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ORCIDZijun Yao 0002
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Publications
- 2025
[c27]Hao Peng, Xin Lv, Yushi Bai, Zijun Yao, Jiajie Zhang, Lei Hou, Juanzi Li:
Pre-training Distillation for Large Language Models: A Design Space Exploration. ACL (1) 2025: 3603-3618- [c26]Xiaokang Zhang, Sijia Luo, Bohan Zhang, Zeyao Ma, Jing Zhang, Yang Li, Guanlin Li, Zijun Yao, Kangli Xu, Jinchang Zhou, Daniel Zhang-Li, Jifan Yu, Shu Zhao, Juanzi Li, Jie Tang:
TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios. ACL (Findings) 2025: 10315-10344 - [c25]Hao Peng, Yunjia Qi, Xiaozhi Wang, Zijun Yao, Bin Xu, Lei Hou, Juanzi Li:
Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems. ACL (1) 2025: 15934-15949 - [c24]Zijun Yao, Weijian Qi, Liangming Pan, Shulin Cao, Linmei Hu, Weichuan Liu, Lei Hou, Juanzi Li:
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation. ACL (1) 2025: 27022-27043 - [c23]Amy Xin, Yunjia Qi, Zijun Yao, Fangwei Zhu, Kaisheng Zeng, Bin Xu, Lei Hou, Juanzi Li:
LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking. CIKM 2025: 3550-3559 - [c22]Yantao Liu, Zijun Yao, Rui Min, Yixin Cao, Lei Hou, Juanzi Li:
RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style. ICLR 2025 - [c21]Zhenyu Hou, Xin Lv, Rui Lu, Jiajie Zhang, Yujiang Li, Zijun Yao, Juanzi Li, Jie Tang, Yuxiao Dong:
T1: Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling. ICML 2025 - [c20]Yuanchun Wang, Jifan Yu, Zijun Yao, Jing Zhang, Yuyang Xie, Shangqing Tu, Yiyang Fu, Youhe Feng, Jinkai Zhang, Jingyao Zhang, Bowen Huang, Yuanyao Li, Huihui Yuan, Lei Hou, Juanzi Li, Jie Tang:
SoAy: A Solution-based LLM API-using Methodology for Academic Information Seeking. KDD (1) 2025: 2660-2671 - [i36]Zhenyu Hou, Xin Lv, Rui Lu, Jiajie Zhang, Yujiang Li, Zijun Yao, Juanzi Li, Jie Tang, Yuxiao Dong:
Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling. CoRR abs/2501.11651 (2025) - [i35]Yantao Liu, Zijun Yao, Rui Min, Yixin Cao, Lei Hou, Juanzi Li:
Pairwise RM: Perform Best-of-N Sampling with Knockout Tournament. CoRR abs/2501.13007 (2025) - [i34]Hao Peng, Yunjia Qi, Xiaozhi Wang, Zijun Yao, Bin Xu, Lei Hou, Juanzi Li:
Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems. CoRR abs/2502.19328 (2025) - [i33]Yi Jing, Zijun Yao, Lingxu Ran, Hongzhu Guo, Xiaozhi Wang, Lei Hou, Juanzi Li:
Sparse Auto-Encoder Interprets Linguistic Features in Large Language Models. CoRR abs/2502.20344 (2025) - [i32]Yixin Cao, Shibo Hong, Xinze Li, Jiahao Ying, Yubo Ma, Haiyuan Liang, Yantao Liu, Zijun Yao, Xiaozhi Wang, Dan Huang, Wenxuan Zhang, Lifu Huang, Muhao Chen, Lei Hou, Qianru Sun, Xingjun Ma, Zuxuan Wu, Min-Yen Kan, David Lo, Qi Zhang, Heng Ji, Jing Jiang, Juanzi Li, Aixin Sun, Xuanjing Huang, Tat-Seng Chua, Yu-Gang Jiang:
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks. CoRR abs/2504.18838 (2025) - [i30]Zijun Yao, Yantao Liu, Yanxu Chen, Jianhui Chen, Junfeng Fang, Lei Hou, Juanzi Li, Tat-Seng Chua:
Are Reasoning Models More Prone to Hallucination? CoRR abs/2505.23646 (2025) - [i29]Jiaran Ye, Zijun Yao, Zhidian Huang, Liangming Pan, Jinxin Liu, Yushi Bai, Amy Xin, Weichuan Liu, Xiaoyin Che, Lei Hou, Juanzi Li:
How does Transformer Learn Implicit Reasoning? CoRR abs/2505.23653 (2025) - [i28]Yanxu Chen, Zijun Yao, Yantao Liu, Jin Ye, Jianing Yu, Lei Hou, Juanzi Li:
StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets? CoRR abs/2510.02209 (2025) - 2024
- [c19]Xiaokang Zhang, Zijun Yao, Jing Zhang, Kaifeng Yun, Jifan Yu, Juanzi Li, Jie Tang:
Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking. ACL (1) 2024: 12348-12364 - [c18]Zhicheng Lee
, Zhidian Huang, Zijun Yao, Jinxin Liu, Amy Xin, Lei Hou, Juanzi Li:
DiaKoP: Dialogue-based Knowledge-oriented Programming for Neural-symbolic Knowledge Base Question Answering. CIKM 2024: 5234-5238 - [c17]Jifan Yu, Xiaohan Zhang, Yifan Xu, Xuanyu Lei, Zijun Yao, Jing Zhang, Lei Hou, Juanzi Li:
A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation. LREC/COLING 2024: 102-112 - [c16]Yuchen Fan, Yantao Liu, Zijun Yao, Jifan Yu, Lei Hou, Juanzi Li:
Evaluating Generative Language Models in Information Extraction as Subjective Question Correction. LREC/COLING 2024: 6409-6417 - [c15]Yantao Liu, Zijun Yao, Xin Lv, Yuchen Fan, Shulin Cao, Jifan Yu, Lei Hou, Juanzi Li:
Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models. LREC/COLING 2024: 17186-17204 - [c14]Jifan Yu, Xiaozhi Wang, Shangqing Tu, Shulin Cao, Daniel Zhang-Li, Xin Lv, Hao Peng, Zijun Yao, Xiaohan Zhang, Hanming Li, Chunyang Li, Zheyuan Zhang, Yushi Bai, Yantao Liu, Amy Xin, Kaifeng Yun, Linlu Gong, Nianyi Lin, Jianhui Chen, Zhili Wu, Yunjia Qi, Weikai Li, Yong Guan, Kaisheng Zeng, Ji Qi, Hailong Jin, Jinxin Liu, Yu Gu, Yuan Yao, Ning Ding, Lei Hou, Zhiyuan Liu, Bin Xu, Jie Tang, Juanzi Li:
KoLA: Carefully Benchmarking World Knowledge of Large Language Models. ICLR 2024 - [i27]Daniel Zhang-Li, Nianyi Lin, Jifan Yu, Zheyuan Zhang, Zijun Yao, Xiaokang Zhang, Lei Hou, Jing Zhang, Juanzi Li:
Reverse That Number! Decoding Order Matters in Arithmetic Learning. CoRR abs/2403.05845 (2024) - [i26]Xiaokang Zhang, Jing Zhang, Zeyao Ma, Yang Li, Bohan Zhang, Guanlin Li, Zijun Yao, Kangli Xu, Jinchang Zhou, Daniel Zhang-Li, Jifan Yu, Shu Zhao, Juanzi Li, Jie Tang:
TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios. CoRR abs/2403.19318 (2024) - [i25]Jifan Yu, Xiaohan Zhang, Yifan Xu, Xuanyu Lei, Zijun Yao, Jing Zhang, Lei Hou, Juanzi Li:
A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation. CoRR abs/2404.03491 (2024) - [i24]Yuchen Fan, Yantao Liu, Zijun Yao, Jifan Yu, Lei Hou, Juanzi Li:
Evaluating Generative Language Models in Information Extraction as Subjective Question Correction. CoRR abs/2404.03532 (2024) - [i23]Yantao Liu, Zijun Yao, Xin Lv, Yuchen Fan, Shulin Cao, Jifan Yu, Lei Hou, Juanzi Li:
Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models. CoRR abs/2404.03577 (2024) - [i22]Xiaokang Zhang, Zijun Yao, Jing Zhang, Kaifeng Yun, Jifan Yu, Juanzi Li, Jie Tang:
Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking. CoRR abs/2404.06742 (2024) - [i21]Yuanchun Wang, Jifan Yu, Zijun Yao, Jing Zhang, Yuyang Xie, Shangqing Tu, Yiyang Fu, Youhe Feng, Jinkai Zhang, Jingyao Zhang, Bowen Huang, Yuanyao Li, Huihui Yuan, Lei Hou, Juanzi Li, Jie Tang:
A Solution-based LLM API-using Methodology for Academic Information Seeking. CoRR abs/2405.15165 (2024) - [i20]Shangqing Tu, Kejian Zhu, Yushi Bai, Zijun Yao, Lei Hou, Juanzi Li:
DICE: Detecting In-distribution Contamination in LLM's Fine-tuning Phase for Math Reasoning. CoRR abs/2406.04197 (2024) - [i19]Jianhui Chen, Xiaozhi Wang, Zijun Yao, Yushi Bai, Lei Hou, Juanzi Li:
Finding Safety Neurons in Large Language Models. CoRR abs/2406.14144 (2024) - [i18]Zijun Yao, Weijian Qi, Liangming Pan, Shulin Cao, Linmei Hu, Weichuan Liu, Lei Hou, Juanzi Li:
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation. CoRR abs/2406.19215 (2024) - [i17]Yantao Liu, Zhao Zhang, Zijun Yao, Shulin Cao, Lei Hou, Juanzi Li:
Aligning Teacher with Student Preferences for Tailored Training Data Generation. CoRR abs/2406.19227 (2024) - [i16]Amy Xin, Yunjia Qi, Zijun Yao, Fangwei Zhu, Kaisheng Zeng, Bin Xu, Lei Hou, Juanzi Li:
LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking. CoRR abs/2407.04020 (2024) - [i15]Yantao Liu, Zijun Yao, Rui Min, Yixin Cao, Lei Hou, Juanzi Li:
RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style. CoRR abs/2410.16184 (2024) - [i14]Hao Peng, Xin Lv, Yushi Bai, Zijun Yao, Jiajie Zhang, Lei Hou, Juanzi Li:
Pre-training Distillation for Large Language Models: A Design Space Exploration. CoRR abs/2410.16215 (2024) - [i13]Amy Xin, Jinxin Liu, Zijun Yao, Zhicheng Lee, Shulin Cao, Lei Hou, Juanzi Li:
AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning. CoRR abs/2411.16495 (2024) - 2023
- [c13]Zijun Yao, Yuanyong Chen, Xin Lv, Shulin Cao, Amy Xin, Jifan Yu, Hailong Jin, Jianjun Xu, Peng Zhang, Lei Hou, Juanzi Li:
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering. ACL (demo) 2023: 179-189 - [c12]Zijun Yao, Yantao Liu, Xin Lv, Shulin Cao, Jifan Yu, Juanzi Li, Lei Hou:
KoRC: Knowledge Oriented Reading Comprehension Benchmark for Deep Text Understanding. ACL (Findings) 2023: 11689-11707 - [c10]Shangqing Tu, Zheyuan Zhang, Jifan Yu, Chunyang Li, Siyu Zhang, Zijun Yao, Lei Hou, Juanzi Li:
LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts. CIKM 2023: 4843-4849 - [c9]Shulin Cao, Jiajie Zhang, Jiaxin Shi, Xin Lv, Zijun Yao, Qi Tian, Lei Hou, Juanzi Li:
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions. EMNLP (Findings) 2023: 12541-12560 - [c8]Zeyao Ma, Zijun Yao, Jing Zhang, Jifan Yu, Xiaohan Zhang, Juanzi Li, Jie Tang:
FFAEval: Evaluating Dialogue System via Free-For-All Ranking. EMNLP (Findings) 2023: 15672-15684 - [c7]Jing Zhang, Xiaokang Zhang, Daniel Zhang-Li, Jifan Yu, Zijun Yao, Zeyao Ma, Yiqi Xu, Haohua Wang, Xiaohan Zhang, Nianyi Lin, Sunrui Lu, Juanzi Li, Jie Tang:
GLM-Dialog: Noise-tolerant Pre-training for Knowledge-grounded Dialogue Generation. KDD 2023: 5564-5575 - [c6]Jifan Yu, Mengying Lu, Qingyang Zhong, Zijun Yao, Shangqing Tu, Zhengshan Liao, Xiaoya Li, Manli Li, Lei Hou, Hai-Tao Zheng, Juanzi Li, Jie Tang:
MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs. SIGIR 2023: 2924-2934 - [c5]Shulin Cao, Zijun Yao, Lei Hou, Juanzi Li:
Language-independent Taxonomy Derivation from Wikipedia via Multi-task Adversarial Learning. Wikidata@ISWC 2023 - [i12]Jing Zhang, Xiaokang Zhang, Daniel Zhang-li, Jifan Yu, Zijun Yao, Zeyao Ma, Yiqi Xu, Haohua Wang, Xiaohan Zhang, Nianyi Lin, Sunrui Lu, Juanzi Li, Jie Tang:
GLM-Dialog: Noise-tolerant Pre-training for Knowledge-grounded Dialogue Generation. CoRR abs/2302.14401 (2023) - [i11]Jifan Yu, Mengying Lu, Qingyang Zhong, Zijun Yao, Shangqing Tu, Zhengshan Liao, Xiaoya Li, Manli Li, Lei Hou, Hai-Tao Zheng, Juanzi Li, Jie Tang:
MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs. CoRR abs/2304.02205 (2023) - [i10]Jifan Yu, Xiaozhi Wang, Shangqing Tu, Shulin Cao, Daniel Zhang-li, Xin Lv, Hao Peng, Zijun Yao, Xiaohan Zhang, Hanming Li, Chunyang Li, Zheyuan Zhang, Yushi Bai, Yantao Liu, Amy Xin, Nianyi Lin, Kaifeng Yun, Linlu Gong, Jianhui Chen, Zhili Wu, Yunjia Qi, Weikai Li, Yong Guan, Kaisheng Zeng, Ji Qi, Hailong Jin, Jinxin Liu, Yu Gu, Yuan Yao, Ning Ding, Lei Hou, Zhiyuan Liu, Bin Xu, Jie Tang, Juanzi Li:
KoLA: Carefully Benchmarking World Knowledge of Large Language Models. CoRR abs/2306.09296 (2023) - [i9]Zijun Yao, Yantao Liu, Xin Lv, Shulin Cao, Jifan Yu, Lei Hou, Juanzi Li:
KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text Understanding. CoRR abs/2307.03115 (2023) - [i8]Zijun Yao, Yuanyong Chen, Xin Lv, Shulin Cao, Amy Xin, Jifan Yu, Hailong Jin, Jianjun Xu, Peng Zhang, Lei Hou, Juanzi Li:
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering. CoRR abs/2307.03130 (2023) - [i7]Shangqing Tu, Zheyuan Zhang, Jifan Yu, Chunyang Li, Siyu Zhang, Zijun Yao, Lei Hou, Juanzi Li:
LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts. CoRR abs/2308.05935 (2023) - [i6]Shulin Cao, Jiajie Zhang, Jiaxin Shi, Xin Lv, Zijun Yao, Qi Tian, Juanzi Li, Lei Hou:
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions. CoRR abs/2311.13982 (2023) - 2022
- [c4]Shulin Cao, Jiaxin Shi, Zijun Yao, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Zhiyuan Liu, Jinghui Xiao:
Program Transfer for Answering Complex Questions over Knowledge Bases. ACL (1) 2022: 8128-8140 - [c3]Boda Lin, Zijun Yao, Jiaxin Shi, Shulin Cao, Binghao Tang, Si Li, Yong Luo, Juanzi Li, Lei Hou:
Dependency Parsing via Sequence Generation. EMNLP (Findings) 2022: 7339-7353 - [i5]Boda Lin, Zijun Yao, Jiaxin Shi, Shulin Cao, Binghao Tang, Si Li, Yong Luo, Juanzi Li, Lei Hou:
Schema-Free Dependency Parsing via Sequence Generation. CoRR abs/2201.12407 (2022) - [i4]Xin Lv, Yankai Lin, Zijun Yao, Kaisheng Zeng, Jiajie Zhang, Lei Hou, Juanzi Li:
Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension. CoRR abs/2210.05921 (2022) - 2021
- [c2]Zijun Yao, Chengjiang Li, Tiansi Dong, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Yichi Zhang, Zelin Dai:
Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making. ACL/IJCNLP (1) 2021: 2770-2781 - [c1]Jifan Yu, Yuquan Wang, Qingyang Zhong, Gan Luo, Yiming Mao, Kai Sun, Wenzheng Feng, Wei Xu, Shulin Cao, Kaisheng Zeng, Zijun Yao, Lei Hou, Yankai Lin, Peng Li, Jie Zhou, Bin Xu, Juanzi Li, Jie Tang, Maosong Sun:
MOOCCubeX: A Large Knowledge-centered Repository for Adaptive Learning in MOOCs. CIKM 2021: 4643-4652 - [i3]Zijun Yao, Chengjiang Li, Tiansi Dong, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Yichi Zhang, Zelin Dai:
Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making. CoRR abs/2106.04174 (2021) - [i1]Shulin Cao, Jiaxin Shi, Zijun Yao, Lei Hou, Juanzi Li, Jinghui Xiao:
Program Transfer and Ontology Awareness for Semantic Parsing in KBQA. CoRR abs/2110.05743 (2021)
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