Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases. - Boxi Cao; Hongyu Lin; Xianpei Han; Le Sun 001; Lingyong Yan; Meng Liao; Tong Xue; Jin Xu 014 (ACL/IJCNLP (1), 2021)

CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. - Yuan Yao 013; Qingxiu Dong; Jian Guan 002; Boxi Cao; Zhengyan Zhang; Chaojun Xiao; Xiaozhi Wang; Fanchao Qi; Junwei Bao 001; Jinran Nie; Zheni Zeng; Yuxian Gu; et al. (CoRR, 2021)

Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View. - Boxi Cao; Hongyu Lin; Xianpei Han; Fangchao Liu; Le Sun 001 (ACL (1), 2022)

Pre-training to Match for Unified Low-shot Relation Extraction. - Fangchao Liu; Hongyu Lin; Xianpei Han; Boxi Cao; Le Sun 001 (ACL (1), 2022)

Learning In-context Learning for Named Entity Recognition. - Jiawei Chen 011; Yaojie Lu 001; Hongyu Lin; Jie Lou; Wei Jia; Dai Dai; Hua Wu 003; Boxi Cao; Xianpei Han; Le Sun 001 (ACL (1), 2023)

Does the Correctness of Factual Knowledge Matter for Factual Knowledge-Enhanced Pre-trained Language Models? - Boxi Cao; Qiaoyu Tang; Hongyu Lin; Xianpei Han; Le Sun 001 (EMNLP, 2023)

Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models. - Boxi Cao; Qiaoyu Tang; Hongyu Lin; Xianpei Han; Jiawei Chen 011; Tianshu Wang 002; Le Sun 001 (CoRR, 2023)

StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation. - Boxi Cao; Mengjie Ren; Hongyu Lin; Xianpei Han; Feng Zhang; Junfeng Zhan; Le Sun 001 (ACL (Findings), 2024)

Spiral of Silence: How is Large Language Model Killing Information Retrieval? - A Case Study on Open Domain Question Answering. - Xiaoyang Chen; Ben He; Hongyu Lin; Xianpei Han; Tianshu Wang 002; Boxi Cao; Le Sun 001; Yingfei Sun (ACL (1), 2024)

Learning or Self-aligning? Rethinking Instruction Fine-tuning. - Mengjie Ren; Boxi Cao; Hongyu Lin; Cao Liu; Xianpei Han; Ke Zeng; Guanglu Wan; Xunliang Cai; Le Sun 001 (ACL (1), 2024)

Pattern Shifting or Knowledge Losing? A Forgetting Perspective for Understanding the Effect of Instruction Fine-Tuning. - Chunkang Zhang; Boxi Cao; Yaojie Lu 001; Hongyu Lin; Liu Cao; Ke Zeng; Guanglu Wan; Xunliang Cai; Xianpei Han; Le Sun 001 (CCL, 2024)

Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models. - Boxi Cao; Qiaoyu Tang; Hongyu Lin; Shanshan Jiang 001; Bin Dong 003; Xianpei Han; Jiawei Chen 011; Tianshu Wang 002; Le Sun 001 (LREC/COLING, 2024)

Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation. - Ruotong Pan; Boxi Cao; Hongyu Lin; Xianpei Han; Jia Zheng 009; Sirui Wang; Xunliang Cai; Le Sun 001 (EMNLP, 2024)

Spiral of Silences: How is Large Language Model Killing Information Retrieval? - A Case Study on Open Domain Question Answering. - Xiaoyang Chen; Ben He; Hongyu Lin; Xianpei Han; Tianshu Wang 002; Boxi Cao; Le Sun 001; Yingfei Sun (CoRR, 2024)

Towards Universal Dense Blocking for Entity Resolution. - Tianshu Wang 002; Hongyu Lin; Xianpei Han; Xiaoyang Chen; Boxi Cao; Le Sun 001 (CoRR, 2024)

URL: Universal Referential Knowledge Linking via Task-instructed Representation Compression. - Zhuoqun Li; Hongyu Lin; Tianshu Wang 002; Boxi Cao; Yaojie Lu 001; Weixiang Zhou; Hao Wang; Zhenyu Zeng; Le Sun 001; Xianpei Han (CoRR, 2024)

Towards Scalable Automated Alignment of LLMs: A Survey. - Boxi Cao; Keming Lu; Xinyu Lu; Jiawei Chen 011; Mengjie Ren; Hao Xiang; Peilin Liu; Yaojie Lu 001; Ben He; Xianpei Han; Le Sun 001; Hongyu Lin; et al. (CoRR, 2024)

Beyond Correctness: Benchmarking Multi-dimensional Code Generation for Large Language Models. - Jiasheng Zheng; Boxi Cao; Zhengzhao Ma; Ruotong Pan; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Le Sun 001 (CoRR, 2024)

Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic. - Xin Zheng; Jie Lou; Boxi Cao; Xueru Wen; Yuqiu Ji; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Debing Zhang; Le Sun 001 (CoRR, 2024)

Multi-Facet Counterfactual Learning for Content Quality Evaluation. - Jiasheng Zheng; Hongyu Lin; Boxi Cao; Meng Liao; Yaojie Lu 001; Xianpei Han; Le Sun 001 (CoRR, 2024)

Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering. - Xinyan Guan; Yanjiang Liu; Xinyu Lu; Boxi Cao; Ben He; Xianpei Han; Le Sun 001; Jie Lou; Bowen Yu 002; Yaojie Lu 001; Hongyu Lin (CoRR, 2024)

The Life Cycle of Knowledge in Big Language Models: A Survey. - Boxi Cao; Hongyu Lin; Xianpei Han; Le Sun 001 (Mach. Intell. Res., 2024)

The Linguistic Connectivities Within Large Language Models. - Dan Wang; Boxi Cao; Ning Bian; Xuanang Chen; Yaojie Lu 001; Hongyu Lin; Jia Zheng 009; Le Sun 001; Shanshan Jiang 001; Bin Dong 003; Xianpei Han (ACL (Findings), 2025)

Memorizing is Not Enough: Deep Knowledge Injection Through Reasoning. - Ruoxi Xu; Yunjie Ji; Boxi Cao; Yaojie Lu 001; Hongyu Lin; Xianpei Han; Ben He; Yingfei Sun; Xiangang Li; Le Sun 001 (ACL (1), 2025)

Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic. - Xin Zheng; Jie Lou; Boxi Cao; Xueru Wen; Yuqiu Ji; Hongyu Lin; Yaojie Lu 001; Xianpei Han; Debing Zhang; Le Sun 001 (ACL (Findings), 2025)