Resolving Entity Morphs in Censored Data. - Hongzhao Huang; Zhen Wen; Dian Yu 001; Heng Ji 001; Yizhou Sun; Jiawei Han 001; He Li (ACL (1), 2013)

RPI-BLENDER TAC-KBP2013 Knowledge Base Population System. - Dian Yu 001; Haibo Li 004; Taylor Cassidy; Qi Li 014; Hongzhao Huang; Zheng Chen 015; Heng Ji 001; Yongzhong Zhang; Dan Roth 001 (TAC, 2013)

The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding. - Dian Yu 001; Hongzhao Huang; Taylor Cassidy; Heng Ji 001; Chi Wang 001; Shi Zhi; Jiawei Han 001; Clare R. Voss; Malik Magdon-Ismail (COLING, 2014)

Detecting Deceptive Groups Using Conversations and Network Analysis. - Dian Yu 001; Yulia Tyshchuk; Heng Ji 001; William A. Wallace (ACL (1), 2015)

Modeling Truth Existence in Truth Discovery. - Shi Zhi; Bo Zhao 001; Wenzhu Tong; Jing Gao 004; Dian Yu 001; Heng Ji 001; Jiawei Han 001 (KDD, 2015)

Why Read if You Can Scan? Trigger Scoping Strategy for Biographical Fact Extraction. - Dian Yu 001; Heng Ji 001; Sujian Li; Chin-Yew Lin (HLT-NAACL, 2015)

RPI BLENDER TAC-KBP2015 System Description. - Yu Hong; Di Lu 003; Dian Yu 001; Xiaoman Pan; Xiaobin Wang; Yadong Chen; Lifu Huang; Heng Ji 001 (TAC, 2015)

Unsupervised Person Slot Filling based on Graph Mining. - Dian Yu 001; Heng Ji 001 (ACL (1), 2016)

RPI BLENDER TAC-KBP2016 System Description. - Dian Yu 001; Xiaoman Pan; Boliang Zhang; Lifu Huang; Di Lu 003; Spencer Whitehead; Heng Ji 001 (TAC, 2016)

Open Relation Extraction and Grounding. - Dian Yu 001; Lifu Huang; Heng Ji 001 (IJCNLP(1), 2017)

Unsupervised graph-based relation extraction and validation for knowledge base population. - Dian Yu 001 (2017)

Improving Question Answering with External Knowledge. - Xiaoman Pan; Kai Sun 006; Dian Yu 001; Jianshu Chen; Heng Ji 001; Claire Cardie; Dong Yu 001 (MRQA@EMNLP, 2019)

Improving Pre-Trained Multilingual Model with Vocabulary Expansion. - Hai Wang 013; Dian Yu 001; Kai Sun 006; Jianshu Chen; Dong Yu 001 (CoNLL, 2019)

Evidence Sentence Extraction for Machine Reading Comprehension. - Hai Wang 013; Dian Yu 001; Kai Sun 006; Jianshu Chen; Dong Yu 001; David A. McAllester; Dan Roth 001 (CoNLL, 2019)

Improving Machine Reading Comprehension with General Reading Strategies. - Kai Sun 006; Dian Yu 001; Dong Yu 001; Claire Cardie (NAACL-HLT (1), 2019)

Improving Question Answering with External Knowledge. - Xiaoman Pan; Kai Sun 006; Dian Yu 001; Heng Ji 001; Dong Yu 001 (CoRR, 2019)

Probing Prior Knowledge Needed in Challenging Chinese Machine Reading Comprehension. - Kai Sun 006; Dian Yu 001; Dong Yu 001; Claire Cardie (CoRR, 2019)

Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach. - Shiyang Li; Jianshu Chen; Dian Yu 001 (CoRR, 2019)

Improving Pre-Trained Multilingual Models with Vocabulary Expansion. - Hai Wang 013; Dian Yu 001; Kai Sun 006; Jianshu Chen; Dong Yu 001 (CoRR, 2019)

DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension. - Kai Sun 006; Dian Yu 001; Jianshu Chen; Dong Yu 001; Yejin Choi 001; Claire Cardie (Trans. Assoc. Comput. Linguistics, 2019)

MultiSumm: Towards a Unified Model for Multi-Lingual Abstractive Summarization. - Yue Cao 006; Xiaojun Wan 001; Jin-ge Yao; Dian Yu 001 (AAAI, 2020)

Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension. - Hongyu Gong; Yelong Shen; Dian Yu 001; Jianshu Chen; Dong Yu 001 (ACL, 2020)

Dialogue-Based Relation Extraction. - Dian Yu 001; Kai Sun 006; Claire Cardie; Dong Yu 001 (ACL, 2020)

CLUE: A Chinese Language Understanding Evaluation Benchmark. - Liang Xu 011; Hai Hu; Xuanwei Zhang; Lu Li; Chenjie Cao; Yudong Li 001; Yechen Xu; Kai Sun 006; Dian Yu 001; Cong Yu 010; Yin Tian; Qianqian Dong; et al. (COLING, 2020)

CLUE: A Chinese Language Understanding Evaluation Benchmark. - Liang Xu 010; Xuanwei Zhang; Lu Li; Hai Hu; Chenjie Cao; Weitang Liu; Junyi Li; Yudong Li 001; Kai Sun 006; Yechen Xu; Yiming Cui 001; Cong Yu 010; et al. (CoRR, 2020)

Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension. - Kai Sun 006; Dian Yu 001; Dong Yu 001; Claire Cardie (Trans. Assoc. Comput. Linguistics, 2020)

Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories. - Wenlin Yao; Xiaoman Pan; Lifeng Jin; Jianshu Chen; Dian Yu 001; Dong Yu 001 (EMNLP (1), 2021)

Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data. - Dian Yu 001; Kai Sun 006; Dong Yu 001; Claire Cardie (EMNLP (Findings), 2021)

Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge. - Kai Sun 006; Dian Yu 001; Jianshu Chen; Dong Yu 001; Claire Cardie (ACL (1), 2022)

C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References. - Xiang Yue; Xiaoman Pan; Wenlin Yao; Dian Yu 001; Dong Yu 001; Jianshu Chen (ACL (2), 2022)

Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension. - Chao Zhao 002; Wenlin Yao; Dian Yu 001; Kaiqiang Song; Dong Yu 001; Jianshu Chen (ACL (2), 2022)

NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization. - Chao Zhao 002; Faeze Brahman; Kaiqiang Song; Wenlin Yao; Dian Yu 001; Snigdha Chaturvedi (EMNLP (Findings), 2022)

ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion. - Pei Chen; Wenlin Yao; Hongming Zhang 009; Xiaoman Pan; Dian Yu 001; Dong Yu 001; Jianshu Chen (ICDM (Workshops), 2022)

End-to-End Chinese Speaker Identification. - Dian Yu 001; Ben Zhou; Dong Yu 001 (NAACL-HLT, 2022)

Cross-Lingual Speaker Identification Using Distant Supervision. - Ben Zhou; Dian Yu 001; Dong Yu 001; Dan Roth 001 (CoRR, 2022)

Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks. - Zhenhailong Wang; Xiaoman Pan; Dian Yu 001; Dong Yu 001; Jianshu Chen; Heng Ji 001 (ACL (Findings), 2023)

How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method. - Wenlin Yao; Lifeng Jin; Hongming Zhang 009; Xiaoman Pan; Kaiqiang Song; Dian Yu 001; Dong Yu 001; Jianshu Chen (EACL, 2023)

Document-Level Machine Translation with Large Language Models. - Longyue Wang; Chenyang Lyu; Tianbo Ji; Zhirui Zhang; Dian Yu 001; Shuming Shi 001; Zhaopeng Tu (EMNLP, 2023)

More Than Spoken Words: Nonverbal Message Extraction and Generation. - Dian Yu 001; Xiaoyang Wang; Wanshun Chen; Nan Du; Longyue Wang; Haitao Mi; Dong Yu 001 (EMNLP, 2023)

Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models. - Xiaoman Pan; Wenlin Yao; Hongming Zhang 009; Dian Yu 001; Dong Yu 001; Jianshu Chen (ICLR, 2023)

Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs. - Longyue Wang; Zhaopeng Tu; Yan Gu; Siyou Liu; Dian Yu 001; Qingsong Ma; Chenyang Lyu; Liting Zhou; Chao-Hong Liu; Yufeng Ma; Weiyu Chen; Yvette Graham; et al. (WMT, 2023)

Disco-Bench: A Discourse-Aware Evaluation Benchmark for Language Modelling. - Longyue Wang; Zefeng Du; Donghuai Liu; Deng Cai 002; Dian Yu 001; Haiyun Jiang; Yan Wang 060; Leyang Cui; Shuming Shi 001; Zhaopeng Tu (CoRR, 2023)

Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models. - Jiaao Chen; Xiaoman Pan; Dian Yu 001; Kaiqiang Song; Xiaoyang Wang; Dong Yu 001; Jianshu Chen (CoRR, 2023)

OpenFact: Factuality Enhanced Open Knowledge Extraction. - Linfeng Song; Ante Wang; Xiaoman Pan; Hongming Zhang 009; Dian Yu 001; Lifeng Jin; Haitao Mi; Jinsong Su; Yue Zhang 004; Dong Yu 001 (Trans. Assoc. Comput. Linguistics, 2023)

MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning. - Zhenwen Liang; Dian Yu 001; Xiaoman Pan; Wenlin Yao; Qingkai Zeng; Xiangliang Zhang 001; Dong Yu 001 (LREC/COLING, 2024)

Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation. - Zhen Zhao 001; Zicheng Wang; Longyue Wang; Dian Yu 001; Yixuan Yuan; Luping Zhou (ECCV (5), 2024)

Skills-in-Context: Unlocking Compositionality in Large Language Models. - Jiaao Chen; Xiaoman Pan; Dian Yu 001; Kaiqiang Song; Xiaoyang Wang; Dong Yu 001; Jianshu Chen (EMNLP (Findings), 2024)

Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning. - Zhihan Zhang 001; Tao Ge 005; Zhenwen Liang; Wenhao Yu 002; Dian Yu 001; Mengzhao Jia; Dong Yu 001; Meng Jiang 001 (EMNLP, 2024)

Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations. - Sihao Chen; Hongming Zhang 009; Tong Chen; Ben Zhou; Wenhao Yu 002; Dian Yu 001; Baolin Peng; Hongwei Wang 010; Dan Roth 001; Dong Yu 001 (NAACL-HLT, 2024)

Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing. - Ye Tian; Baolin Peng; Linfeng Song; Lifeng Jin; Dian Yu 001; Lei Han; Haitao Mi; Dong Yu 001 (NeurIPS, 2024)

Conceptual and Unbiased Reasoning in Language Models. - Ben Zhou; Hongming Zhang 009; Sihao Chen; Dian Yu 001; Hongwei Wang 010; Baolin Peng; Dan Roth 001; Dong Yu 001 (CoRR, 2024)

Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing. - Ye Tian; Baolin Peng; Linfeng Song; Lifeng Jin; Dian Yu 001; Haitao Mi; Dong Yu 001 (CoRR, 2024)

MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions. - Zhenwen Liang; Dian Yu 001; Wenhao Yu 002; Wenlin Yao; Zhihan Zhang 001; Xiangliang Zhang 001; Dong Yu 001 (CoRR, 2024)

Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning. - Zhihan Zhang 001; Zhenwen Liang; Wenhao Yu 002; Dian Yu 001; Mengzhao Jia; Dong Yu 001; Meng Jiang 001 (CoRR, 2024)

Scaling Synthetic Data Creation with 1,000,000,000 Personas. - Xin Chan; Xiaoyang Wang; Dian Yu 001; Haitao Mi; Dong Yu 001 (CoRR, 2024)

LiteSearch: Efficacious Tree Search for LLM. - Ante Wang; Linfeng Song; Ye Tian; Baolin Peng; Dian Yu 001; Haitao Mi; Jinsong Su; Dong Yu 001 (CoRR, 2024)

SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models. - Dian Yu 001; Baolin Peng; Ye Tian; Linfeng Song; Haitao Mi; Dong Yu 001 (CoRR, 2024)

Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning. - Xiyao Wang; Linfeng Song; Ye Tian; Dian Yu 001; Baolin Peng; Haitao Mi; Furong Huang; Dong Yu 001 (CoRR, 2024)

Teaching LLMs to Refine with Tools. - Dian Yu 001; Yuheng Zhang; Jiahao Xu; Tian Liang; Linfeng Song; Zhaopeng Tu; Haitao Mi; Dong Yu 001 (CoRR, 2024)

Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs. - Xingyu Chen; Jiahao Xu; Tian Liang; Zhiwei He 002; Jianhui Pang; Dian Yu 001; Linfeng Song; Qiuzhi Liu; Mengfei Zhou; Zhuosheng Zhang 001; Rui Wang 015; Zhaopeng Tu; et al. (CoRR, 2024)

LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning. - Ante Wang; Linfeng Song; Ye Tian; Baolin Peng; Dian Yu 001; Haitao Mi; Jinsong Su; Dong Yu 001 (AAAI, 2025)

Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls. - Ante Wang; Linfeng Song; Ye Tian; Dian Yu 001; Haitao Mi; Xiangyu Duan; Zhaopeng Tu; Jinsong Su; Dong Yu 001 (ACL (1), 2025)

DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search. - Murong Yue; Wenlin Yao; Haitao Mi; Dian Yu 001; Ziyu Yao 002; Dong Yu 001 (ICLR, 2025)

Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning. - Yuheng Zhang; Dian Yu 001; Baolin Peng; Linfeng Song; Ye Tian; Mingyue Huo; Nan Jiang 008; Haitao Mi; Dong Yu 001 (ICLR, 2025)

Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models. - Jianhui Pang; Fanghua Ye 001; Derek Fai Wong; Dian Yu 001; Shuming Shi 001; Zhaopeng Tu; Longyue Wang (Trans. Assoc. Comput. Linguistics, 2025)

OpenCharacter: Training Customizable Role-Playing LLMs with Large-Scale Synthetic Personas. - Xiaoyang Wang; Hongming Zhang 009; Tao Ge 005; Wenhao Yu 002; Dian Yu 001; Dong Yu 001 (CoRR, 2025)

Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs. - Yue Wang; Qiuzhi Liu; Jiahao Xu; Tian Liang; Xingyu Chen; Zhiwei He 002; Linfeng Song; Dian Yu 001; Juntao Li; Zhuosheng Zhang 001; Rui Wang 015; Zhaopeng Tu; et al. (CoRR, 2025)

Improving LLM General Preference Alignment via Optimistic Online Mirror Descent. - Yuheng Zhang; Dian Yu 001; Tao Ge 005; Linfeng Song; Zhichen Zeng 001; Haitao Mi; Nan Jiang 008; Dong Yu 001 (CoRR, 2025)

Crossing the Reward Bridge: Expanding RL with Verifiable Rewards Across Diverse Domains. - Yi Su 006; Dian Yu 001; Linfeng Song; Juntao Li; Haitao Mi; Zhaopeng Tu; Min Zhang 005; Dong Yu 001 (CoRR, 2025)

DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning. - Zhiwei He 002; Tian Liang; Jiahao Xu; Qiuzhi Liu; Xingyu Chen; Yue Wang; Linfeng Song; Dian Yu 001; Zhenwen Liang; Wenxuan Wang 001; Zhuosheng Zhang 001; Rui Wang 015; et al. (CoRR, 2025)