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ORCIDACL 2022: Dublin, Ireland
- Smaranda Muresan, Preslav Nakov, Aline Villavicencio:
Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-25-4 - Frontmatter.
- Yong Dai
, Linyang Li, Cong Zhou, Zhangyin Feng, Enbo Zhao, Xipeng Qiu, Piji Li, Duyu Tang:
"Is Whole Word Masking Always Better for Chinese BERT?": Probing on Chinese Grammatical Error Correction. 1-8 - Xin Wang, Yasheng Wang, Yao Wan, Fei Mi, Yitong Li, Pingyi Zhou, Jin Liu, Hao Wu, Xin Jiang, Qun Liu:
Compilable Neural Code Generation with Compiler Feedback. 9-19 - Yiming Zhang, Min Zhang, Sai Wu, Junbo Zhao:
Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis. 20-30 - Emil Biju, Anirudh Sriram, Pratyush Kumar, Mitesh M. Khapra:
Input-specific Attention Subnetworks for Adversarial Detection. 31-44 - Yew Ken Chia, Lidong Bing, Soujanya Poria, Luo Si:
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction. 45-57 - En-Shiun Annie Lee, Sarubi Thillainathan, Shravan Nayak, Surangika Ranathunga, David Ifeoluwa Adelani, Ruisi Su, Arya McCarthy:
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? 58-67 - Zefeng Cai, Linlin Wang, Gerard de Melo, Fei Sun, Liang He:
Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation. 68-78 - Jie Zhou, Le Tian, Houjin Yu, Xiao Zhou, Hui Su, Jie Zhou:
Dual Context-Guided Continuous Prompt Tuning for Few-Shot Learning. 79-84 - Peixin Huang, Xiang Zhao, Minghao Hu, Yang Fang, Xinyi Li, Weidong Xiao:
Extract-Select: A Span Selection Framework for Nested Named Entity Recognition with Generative Adversarial Training. 85-96 - Xianghong Fang, Jian Li, Lifeng Shang, Xin Jiang, Qun Liu, Dit-Yan Yeung:
Controlled Text Generation Using Dictionary Prior in Variational Autoencoders. 97-111 - Sen Yang, Leyang Cui, Ruoxi Ning, Di Wu, Yue Zhang:
Challenges to Open-Domain Constituency Parsing. 112-127 - Yining Ye, Fanchao Qi, Zhiyuan Liu, Maosong Sun:
Going "Deeper": Structured Sememe Prediction via Transformer with Tree Attention. 128-138 - Yuxuan Zhou, Xien Liu, Kaiyin Zhou, Ji Wu:
Table-based Fact Verification with Self-adaptive Mixture of Experts. 139-149 - Jiannan Xiang, Huayang Li, Yahui Liu, Lemao Liu, Guoping Huang, Defu Lian, Shuming Shi:
Investigating Data Variance in Evaluations of Automatic Machine Translation Metrics. 150-157 - Fanchao Qi, Chuancheng Lv, Zhiyuan Liu, Xiaojun Meng, Maosong Sun, Hai-Tao Zheng:
Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information. 158-168 - Sijia Wang, Mo Yu, Shiyu Chang, Lichao Sun, Lifu Huang:
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding. 169-182 - Feng Yao, Chaojun Xiao, Xiaozhi Wang, Zhiyuan Liu, Lei Hou, Cunchao Tu, Juanzi Li, Yun Liu, Weixing Shen, Maosong Sun:
LEVEN: A Large-Scale Chinese Legal Event Detection Dataset. 183-201 - Eric Wallace, Adina Williams, Robin Jia, Douwe Kiela:
Analyzing Dynamic Adversarial Training Data in the Limit. 202-217 - Nathan Young, Qiming Bao, Joshua Bensemann, Michael Witbrock:
AbductionRules: Training Transformers to Explain Unexpected Inputs. 218-227 - Houman Mehrafarin, Sara Rajaee, Mohammad Taher Pilehvar:
On the Importance of Data Size in Probing Fine-tuned Models. 228-238 - Alexandr Nesterov, Galina Zubkova, Zulfat Miftahutdinov, Vladimir Kokh, Elena Tutubalina, Artem Shelmanov, Anton Alekseev, Manvel Avetisian, Andrey Chertok, Sergey I. Nikolenko:
RuCCoN: Clinical Concept Normalization in Russian. 239-245 - Haochen Tan, Wei Shao, Han Wu, Ke Yang, Linqi Song:
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings. 246-256 - Yiqing Xie, Jiaming Shen, Sha Li, Yuning Mao, Jiawei Han:
Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion. 257-268 - Kaushal Kumar Maurya, Maunendra Sankar Desarkar:
Meta-XNLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation. 269-284 - Hao Cheng, Zhihua Zhang:
MR-P: A Parallel Decoding Algorithm for Iterative Refinement Non-Autoregressive Translation. 285-296 - Jie Huang, Kevin Chang, Jinjun Xiong, Wen-Mei Hwu:
Open Relation Modeling: Learning to Define Relations between Entities. 297-308 - Sai Zhang, Yuwei Hu, Yuchuan Wu, Jiaman Wu, Yongbin Li, Jian Sun, Caixia Yuan, Xiaojie Wang:
A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots. 309-321 - Lingbo Mo, Ashley Lewis, Huan Sun, Michael White:
Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction. 322-342 - Jian Li, Jieming Zhu, Qiwei Bi, Guohao Cai, Lifeng Shang, Zhenhua Dong, Xin Jiang, Qun Liu:
MINER: Multi-Interest Matching Network for News Recommendation. 343-352 - Sixing Wu, Ying Li, Dawei Zhang, Zhonghai Wu:
KSAM: Infusing Multi-Source Knowledge into Dialogue Generation via Knowledge Source Aware Multi-Head Decoding. 353-363 - A. Stevie Bergman, Mona T. Diab:
Towards Responsible Natural Language Annotation for the Varieties of Arabic. 364-371 - Tulika Bose, Nikolaos Aletras, Irina Illina, Dominique Fohr:
Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection. 372-382 - Yi-Lin Tuan, Sajjad Beygi, Maryam Fazel-Zarandi, Qiaozi Gao, Alessandra Cervone, William Yang Wang:
Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems. 383-395 - Linhan Zhang, Qian Chen, Wen Wang, Chong Deng, Shiliang Zhang, Bing Li, Wei Wang, Xin Cao:
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction. 396-409 - Jiannan Xiang, Huayang Li, Defu Lian, Guoping Huang, Taro Watanabe, Lemao Liu:
Visualizing the Relationship Between Encoded Linguistic Information and Task Performance. 410-422 - Xinyu Hua, Lu Wang:
Efficient Argument Structure Extraction with Transfer Learning and Active Learning. 423-437 - Kyungjae Lee, Wookje Han, Seung-won Hwang, Hwaran Lee, Joonsuk Park, Sang-Woo Lee:
Plug-and-Play Adaptation for Continuously-updated QA. 438-447 - Han Qin, Yan Song:
Reinforced Cross-modal Alignment for Radiology Report Generation. 448-458 - Zuchao Li, Yiran Wang, Masao Utiyama, Eiichiro Sumita, Hai Zhao, Taro Watanabe:
What Works and Doesn't Work, A Deep Decoder for Neural Machine Translation. 459-471 - Prashant Kodali, Anmol Goel, Monojit Choudhury, Manish Shrivastava, Ponnurangam Kumaraguru:
SyMCoM - Syntactic Measure of Code Mixing A Study Of English-Hindi Code-Mixing. 472-480 - Kai Nakamura, Sharon Levy, Yi-Lin Tuan, Wenhu Chen, William Yang Wang:
HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data. 481-492 - Seyed Ali Bahrainian, Sheridan Feucht, Carsten Eickhoff:
NEWTS: A Corpus for News Topic-Focused Summarization. 493-503 - Kenan Alkiek, Bohan Zhang, David Jurgens:
Classification without (Proper) Representation: Political Heterogeneity in Social Media and Its Implications for Classification and Behavioral Analysis. 504-522 - Constantine Lignos, Nolan Holley, Chester Palen-Michel, Jonne Sälevä:
Toward More Meaningful Resources for Lower-resourced Languages. 523-532 - Muhammed Yusuf Kocyigit, Jiho Lee, Derry Wijaya:
Better Quality Estimation for Low Resource Corpus Mining. 533-543 - Yang Liu, Chenguang Zhu, Michael Zeng:
End-to-End Segmentation-based News Summarization. 544-554 - Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, Jiwei Li:
Fast Nearest Neighbor Machine Translation. 555-565 - Nishant Subramani, Nivedita Suresh, Matthew E. Peters:
Extracting Latent Steering Vectors from Pretrained Language Models. 566-581 - Thuy-Trang Vu, Shahram Khadivi, Dinh Q. Phung, Gholamreza Haffari:
Domain Generalisation of NMT: Fusing Adapters with Leave-One-Domain-Out Training. 582-588 - Daniel Khashabi, Chitta Baral, Yejin Choi, Hannaneh Hajishirzi:
Reframing Instructional Prompts to GPTk's Language. 589-612 - Chao Zhao, Tenghao Huang, Somnath Basu Roy Chowdhury, Muthu Kumar Chandrasekaran, Kathleen R. McKeown, Snigdha Chaturvedi:
Read Top News First: A Document Reordering Approach for Multi-Document News Summarization. 613-621 - Nikita Soni, Matthew Matero, Niranjan Balasubramanian, H. Andrew Schwartz:
Human Language Modeling. 622-636 - Yutai Hou, Cheng Chen, Xianzhen Luo, Bohan Li, Wanxiang Che:
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging. 637-647 - Shuxian Zou, Shaonan Wang, Jiajun Zhang, Chengqing Zong:
Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding. 648-657 - Umang Gupta, Jwala Dhamala, Varun Kumar, Apurv Verma, Yada Pruksachatkun, Satyapriya Krishna, Rahul Gupta, Kai-Wei Chang, Greg Ver Steeg, Aram Galstyan:
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal. 658-678 - Pritom Saha Akash, Jie Huang, Kevin Chen-Chuan Chang, Yunyao Li, Lucian Popa, ChengXiang Zhai:
Domain Representative Keywords Selection: A Probabilistic Approach. 679-692 - Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun:
Hierarchical Inductive Transfer for Continual Dialogue Learning. 693-699 - Kushal Arora, Layla El Asri, Hareesh Bahuleyan, Jackie Chi Kit Cheung:
Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation. 700-710 - Robin Jia, Mike Lewis, Luke Zettlemoyer:
Question Answering Infused Pre-training of General-Purpose Contextualized Representations. 711-728 - Fenfei Guo, Chen Zhang, Zhirui Zhang, Qixin He, Kejun Zhang, Jun Xie, Jordan L. Boyd-Graber:
Automatic Song Translation for Tonal Languages. 729-743 - Dan Su, Xiaoguang Li, Jindi Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung:
Read before Generate! Faithful Long Form Question Answering with Machine Reading. 744-756 - Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang:
A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction. 757-763 - Vivek Khetan, Md Imbesat Hassan Rizvi, Jessica Huber, Paige Bartusiak, Bogdan Sacaleanu, Andrew E. Fano:
MIMICause: Representation and automatic extraction of causal relation types from clinical notes. 764-773 - Xuandong Zhao, Zhiguo Yu, Ming Wu, Lei Li:
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation. 774-781 - Minji Seo, YeonJoon Jung, Seungtaek Choi, Seung-won Hwang, Bei Liu:
Debiasing Event Understanding for Visual Commonsense Tasks. 782-787 - Yao Zhang, Peiyao Li, Hongru Liang, Adam Jatowt, Zhenglu Yang:
Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs. 788-802 - Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song:
DeepStruct: Pretraining of Language Models for Structure Prediction. 803-823 - Katherine Atwell, Anthony Sicilia, Seong Jae Hwang, Malihe Alikhani:
The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error. 824-845 - Ali Safaya, Emirhan Kurtulus, Arda Göktogan, Deniz Yüret:
Mukayese: Turkish NLP Strikes Back. 846-863 - Dejiao Zhang, Wei Xiao, Henghui Zhu, Xiaofei Ma, Andrew O. Arnold:
Virtual Augmentation Supported Contrastive Learning of Sentence Representations. 864-876 - Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
MoEfication: Transformer Feed-forward Layers are Mixtures of Experts. 877-890 - Chia-Chien Hung, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavas:
DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog. 891-904 - Jiayi Wang, Rongzhou Bao, Zhuosheng Zhang, Hai Zhao:
Distinguishing Non-natural from Natural Adversarial Samples for More Robust Pre-trained Language Model. 905-915 - Zihan Wang, Jiuxiang Gu, Jason Kuen, Handong Zhao, Vlad I. Morariu, Ruiyi Zhang, Ani Nenkova, Tong Sun, Jingbo Shang:
Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns. 916-925 - Zichao Li, Prakhar Sharma, Xing Han Lù, Jackie Chi Kit Cheung, Siva Reddy:
Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment. 926-937 - Deborah Ferreira, Mokanarangan Thayaparan, Marco Valentino, Julia Rozanova, André Freitas:
To be or not to be an Integer? Encoding Variables for Mathematical Text. 938-948 - Mohammad Dehghan, Dhruv Kumar, Lukasz Golab:
GRS: Combining Generation and Revision in Unsupervised Sentence Simplification. 949-960 - Manuel Mager, Arturo Oncevay, Elisabeth Mager, Katharina Kann, Ngoc Thang Vu:
BPE vs. Morphological Segmentation: A Case Study on Machine Translation of Four Polysynthetic Languages. 961-971 - Xiang Zhou, Yixin Nie, Mohit Bansal:
Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning. 972-987 - Adam Wiemerslage, Miikka Silfverberg, Changbing Yang, Arya McCarthy, Garrett Nicolai, Eliana Colunga, Katharina Kann:
Morphological Processing of Low-Resource Languages: Where We Are and What's Next. 988-1007 - Naoya Inoue, Charuta Pethe, Allen Kim, Steven Skiena:
Learning and Evaluating Character Representations in Novels. 1008-1019 - Vatsal Raina, Mark J. F. Gales:
Answer Uncertainty and Unanswerability in Multiple-Choice Machine Reading Comprehension. 1020-1034 - Ann-Katrin Reuel, Sebastian Peralta, João Sedoc, Garrick Sherman, Lyle H. Ungar:
Measuring the Language of Self-Disclosure across Corpora. 1035-1047 - Ehsan Kamalloo, Mehdi Rezagholizadeh, Ali Ghodsi:
When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data Augmentation. 1048-1062 - Samuel Rönnqvist, Aki-Juhani Kyröläinen, Amanda Myntti, Filip Ginter, Veronika Laippala:
Explaining Classes through Stable Word Attributions. 1063-1074 - Samuel Carton, Surya Kanoria, Chenhao Tan:
What to Learn, and How: Toward Effective Learning from Rationales. 1075-1088 - Antonis Maronikolakis, Axel Wisiorek, Leah Nann, Haris Jabbar, Sahana Udupa, Hinrich Schütze:
Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments. 1089-1104 - Giuseppe Attanasio, Debora Nozza, Dirk Hovy, Elena Baralis:
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists. 1105-1119 - Carolin Schuster, Simon Hegelich:
From BERT's Point of View: Revealing the Prevailing Contextual Differences. 1120-1138 - Haozhe An, Xiaojiang Liu, Donald Zhang:
Learning Bias-reduced Word Embeddings Using Dictionary Definitions. 1139-1152 - Jinfa Yang, Xianghua Ying, Yongjie Shi, Xin Tong, Ruibin Wang, Taiyan Chen, Bowei Xing:
Knowledge Graph Embedding by Adaptive Limit Scoring Loss Using Dynamic Weighting Strategy. 1153-1163 - Oana Ignat, Jean Maillard, Vishrav Chaudhary, Francisco Guzmán:
OCR Improves Machine Translation for Low-Resource Languages. 1164-1174 - Changlong Yu, Hongming Zhang, Yangqiu Song, Wilfred Ng:
CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations. 1175-1187 - Ayush Maheshwari, KrishnaTeja Killamsetty, Ganesh Ramakrishnan, Rishabh K. Iyer, Marina Danilevsky, Lucian Popa:
Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming. 1188-1202 - Yinan Bao, Qianwen Ma, Lingwei Wei, Wei Zhou, Songlin Hu:
Multi-Granularity Semantic Aware Graph Model for Reducing Position Bias in Emotion Cause Pair Extraction. 1203-1213 - Tianyi Li, Sabine Weber, Mohammad Javad Hosseini, Liane Guillou, Mark Steedman:
Cross-lingual Inference with A Chinese Entailment Graph. 1214-1233 - Xuhang Xie, Xuesong Lu, Bei Chen:
Multi-task Learning for Paraphrase Generation With Keyword and Part-of-Speech Reconstruction. 1234-1243 - Chenxi Zhu, Ziqiang Ying, Boyu Zhang, Feng Mao:
MDCSpell: A Multi-task Detector-Corrector Framework for Chinese Spelling Correction. 1244-1253 - Binyuan Hui, Ruiying Geng, Lihan Wang, Bowen Qin, Yanyang Li, Bowen Li, Jian Sun, Yongbin Li:
S²SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers. 1254-1262 - Mariano Felice, Shiva Taslimipoor, Paula Buttery:
Constructing Open Cloze Tests Using Generation and Discrimination Capabilities of Transformers. 1263-1273 - Nickil Maveli, Shay B. Cohen:
Co-training an Unsupervised Constituency Parser with Weak Supervision. 1274-1291 - Qian Ruan, Malte Ostendorff, Georg Rehm:
HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information. 1292-1308 - Sara Rajaee, Mohammad Taher Pilehvar:
An Isotropy Analysis in the Multilingual BERT Embedding Space. 1309-1316 - Zihan Liu, Mostofa Patwary, Ryan Prenger, Shrimai Prabhumoye, Wei Ping, Mohammad Shoeybi, Bryan Catanzaro:
Multi-Stage Prompting for Knowledgeable Dialogue Generation. 1317-1337 - Le Qi, Shangwen Lv, Hongyu Li, Jing Liu, Yu Zhang, Qiaoqiao She, Hua Wu, Haifeng Wang, Ting Liu:
DuReadervis: A Chinese Dataset for Open-domain Document Visual Question Answering. 1338-1351 - Aaron Mueller, Robert Frank, Tal Linzen, Luheng Wang, Sebastian Schuster:
Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence Models. 1352-1368 - Dawei Li, Yanran Li, Jiayi Zhang, Ke Li, Chen Wei, Jianwei Cui, Bin Wang:
C³KG: A Chinese Commonsense Conversation Knowledge Graph. 1369-1383 - Ayyoob Imani, Lütfi Kerem Senel, Masoud Jalili Sabet, François Yvon, Hinrich Schütze:
Graph Neural Networks for Multiparallel Word Alignment. 1384-1396 - Yang Wu, Yanyan Zhao, Hao Yang, Song Chen, Bing Qin, Xiaohuan Cao, Wenting Zhao:
Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors. 1397-1406 - Tao Wang, Linhai Zhang, Chenchen Ye, Junxi Liu, Deyu Zhou:
A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge. 1407-1416 - Yingwen Fu, Wenjie Ou, Zhou Yu, Yue Lin:
Effective Unsupervised Constrained Text Generation based on Perturbed Masking. 1417-1427 - Songlin Yang, Kewei Tu:
Combining (Second-Order) Graph-Based and Headed-Span-Based Projective Dependency Parsing. 1428-1434 - Orion Weller, Matthias Sperber, Telmo Pires, Hendra Setiawan, Christian Gollan, Dominic Telaar, Matthias Paulik:
End-to-End Speech Translation for Code Switched Speech. 1435-1448 - Kai Sun, Richong Zhang, Samuel Mensah, Yongyi Mao, Xudong Liu:
A Transformational Biencoder with In-Domain Negative Sampling for Zero-Shot Entity Linking. 1449-1458 - Zhuocheng Gong, Di He, Yelong Shen, Tie-Yan Liu, Weizhu Chen, Dongyan Zhao, Ji-Rong Wen, Rui Yan:
Finding the Dominant Winning Ticket in Pre-Trained Language Models. 1459-1472 - Weerayut Buaphet, Can Udomcharoenchaikit, Peerat Limkonchotiwat, Attapol Rutherford, Sarana Nutanong:
Thai Nested Named Entity Recognition Corpus. 1473-1486 - Yeon Seonwoo, Juhee Son, Jiho Jin, Sang-Woo Lee, Ji-Hoon Kim, Jung-Woo Ha, Alice Oh:
Two-Step Question Retrieval for Open-Domain QA. 1487-1492 - Tejas Gokhale, Abhishek Chaudhary, Pratyay Banerjee, Chitta Baral, Yezhou Yang:
Semantically Distributed Robust Optimization for Vision-and-Language Inference. 1493-1513 - Yong-Ho Jung, Jun-Hyung Park, Joon-Young Choi, Mingyu Lee, Junho Kim, Kang-Min Kim, SangKeun Lee:
Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference. 1514-1523 - Yuxia Wang, Minghan Wang, Yimeng Chen, Shimin Tao, Jiaxin Guo, Chang Su, Min Zhang, Hao Yang:
Capture Human Disagreement Distributions by Calibrated Networks for Natural Language Inference. 1524-1535 - Jakob Smedegaard Andersen, Walid Maalej:
Efficient, Uncertainty-based Moderation of Neural Networks Text Classifiers. 1536-1546 - Mousumi Akter, Naman Bansal, Shubhra Kanti Karmaker Santu:
Revisiting Automatic Evaluation of Extractive Summarization Task: Can We Do Better than ROUGE? 1547-1560 - Daniel Simig, Fabio Petroni, Pouya Yanki, Kashyap Popat, Christina Du, Sebastian Riedel, Majid Yazdani:
Open Vocabulary Extreme Classification Using Generative Models. 1561-1583 - Tingting Ma, Huiqiang Jiang, Qianhui Wu, Tiejun Zhao, Chin-Yew Lin:
Decomposed Meta-Learning for Few-Shot Named Entity Recognition. 1584-1596 - Chao-Hong Tan, Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling, Can Xu, Huang Hu, Xiubo Geng, Daxin Jiang:
TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge. 1597-1609 - Zaijing Li, Fengxiao Tang, Ming Zhao, Yusen Zhu:
EmoCaps: Emotion Capsule based Model for Conversational Emotion Recognition. 1610-1618 - Siyuan Wang, Wanjun Zhong, Duyu Tang, Zhongyu Wei, Zhihao Fan, Daxin Jiang, Ming Zhou, Nan Duan:
Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text. 1619-1629 - Amir Pouran Ben Veyseh, Ning Xu, Quan Hung Tran, Varun Manjunatha, Franck Dernoncourt, Thien Huu Nguyen:
Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text. 1630-1637 - Yubo Chen, Yunqi Zhang, Yongfeng Huang:
Learning Reasoning Patterns for Relational Triple Extraction with Mutual Generation of Text and Graph. 1638-1647 - Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen:
Document-Level Event Argument Extraction via Optimal Transport. 1648-1658 - Ibrahim Taha Aksu, Zhengyuan Liu, Min-Yen Kan, Nancy F. Chen:
N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking. 1659-1671 - Qingyu Tan, Ruidan He, Lidong Bing, Hwee Tou Ng:
Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation. 1672-1681 - Shehzaad Dhuliawala, Leonard Adolphs, Rajarshi Das, Mrinmaya Sachan:
Calibration of Machine Reading Systems at Scale. 1682-1693 - Jianhan Xu, Cenyuan Zhang, Xiaoqing Zheng, Linyang Li, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang:
Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples. 1694-1707 - Go Inoue, Salam Khalifa, Nizar Habash:
Morphosyntactic Tagging with Pre-trained Language Models for Arabic and its Dialects. 1708-1719 - Shaobo Li, Xiaoguang Li, Lifeng Shang, Zhenhua Dong, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Xin Jiang, Qun Liu:
How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis. 1720-1732 - Simran Arora, Sen Wu, Enci Liu, Christopher Ré:
Metadata Shaping: A Simple Approach for Knowledge-Enhanced Language Models. 1733-1745 - Wanyun Cui, Xingran Chen:
Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense. 1746-1756 - Rian He, Shubin Cai, Zhong Ming, Jialei Zhang:
Weighted self Distillation for Chinese word segmentation. 1757-1770 - Fabrice Harel-Canada, Muhammad Ali Gulzar, Nanyun Peng, Miryung Kim:
Sibylvariant Transformations for Robust Text Classification. 1771-1788 - Cheonbok Park, Hantae Kim, Ioan Calapodescu, Hyunchang Cho, Vassilina Nikoulina:
DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation. 1789-1807 - Tushar Khot, Kyle Richardson, Daniel Khashabi, Ashish Sabharwal:
Hey AI, Can You Solve Complex Tasks by Talking to Agents? 1808-1823 - Yiqun Yao, Rada Mihalcea:
Modality-specific Learning Rates for Effective Multimodal Additive Late-fusion. 1824-1834 - Shuo Liang, Wei Wei, Xian-Ling Mao, Fei Wang, Zhiyong He:
BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis. 1835-1848 - Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully, Mitesh M. Khapra, Pratyush Kumar:
IndicBART: A Pre-trained Model for Indic Natural Language Generation. 1849-1863 - Jianmo Ni, Gustavo Hernández Ábrego, Noah Constant, Ji Ma, Keith B. Hall, Daniel Cer, Yinfei Yang:
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models. 1864-1874 - Yuanhe Tian, Yan Song, Fei Xia:
Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking. 1875-1886 - Ashutosh Kumar, Aditya Joshi:
Striking a Balance: Alleviating Inconsistency in Pre-trained Models for Symmetric Classification Tasks. 1887-1895 - Wenhao Yu, Chenguang Zhu, Lianhui Qin, Zhihan Zhang, Tong Zhao, Meng Jiang:
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts. 1896-1906 - Wenhao Yu, Chenguang Zhu, Yuwei Fang, Donghan Yu, Shuohang Wang, Yichong Xu, Michael Zeng, Meng Jiang:
Dict-BERT: Enhancing Language Model Pre-training with Dictionary. 1907-1918 - Liam Dugan, Eleni Miltsakaki, Shriyash Upadhyay, Etan Ginsberg, Hannah Gonzalez, DaHyeon Choi, Chuning Yuan, Chris Callison-Burch:
A Feasibility Study of Answer-Unaware Question Generation for Education. 1919-1926 - Chen Zheng, Parisa Kordjamshidi:
Relevant CommonSense Subgraphs for "What if..." Procedural Reasoning. 1927-1933 - Pouya Pezeshkpour, Sarthak Jain, Sameer Singh, Byron C. Wallace:
Combining Feature and Instance Attribution to Detect Artifacts. 1934-1946 - Aaron Reich, Jiaao Chen, Aastha Agrawal, Yanzhe Zhang, Diyi Yang:
Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition. 1947-1955 - Jie Ma, Miguel Ballesteros, Srikanth Doss, Rishita Anubhai, Sunil Mallya, Yaser Al-Onaizan, Dan Roth:
Label Semantics for Few Shot Named Entity Recognition. 1956-1971 - Khalil Mrini, Shaoliang Nie, Jiatao Gu, Sinong Wang, Maziar Sanjabi, Hamed Firooz:
Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem. 1972-1983 - Ayush Shrivastava, Karthik Gopalakrishnan, Yang Liu, Robinson Piramuthu, Gökhan Tür, Devi Parikh, Dilek Hakkani-Tur:
VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator. 1984-1994 - Neeraj Varshney, Swaroop Mishra, Chitta Baral:
Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings. 1995-2002 - Neeraj Varshney, Pratyay Banerjee, Tejas Gokhale, Chitta Baral:
Unsupervised Natural Language Inference Using PHL Triplet Generation. 2003-2016 - Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen:
Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue. 2017-2033 - Juanyan Wang, Manali Sharma, Mustafa Bilgic:
Ranking-Constrained Learning with Rationales for Text Classification. 2034-2046 - Navita Goyal, Roodram Paneri, Ayush Agarwal, Udit Kalani, Abhilasha Sancheti, Niyati Chhaya:
CaM-Gen: Causally Aware Metric-Guided Text Generation. 2047-2060 - Tanya Goyal, Jiacheng Xu, Junyi Jessy Li, Greg Durrett:
Training Dynamics for Text Summarization Models. 2061-2073 - Kaitlyn Zhou, Kawin Ethayarajh, Dan Jurafsky:
Richer Countries and Richer Representations. 2074-2085 - Alicia Parrish, Angelica Chen, Nikita Nangia, Vishakh Padmakumar, Jason Phang, Jana Thompson, Phu Mon Htut, Samuel R. Bowman:
BBQ: A hand-built bias benchmark for question answering. 2086-2105 - Xinjian Li, Florian Metze, David R. Mortensen, Shinji Watanabe, Alan W. Black:
Zero-shot Learning for Grapheme to Phoneme Conversion with Language Ensemble. 2106-2115 - Clarissa Forbes, Farhan Samir, Bruce Harold Oliver, Changbing Yang, Edith Coates, Garrett Nicolai, Miikka Silfverberg:
Dim Wihl Gat Tun: The Case for Linguistic Expertise in NLP for Under-Documented Languages. 2116-2130 - Bilal Ghanem, Lauren Lutz Coleman, Julia Rivard Dexter, Spencer McIntosh von der Ohe, Alona Fyshe:
Question Generation for Reading Comprehension Assessment by Modeling How and What to Ask. 2131-2146 - Megan Leszczynski, Daniel Y. Fu, Mayee F. Chen, Christopher Ré:
TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval. 2147-2166 - Giulio Zhou, Gerasimos Lampouras, Ignacio Iacobacci:
Hierarchical Recurrent Aggregative Generation for Few-Shot NLG. 2167-2181 - Natalia Ponomareva, Jasmijn Bastings, Sergei Vassilvitskii:
Training Text-to-Text Transformers with Privacy Guarantees. 2182-2193 - Christopher Schröder, Andreas Niekler, Martin Potthast:
Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers. 2194-2203 - Nathanaël Beau, Benoît Crabbé:
The impact of lexical and grammatical processing on generating code from natural language. 2204-2214 - Yue Mao, Yi Shen, Jingchao Yang, Xiaoying Zhu, Longjun Cai:
Seq2Path: Generating Sentiment Tuples as Paths of a Tree. 2215-2225 - Pengwei Zhan, Yang Wu, Shaolei Zhou, Yunjian Zhang, Liming Wang:
Mitigating the Inconsistency Between Word Saliency and Model Confidence with Pathological Contrastive Training. 2226-2244 - Ioana Baldini, Dennis Wei, Karthikeyan Natesan Ramamurthy, Moninder Singh, Mikhail Yurochkin:
Your fairness may vary: Pretrained language model fairness in toxic text classification. 2245-2262 - Ahmed Masry, Do Xuan Long, Jia Qing Tan, Shafiq R. Joty, Enamul Hoque:
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning. 2263-2279 - Dairui Liu, Derek Greene, Ruihai Dong:
A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification. 2280-2290 - Yu Xia, Quan Wang, Yajuan Lyu, Yong Zhu, Wenhao Wu, Sujian Li, Dai Dai:
Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples. 2291-2300 - Gilles Boulianne:
Phoneme transcription of endangered languages: an evaluation of recent ASR architectures in the single speaker scenario. 2301-2308 - Karim Lasri, Alessandro Lenci, Thierry Poibeau:
Does BERT really agree ? Fine-grained Analysis of Lexical Dependence on a Syntactic Task. 2309-2315 - Katharina Hämmerl, Jindrich Libovický, Alexander Fraser:
Combining Static and Contextualised Multilingual Embeddings. 2316-2329 - Shengxuan Luo, Sheng Yu:
An Accurate Unsupervised Method for Joint Entity Alignment and Dangling Entity Detection. 2330-2339 - Sebastian Ruder, Ivan Vulic, Anders Søgaard:
Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold. 2340-2354 - Edoardo Manino, Julia Rozanova, Danilo S. Carvalho, André Freitas, Lucas C. Cordeiro:
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective. 2355-2366 - Erenay Dayanik, André Blessing, Nico Blokker, Sebastian Haunss, Jonas Kuhn, Gabriella Lapesa, Sebastian Padó:
Improving Neural Political Statement Classification with Class Hierarchical Information. 2367-2382 - Wenliang Dai, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung:
Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation. 2383-2395 - Ruonan Wang, Yuxi Qian, Fangxiang Feng, Xiaojie Wang, Huixing Jiang:
Co-VQA : Answering by Interactive Sub Question Sequence. 2396-2408 - Tianxiang Sun, Xiangyang Liu, Wei Zhu, Zhichao Geng, Lingling Wu, Yilong He, Yuan Ni, Guotong Xie, Xuanjing Huang, Xipeng Qiu:
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation. 2409-2421 - Marie Candito:
Auxiliary tasks to boost Biaffine Semantic Dependency Parsing. 2422-2429 - Shuai Zhang, Lijie Wang, Xinyan Xiao, Hua Wu:
Syntax-guided Contrastive Learning for Pre-trained Language Model. 2430-2440 - Ilias Chalkidis, Anders Søgaard:
Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting. 2441-2454 - Zhen Wang, Yating Yang, Zhou Xi, Bo Ma, Lei Wang, Rui Dong, Azmat Anwar:
ASCM: An Answer Space Clustered Prompting Method without Answer Engineering. 2455-2469 - Jindrich Libovický, Helmut Schmid, Alexander Fraser:
Why don't people use character-level machine translation? 2470-2485 - Zhongli Li, Wenxuan Zhang, Chao Yan, Qingyu Zhou, Chao Li, Hongzhi Liu, Yunbo Cao:
Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems. 2486-2496 - Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth, Ivan Vulic, Iryna Gurevych:
xGQA: Cross-Lingual Visual Question Answering. 2497-2511 - Cécile Macaire, Didier Schwab, Benjamin Lecouteux, Emmanuel Schang:
Automatic Speech Recognition and Query By Example for Creole Languages Documentation. 2512-2520 - Chenhui Shen, Liying Cheng, Ran Zhou, Lidong Bing, Yang You, Luo Si:
MReD: A Meta-Review Dataset for Structure-Controllable Text Generation. 2521-2535 - Sho Takase, Tatsuya Hiraoka, Naoaki Okazaki:
Single Model Ensemble for Subword Regularized Models in Low-Resource Machine Translation. 2536-2541 - Christian Herold, Jan Rosendahl, Joris Vanvinckenroye, Hermann Ney:
Detecting Various Types of Noise for Neural Machine Translation. 2542-2551 - Luyang Huang, Guocheng Niu, Jiachen Liu, Xinyan Xiao, Hua Wu:
DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training. 2552-2566 - Dongyang Li, Taolin Zhang, Nan Hu, Chengyu Wang, Xiaofeng He:
HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction. 2567-2578 - Yafu Li, Yongjing Yin, Jing Li, Yue Zhang:
Prompt-Driven Neural Machine Translation. 2579-2590 - Hongyuan Lu, Wai Lam, Hong Cheng, Helen Meng:
On Controlling Fallback Responses for Grounded Dialogue Generation. 2591-2601 - Tayfun Ates, Muhammed Samil Atesoglu, Cagatay Yigit, Ilker Kesen, Mert Kobas, Erkut Erdem, Aykut Erdem, Tilbe Göksun, Deniz Yuret:
CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions. 2602-2627 - Li Du, Xiao Ding, Yue Zhang, Ting Liu, Bing Qin:
A Graph Enhanced BERT Model for Event Prediction. 2628-2638 - Xinchao Xu, Zhibin Gou, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Haifeng Wang, Shihang Wang:
Long Time No See! Open-Domain Conversation with Long-Term Persona Memory. 2639-2650 - Elena Sofia Ruzzetti, Leonardo Ranaldi, Michele Mastromattei, Francesca Fallucchi, Noemi Scarpato, Fabio Massimo Zanzotto:
Lacking the Embedding of a Word? Look it up into a Traditional Dictionary. 2651-2662 - Qiwei Bi, Jian Li, Lifeng Shang, Xin Jiang, Qun Liu, Hanfang Yang:
MTRec: Multi-Task Learning over BERT for News Recommendation. 2663-2669 - Junhao Zheng, Haibin Chen, Qianli Ma:
Cross-domain Named Entity Recognition via Graph Matching. 2670-2680 - Jialu Wang, Yang Liu, Xin Eric Wang:
Assessing Multilingual Fairness in Pre-trained Multimodal Representations. 2681-2695 - Jin Cheevaprawatdomrong, Alexandra Schofield, Attapol Rutherford:
More Than Words: Collocation Retokenization for Latent Dirichlet Allocation Models. 2696-2704 - Tejas Gokhale, Swaroop Mishra, Man Luo, Bhavdeep Singh Sachdeva, Chitta Baral:
Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness. 2705-2718 - Fanghua Ye, Yue Feng, Emine Yilmaz:
ASSIST: Towards Label Noise-Robust Dialogue State Tracking. 2719-2731 - Lesly Miculicich, James Henderson:
Graph Refinement for Coreference Resolution. 2732-2742 - Ruoxi Xu, Hongyu Lin, Meng Liao, Xianpei Han, Jin Xu, Wei Tan, Yingfei Sun, Le Sun:
ECO v1: Towards Event-Centric Opinion Mining. 2743-2753 - Lingbing Guo, Yuqiang Han, Qiang Zhang, Huajun Chen:
Deep Reinforcement Learning for Entity Alignment. 2754-2765 - Ting-Rui Chiang, Yi-Pei Chen, Yi-Ting Yeh, Graham Neubig:
Breaking Down Multilingual Machine Translation. 2766-2780 - Weizhao Li, Junsheng Kong, Ben Liao, Yi Cai:
Mitigating Contradictions in Dialogue Based on Contrastive Learning. 2781-2788 - Yujia Qin, Jiajie Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
ELLE: Efficient Lifelong Pre-training for Emerging Data. 2789-2810 - Weicheng Ma, Samiha Datta, Lili Wang, Soroush Vosoughi:
EnCBP: A New Benchmark Dataset for Finer-Grained Cultural Background Prediction in English. 2811-2823 - Robert L. Logan IV, Ivana Balazevic, Eric Wallace, Fabio Petroni, Sameer Singh, Sebastian Riedel:
Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models. 2824-2835 - Tisha Anders, Alexandru Coca, Bill Byrne:
uFACT: Unfaithful Alien-Corpora Training for Semantically Consistent Data-to-Text Generation. 2836-2841 - Vered Shwartz:
Good Night at 4 pm?! Time Expressions in Different Cultures. 2842-2853 - Yifei Li, Pratheeksha Nair, Kellin Pelrine, Reihaneh Rabbany:
Extracting Person Names from User Generated Text: Named-Entity Recognition for Combating Human Trafficking. 2854-2868 - Tong Niu, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong:
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval. 2869-2882 - Osama Khalid, Jonathan Rusert, Padmini Srinivasan:
Suum Cuique: Studying Bias in Taboo Detection with a Community Perspective. 2883-2896 - Mert Inan, Yang Zhong, Sabit Hassan, Lorna C. Quandt, Malihe Alikhani:
Modeling Intensification for Sign Language Generation: A Computational Approach. 2897-2911 - Jing Qian, Li Dong, Yelong Shen, Furu Wei, Weizhu Chen:
Controllable Natural Language Generation with Contrastive Prefixes. 2912-2924 - Nathaniel Krasner, Miriam Wanner, Antonios Anastasopoulos:
Revisiting the Effects of Leakage on Dependency Parsing. 2925-2934 - Sheena Panthaplackel, Junyi Jessy Li, Milos Gligoric, Raymond J. Mooney:
Learning to Describe Solutions for Bug Reports Based on Developer Discussions. 2935-2952 - Thai Le, Jooyoung Lee, Kevin Yen, Yifan Hu, Dongwon Lee:
Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense. 2953-2965 - Tianchi Yue, Shulin Liu, Huihui Cai, Tao Yang, Shengkang Song, Tinghao Yu:
Improving Chinese Grammatical Error Detection via Data augmentation by Conditional Error Generation. 2966-2975 - Sheng Liang, Mengjie Zhao, Hinrich Schütze:
Modular and Parameter-Efficient Multimodal Fusion with Prompting. 2976-2985 - Kehai Chen, Masao Utiyama, Eiichiro Sumita, Rui Wang, Min Zhang:
Synchronous Refinement for Neural Machine Translation. 2986-2996 - Yanzhao Zheng, Haibin Wang, Baohua Dong, Xingjun Wang, Changshan Li:
HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing. 2997-3007 - Shulin Liu, Shengkang Song, Tianchi Yue, Tao Yang, Huihui Cai, Tinghao Yu, Shengli Sun:
CRASpell: A Contextual Typo Robust Approach to Improve Chinese Spelling Correction. 3008-3018 - Shaolei Zhang, Yang Feng:
Gaussian Multi-head Attention for Simultaneous Machine Translation. 3019-3030 - Andreas Waldis, Tilman Beck, Iryna Gurevych:
Composing Structure-Aware Batches for Pairwise Sentence Classification. 3031-3045 - Constanza Fierro, Anders Søgaard:
Factual Consistency of Multilingual Pretrained Language Models. 3046-3052 - Zhexin Zhang, Yeshuang Zhu, Zhengcong Fei, Jinchao Zhang, Jie Zhou:
Selecting Stickers in Open-Domain Dialogue through Multitask Learning. 3053-3060 - Yang Chi, Fausto Giunchiglia, Daqian Shi, Xiaolei Diao, Chuntao Li, Hao Xu:
ZiNet: Linking Chinese Characters Spanning Three Thousand Years. 3061-3070 - Hailong Jin, Tiansi Dong, Lei Hou, Juanzi Li, Hui Chen, Zelin Dai, Yincen Qu:
How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing? 3071-3081 - Ziyi Shou, Yuxin Jiang, Fangzhen Lin:
AMR-DA: Data Augmentation by Abstract Meaning Representation. 3082-3098 - Serra Sinem Tekiroglu, Helena Bonaldi, Margherita Fanton, Marco Guerini:
Using Pre-Trained Language Models for Producing Counter Narratives Against Hate Speech: a Comparative Study. 3099-3114 - Bin Zhu, Zhaoquan Gu, Le Wang, Jinyin Chen, Qi Xuan:
Improving Robustness of Language Models from a Geometry-aware Perspective. 3115-3125 - Jiali Zeng, Yufan Jiang, Shuangzhi Wu, Yongjing Yin, Mu Li:
Task-guided Disentangled Tuning for Pretrained Language Models. 3126-3137 - Rui Cao, Yihao Wang, Yuxin Liang, Ling Gao, Jie Zheng, Jie Ren, Zheng Wang:
Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding. 3138-3152 - Shruti Singh, Mayank Singh:
The Inefficiency of Language Models in Scholarly Retrieval: An Experimental Walk-through. 3153-3173 - Zheng Yuan, Chuanqi Tan, Songfang Huang, Fei Huang:
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition. 3174-3186 - Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang:
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning. 3187-3201 - Yinghui Li, Qingyu Zhou, Yangning Li, Zhongli Li, Ruiyang Liu, Rongyi Sun, Zizhen Wang, Chao Li, Yunbo Cao, Hai-Tao Zheng:
The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking. 3202-3213 - Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei A. F. Florêncio, Cha Zhang, Furu Wei:
XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding. 3214-3224 - Shaopeng Lai, Qingyu Zhou, Jiali Zeng, Zhongli Li, Chao Li, Yunbo Cao, Jinsong Su:
Type-Driven Multi-Turn Corrections for Grammatical Error Correction. 3225-3236 - Yuwei Fang, Shuohang Wang, Yichong Xu, Ruochen Xu, Siqi Sun, Chenguang Zhu, Michael Zeng:
Leveraging Knowledge in Multilingual Commonsense Reasoning. 3237-3246 - Wei Xiang, Bang Wang, Lu Dai, Yijun Mo:
Encoding and Fusing Semantic Connection and Linguistic Evidence for Implicit Discourse Relation Recognition. 3247-3257 - Christopher Clarke, Joseph Peper, Karthik Krishnamurthy, Walter Talamonti, Kevin Leach, Walter S. Lasecki, Yiping Kang, Lingjia Tang, Jason Mars:
One Agent To Rule Them All: Towards Multi-agent Conversational AI. 3258-3267 - Tatsuya Hiraoka, Sho Takase, Kei Uchiumi, Atsushi Keyaki, Naoaki Okazaki:
Word-level Perturbation Considering Word Length and Compositional Subwords. 3268-3275 - Houquan Zhou, Yang Li, Zhenghua Li, Min Zhang:
Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging. 3276-3290 - Jiabao Ji, Yoon Kim, James R. Glass, Tianxing He:
Controlling the Focus of Pretrained Language Generation Models. 3291-3306 - Hayate Iso, Xiaolan Wang, Stefanos Angelidis, Yoshihiko Suhara:
Comparative Opinion Summarization via Collaborative Decoding. 3307-3324 - William Rudman, Nate Gillman, Taylor Rayne, Carsten Eickhoff:
IsoScore: Measuring the Uniformity of Embedding Space Utilization. 3325-3339 - Markus Freitag, David Vilar, David Grangier, Colin Cherry, George F. Foster:
A Natural Diet: Towards Improving Naturalness of Machine Translation Output. 3340-3353 - Brodie Mather, Bonnie J. Dorr, Adam Dalton, William de Beaumont, Owen Rambow, Sonja Schmer-Galunder:
From Stance to Concern: Adaptation of Propositional Analysis to New Tasks and Domains. 3354-3367 - Scott Novotney, Sreeparna Mukherjee, Zeeshan Ahmed, Andreas Stolcke:
CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals. 3368-3379 - Rina Galperin, Shachar Schnapp, Michael Elhadad:
Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-Tuning. 3380-3390 - James O'Neill, Sourav Dutta, Haytham Assem:
Aligned Weight Regularizers for Pruning Pretrained Neural Networks. 3391-3401 - Kang Zhao, Hua Xu, Jiangong Yang, Kai Gao:
Consistent Representation Learning for Continual Relation Extraction. 3402-3411 - Qintong Li, Piji Li, Wei Bi, Zhaochun Ren, Yuxuan Lai, Lingpeng Kong:
Event Transition Planning for Open-ended Text Generation. 3412-3426 - Kanishk Jain, Vineet Gandhi:
Comprehensive Multi-Modal Interactions for Referring Image Segmentation. 3427-3435 - Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Pengtao Xie:
MetaWeighting: Learning to Weight Tasks in Multi-Task Learning. 3436-3448 - Yuxuan Gu, Xiaocheng Feng, Sicheng Ma, Jiaming Wu, Heng Gong, Bing Qin:
Improving Controllable Text Generation with Position-Aware Weighted Decoding. 3449-3467 - Yuan Yao, Bowen Dong, Ao Zhang, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Leyu Lin, Maosong Sun, Jianyong Wang:
Prompt Tuning for Discriminative Pre-trained Language Models. 3468-3473 - Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang:
Two Birds with One Stone: Unified Model Learning for Both Recall and Ranking in News Recommendation. 3474-3480 - Biaoyan Fang, Timothy Baldwin, Karin Verspoor:
What does it take to bake a cake? The RecipeRef corpus and anaphora resolution in procedural text. 3481-3495 - Fangkai Jiao, Yangyang Guo, Xuemeng Song, Liqiang Nie:
MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning. 3496-3509 - Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei:
THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption. 3510-3520 - Arnav Kapoor, Mudit Dhawan, Anmol Goel, T. H. Arjun, Akshala Bhatnagar, Vibhu Agrawal, Amul Agrawal, Arnab Bhattacharya, Ponnurangam Kumaraguru, Ashutosh Modi:
HLDC: Hindi Legal Documents Corpus. 3521-3536 - Zewei Sun, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Shujian Huang, Jiajun Chen, Lei Li:
Rethinking Document-level Neural Machine Translation. 3537-3548 - Guirong Bai, Shizhu He, Kang Liu, Jun Zhao:
Incremental Intent Detection for Medical Domain with Contrast Replay Networks. 3549-3556 - Canwen Xu, Daya Guo, Nan Duan, Julian J. McAuley:
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval. 3557-3569 - Xin Lv, Yankai Lin, Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou:
Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach. 3570-3581 - Lei Zhao, Cheng Yao:
EICO: Improving Few-Shot Text Classification via Explicit and Implicit Consistency Regularization. 3582-3587 - Cenyuan Zhang, Xiang Zhou, Yixin Wan, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh:
Improving the Adversarial Robustness of NLP Models by Information Bottleneck. 3588-3598 - Kai Zhang, Kun Zhang, Mengdi Zhang, Hongke Zhao, Qi Liu, Wei Wu, Enhong Chen:
Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis. 3599-3610 - Bowen Xing, Ivor W. Tsang:
DARER: Dual-task Temporal Relational Recurrent Reasoning Network for Joint Dialog Sentiment Classification and Act Recognition. 3611-3621 - Yicheng Zou, Hongwei Liu, Tao Gui, Junzhe Wang, Qi Zhang, Meng Tang, Haixiang Li, Daniel Wang:
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents. 3622-3632 - Junshen K. Chen, Dallas Card, Dan Jurafsky:
Modular Domain Adaptation. 3633-3655 - KiYoon Yoo, Jangho Kim, Jiho Jang, Nojun Kwak:
Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation. 3656-3672 - Rishabh Singh, Shirin Goshtasbpour:
Platt-Bin: Efficient Posterior Calibrated Training for NLP Classifiers. 3673-3684 - Kevin Yang, Olivia Deng, Charles Chen, Richard Shin, Subhro Roy, Benjamin Van Durme:
Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation. 3685-3695 - Tuan Manh Lai, Heng Ji, ChengXiang Zhai:
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking. 3696-3711 - Louis Clouâtre, Prasanna Parthasarathi, Amal Zouaq, Sarath Chandar:
Local Structure Matters Most: Perturbation Study in NLU. 3712-3731 - Peter West, Chris Quirk, Michel Galley, Yejin Choi:
Probing Factually Grounded Content Transfer with Factual Ablation. 3732-3746 - Kai Hui, Honglei Zhuang, Tao Chen, Zhen Qin, Jing Lu, Dara Bahri, Ji Ma, Jai Prakash Gupta, Cícero Nogueira dos Santos, Yi Tay, Donald Metzler:
ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference. 3747-3758 - Daniel Deutsch, Dan Roth:
Benchmarking Answer Verification Methods for Question Answering-Based Summarization Evaluation Metrics. 3759-3765 - Tao Jin, Zhou Zhao, Meng Zhang, Xingshan Zeng:
Prior Knowledge and Memory Enriched Transformer for Sign Language Translation. 3766-3775 - Konstantinos Kogkalidis, Gijs Wijnholds:
Discontinuous Constituency and BERT: A Case Study of Dutch. 3776-3785 - Clémentine Fourrier, Benoît Sagot:
Probing Multilingual Cognate Prediction Models. 3786-3801 - Justin Lee, Sowmya Vajjala:
A Neural Pairwise Ranking Model for Readability Assessment. 3802-3813 - Danielle Saunders, Rosie Sallis, Bill Byrne:
First the Worst: Finding Better Gender Translations During Beam Search. 3814-3823 - Jamin Shin, Hangyeol Yu, Hyeongdon Moon, Andrea Madotto, Juneyoung Park:
Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking. 3824-3846 - Xingzhang Ren, Baosong Yang, Dayiheng Liu, Haibo Zhang, Xiaoyu Lv, Liang Yao, Jun Xie:
Unsupervised Preference-Aware Language Identification. 3847-3852 - Piotr Przybyla, Matthew Shardlow:
Using NLP to quantify the environmental cost and diversity benefits of in-person NLP conferences. 3853-3863 - Tianyi Luo, Rui Meng, Xin Wang, Yang Liu:
Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking. 3864-3876 - Xiaotong Jiang, Qingqing Zhao, Yunfei Long, Zhongqing Wang:
Chinese Synesthesia Detection: New Dataset and Models. 3877-3887 - Qiang Zhang, Jason Naradowsky, Yusuke Miyao:
Rethinking Offensive Text Detection as a Multi-Hop Reasoning Problem. 3888-3905 - Hao Sun, Guangxuan Xu, Jiawen Deng, Jiale Cheng, Chujie Zheng, Hao Zhou, Nanyun Peng, Xiaoyan Zhu, Minlie Huang:
On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark. 3906-3923 - Yu Tong, Jingzhi Guo, Jizhe Zhou, Ge Chen, Guokai Zheng:
Word Segmentation by Separation Inference for East Asian Languages. 3924-3934 - Wei Li, Yuhan Song, Qi Su, Yanqiu Shao:
Unsupervised Chinese Word Segmentation with BERT Oriented Probing and Transformation. 3935-3940 - Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou:
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. 3941-3955 - Yao Zhao, Jiacheng Huang, Wei Hu, Qijin Chen, Xiaoxia Qiu, Chengfu Huo, Weijun Ren:
Implicit Relation Linking for Question Answering over Knowledge Graph. 3956-3968 - Yu Wan, Baosong Yang, Dayiheng Liu, Rong Xiao, Derek F. Wong, Haibo Zhang, Boxing Chen, Lidia S. Chao:
Attention Mechanism with Energy-Friendly Operations. 3969-3976 - Takateru Yamakoshi, Thomas L. Griffiths, Robert D. Hawkins:
Probing BERT's priors with serial reproduction chains. 3977-3992 - Yunxiang Zhang, Liangming Pan, Samson Tan, Min-Yen Kan:
Interpreting the Robustness of Neural NLP Models to Textual Perturbations. 3993-4007 - Ji Xin, Chenyan Xiong, Ashwin Srinivasan, Ankita Sharma, Damien Jose, Paul Bennett:
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations. 4008-4020 - Giovanni Campagna, Sina J. Semnani, Ryan Kearns, Lucas Jun Koba Sato, Silei Xu, Monica Lam:
A Few-Shot Semantic Parser for Wizard-of-Oz Dialogues with the Precise ThingTalk Representation. 4021-4034 - Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Haibo Zhang, Xue Zhao, Wenqing Yao, Boxing Chen:
GCPG: A General Framework for Controllable Paraphrase Generation. 4035-4047 - Milan Gritta, Ruoyu Hu, Ignacio Iacobacci:
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding. 4048-4061 - Nikolai Ilinykh, Simon Dobnik:
Attention as Grounding: Exploring Textual and Cross-Modal Attention on Entities and Relations in Language-and-Vision Transformer. 4062-4073 - Noëmi Aepli, Rico Sennrich:
Improving Zero-Shot Cross-lingual Transfer Between Closely Related Languages by Injecting Character-Level Noise. 4074-4083 - Lei Li, Kai Fan, Hongjia Li, Chun Yuan:
Structural Supervision for Word Alignment and Machine Translation. 4084-4094 - Kexun Zhang, Jiaao Chen, Diyi Yang:
Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization. 4095-4106 - Ryo Nagata, Manabu Kimura, Kazuaki Hanawa:
Exploring the Capacity of a Large-scale Masked Language Model to Recognize Grammatical Errors. 4107-4118 - Alexios Gidiotis, Grigorios Tsoumakas:
Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue. 4119-4131 - Zining Zhu, Jixuan Wang, Bai Li, Frank Rudzicz:
On the data requirements of probing. 4132-4147 - Marina Fomicheva, Lucia Specia, Nikolaos Aletras:
Translation Error Detection as Rationale Extraction. 4148-4159 - Zi Lin, Jeremiah Zhe Liu, Jingbo Shang:
Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty. 4160-4173 - Zilong Wang, Jingbo Shang:
Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework. 4174-4186 - Lan Jiang, Tianshu Lyu, Yankai Lin, Chong Meng, Xiaoyong Lyu, Dawei Yin:
On Length Divergence Bias in Textual Matching Models. 4187-4193 - Sarik Ghazarian, Behnam Hedayatnia, Alexandros Papangelis, Yang Liu, Dilek Hakkani-Tur:
What is wrong with you?: Leveraging User Sentiment for Automatic Dialog Evaluation. 4194-4204
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