| 2025 | ACL | Lost in Literalism: How Supervised Training Shapes Translationese in LLMs. | Yafu Li, Ronghao Zhang, Zhilin Wang, Huajian Zhang, Leyang Cui, Yongjing Yin, Tong Xiao, Yue Zhang |
| 2025 | COLING | Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks. | Qintong Li, Leyang Cui, Lingpeng Kong, Wei Bi |
| 2025 | EMNLP | Thinking Out Loud: Do Reasoning Models Know When They're Right? | Qingcheng Zeng, Weihao Xuan, Leyang Cui, Rob Voigt |
| 2025 | NAACL | Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs. | Sen Yang, Xin Li, Leyang Cui, Lidong Bing, Wai Lam |
| 2025 | NAACL | Alleviating Hallucinations of Large Language Models through Induced Hallucinations. | Yue Zhang, Leyang Cui, Wei Bi, Shuming Shi |
| 2024 | AAAI | NaRuto: Automatically Acquiring Planning Models from Narrative Texts. | Ruiqi Li, Leyang Cui, Songtuan Lin, Patrik Haslum |
| 2024 | ACL | Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal. | Jianheng Huang, Leyang Cui, Ante Wang, Chengyi Yang, Xinting Liao, Linfeng Song, Junfeng Yao, Jinsong Su |
| 2024 | ACL | GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers. | Qintong Li, Leyang Cui, Xueliang Zhao, Lingpeng Kong, Wei Bi |
| 2024 | ACL | MAGE: Machine-generated Text Detection in the Wild. | Yafu Li, Qintong Li, Leyang Cui, Wei Bi, Zhilin Wang, Longyue Wang, Linyi Yang, Shuming Shi, Yue Zhang |
| 2024 | ACL | Spotting AI's Touch: Identifying LLM-Paraphrased Spans in Text. | Yafu Li, Zhilin Wang, Leyang Cui, Wei Bi, Shuming Shi, Yue Zhang |
| 2024 | ACL | Benchmarking and Improving Long-Text Translation with Large Language Models. | Longyue Wang, Zefeng Du, Wenxiang Jiao, Chenyang Lyu, Jianhui Pang, Leyang Cui, Kaiqiang Song, Derek F. Wong, Shuming Shi, Zhaopeng Tu |
| 2024 | EMNLP | Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning. | Sen Yang, Leyang Cui, Deng Cai, Xinting Huang, Shuming Shi, Wai Lam |
| 2024 | EMNLP | Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability. | Tsz Ting Chung, Leyang Cui, Lemao Liu, Xinting Huang, Shuming Shi, Dit-Yan Yeung |
| 2024 | EMNLP | Knowledge Verification to Nip Hallucination in the Bud. | Fanqi Wan, Xinting Huang, Leyang Cui, Xiaojun Quan, Wei Bi, Shuming Shi |
| 2024 | ICLR | Retrieval is Accurate Generation. | Bowen Cao, Deng Cai, Leyang Cui, Xuxin Cheng, Wei Bi, Yuexian Zou, Shuming Shi |
| 2023 | ACL | Effidit: An Assistant for Improving Writing Efficiency. | Shuming Shi, Enbo Zhao, Wei Bi, Deng Cai, Leyang Cui, Xinting Huang, Haiyun Jiang, Duyu Tang, Kaiqiang Song, Longyue Wang, Chenyan Huang, Guoping Huang, Yan Wang, Piji Li |
| 2023 | ACL | Enhancing Grammatical Error Correction Systems with Explanations. | Yuejiao Fei, Leyang Cui, Sen Yang, Wai Lam, Zhenzhong Lan, Shuming Shi |
| 2023 | ACL | Explicit Syntactic Guidance for Neural Text Generation. | Yafu Li, Leyang Cui, Jianhao Yan, Yongjing Yin, Wei Bi, Shuming Shi, Yue Zhang |
| 2023 | ACL | Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue Systems. | Chiyu Song, Hongliang He, Haofei Yu, Pengfei Fang, Leyang Cui, Zhenzhong Lan |
| 2023 | EMNLP | RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation. | Yue Zhang, Leyang Cui, Enbo Zhao, Wei Bi, Shuming Shi |
| 2023 | EMNLP | Non-autoregressive Text Editing with Copy-aware Latent Alignments. | Yu Zhang, Yue Zhang, Leyang Cui, Guohong Fu |
| 2023 | EMNLP | EDeR: Towards Understanding Dependency Relations Between Events. | Ruiqi Li, Patrik Haslum, Leyang Cui |
| 2023 | EMNLP | LogiCoT: Logical Chain-of-Thought Instruction Tuning. | Hanmeng Liu, Zhiyang Teng, Leyang Cui, Chaoli Zhang, Qiji Zhou, Yue Zhang |
| 2022 | ACL | Investigating Non-local Features for Neural Constituency Parsing. | Leyang Cui, Sen Yang, Yue Zhang |
| 2022 | ACL | Challenges to Open-Domain Constituency Parsing. | Sen Yang, Leyang Cui, Ruoxi Ning, Di Wu, Yue Zhang |
| 2022 | COLING | FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition. | Linyi Yang, Lifan Yuan, Leyang Cui, Wenyang Gao, Yue Zhang |
| 2022 | EMNLP | Cross-domain Generalization for AMR Parsing. | Xuefeng Bai, Sen Yang, Leyang Cui, Linfeng Song, Yue Zhang |
| 2022 | EMNLP | Multi-Granularity Optimization for Non-Autoregressive Translation. | Yafu Li, Leyang Cui, Yongjing Yin, Yue Zhang |
| 2021 | AAAI | Natural Language Inference in Context - Investigating Contextual Reasoning over Long Texts. | Hanmeng Liu, Leyang Cui, Jian Liu, Yue Zhang |
| 2021 | ACL | On Commonsense Cues in BERT for Solving Commonsense Tasks. | Leyang Cui, Sijie Cheng, Yu Wu, Yue Zhang |
| 2021 | ACL | Template-Based Named Entity Recognition Using BART. | Leyang Cui, Yu Wu, Jian Liu, Sen Yang, Yue Zhang |
| 2021 | EMNLP | Solving Aspect Category Sentiment Analysis as a Text Generation Task. | Jian Liu, Zhiyang Teng, Leyang Cui, Hanmeng Liu, Yue Zhang |
| 2021 | EMNLP | Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation. | Leyang Cui, Yu Wu, Shujie Liu, Yue Zhang |
| 2020 | AAAI | Evaluating Commonsense in Pre-Trained Language Models. | Xuhui Zhou, Yue Zhang, Leyang Cui, Dandan Huang |
| 2020 | ACL | MuTual: A Dataset for Multi-Turn Dialogue Reasoning. | Leyang Cui, Yu Wu, Shujie Liu, Yue Zhang, Ming Zhou |
| 2020 | COLING | Does Chinese BERT Encode Word Structure? | Yile Wang, Leyang Cui, Yue Zhang |
| 2020 | COLING | Making the Best Use of Review Summary for Sentiment Analysis. | Sen Yang, Leyang Cui, Jun Xie, Yue Zhang |
| 2020 | EMNLP | What Have We Achieved on Text Summarization? | Dandan Huang, Leyang Cui, Sen Yang, Guangsheng Bao, Kun Wang, Jun Xie, Yue Zhang |
| 2020 | IJCAI | LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning. | Jian Liu, Leyang Cui, Hanmeng Liu, Dandan Huang, Yile Wang, Yue Zhang |
| 2019 | EMNLP | Hierarchically-Refined Label Attention Network for Sequence Labeling. | Leyang Cui, Yue Zhang |