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2020 – today
- 2024
[j1]Boxi Cao
, Hongyu Lin, Xianpei Han, Le Sun:
The Life Cycle of Knowledge in Big Language Models: A Survey. Mach. Intell. Res. 21(2): 217-238 (2024)- [c9]Boxi Cao, Mengjie Ren, Hongyu Lin, Xianpei Han, Feng Zhang, Junfeng Zhan, Le Sun:
StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation. ACL (Findings) 2024: 5300-5318 - [c8]Mengjie Ren, Boxi Cao, Hongyu Lin, Cao Liu, Xianpei Han, Ke Zeng, Guanglu Wan, Xunliang Cai, Le Sun:
Learning or Self-aligning? Rethinking Instruction Fine-tuning. ACL (1) 2024: 6090-6105 - [c7]Xiaoyang Chen, Ben He, Hongyu Lin, Xianpei Han, Tianshu Wang, Boxi Cao, Le Sun, Yingfei Sun:
Spiral of Silence: How is Large Language Model Killing Information Retrieval? - A Case Study on Open Domain Question Answering. ACL (1) 2024: 14930-14951 - [c6]Boxi Cao, Qiaoyu Tang, Hongyu Lin, Shanshan Jiang, Bin Dong, Xianpei Han, Jiawei Chen, Tianshu Wang, Le Sun:
Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models. LREC/COLING 2024: 14016-14036 - [i16]Mengjie Ren, Boxi Cao, Hongyu Lin, Cao Liu, Xianpei Han, Ke Zeng, Guanglu Wan, Xunliang Cai, Le Sun:
Learning or Self-aligning? Rethinking Instruction Fine-tuning. CoRR abs/2402.18243 (2024) - [i15]Ruotong Pan, Boxi Cao, Hongyu Lin, Xianpei Han, Jia Zheng, Sirui Wang, Xunliang Cai, Le Sun:
Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation. CoRR abs/2404.06809 (2024) - [i14]Xiaoyang Chen, Ben He, Hongyu Lin, Xianpei Han, Tianshu Wang, Boxi Cao, Le Sun, Yingfei Sun:
Spiral of Silences: How is Large Language Model Killing Information Retrieval? - A Case Study on Open Domain Question Answering. CoRR abs/2404.10496 (2024) - [i13]Tianshu Wang, Hongyu Lin, Xianpei Han, Xiaoyang Chen, Boxi Cao, Le Sun:
Towards Universal Dense Blocking for Entity Resolution. CoRR abs/2404.14831 (2024) - [i12]Zhuoqun Li, Hongyu Lin, Tianshu Wang, Boxi Cao, Yaojie Lu, Weixiang Zhou, Hao Wang, Zhenyu Zeng, Le Sun, Xianpei Han:
URL: Universal Referential Knowledge Linking via Task-instructed Representation Compression. CoRR abs/2404.16248 (2024) - [i11]Boxi Cao, Keming Lu, Xinyu Lu, Jiawei Chen, Mengjie Ren, Hao Xiang, Peilin Liu, Yaojie Lu, Ben He, Xianpei Han, Le Sun, Hongyu Lin, Bowen Yu:
Towards Scalable Automated Alignment of LLMs: A Survey. CoRR abs/2406.01252 (2024) - [i10]Jiasheng Zheng, Boxi Cao, Zhengzhao Ma, Ruotong Pan, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun:
Beyond Correctness: Benchmarking Multi-dimensional Code Generation for Large Language Models. CoRR abs/2407.11470 (2024) - [i9]Boxi Cao, Mengjie Ren, Hongyu Lin, Xianpei Han, Feng Zhang, Junfeng Zhan, Le Sun:
StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation. CoRR abs/2408.03281 (2024) - [i8]Xin Zheng, Jie Lou, Boxi Cao, Xueru Wen, Yuqiu Ji, Hongyu Lin, Yaojie Lu, Xianpei Han, Debing Zhang, Le Sun:
Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic. CoRR abs/2408.16326 (2024) - 2023
- [c5]Jiawei Chen, Yaojie Lu, Hongyu Lin, Jie Lou, Wei Jia, Dai Dai, Hua Wu, Boxi Cao, Xianpei Han, Le Sun:
Learning In-context Learning for Named Entity Recognition. ACL (1) 2023: 13661-13675 - [c4]Boxi Cao, Qiaoyu Tang, Hongyu Lin, Xianpei Han, Le Sun:
Does the Correctness of Factual Knowledge Matter for Factual Knowledge-Enhanced Pre-trained Language Models? EMNLP 2023: 2327-2340 - [i7]Boxi Cao, Hongyu Lin, Xianpei Han, Le Sun:
The Life Cycle of Knowledge in Big Language Models: A Survey. CoRR abs/2303.07616 (2023) - [i6]Boxi Cao, Qiaoyu Tang, Hongyu Lin, Xianpei Han, Jiawei Chen, Tianshu Wang, Le Sun:
Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models. CoRR abs/2305.09144 (2023) - [i5]Jiawei Chen, Yaojie Lu, Hongyu Lin, Jie Lou, Wei Jia, Dai Dai, Hua Wu, Boxi Cao, Xianpei Han, Le Sun:
Learning In-context Learning for Named Entity Recognition. CoRR abs/2305.11038 (2023) - 2022
- [c3]Fangchao Liu, Hongyu Lin, Xianpei Han, Boxi Cao, Le Sun:
Pre-training to Match for Unified Low-shot Relation Extraction. ACL (1) 2022: 5785-5795 - [c2]Boxi Cao, Hongyu Lin, Xianpei Han, Fangchao Liu, Le Sun:
Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View. ACL (1) 2022: 5796-5808 - [i4]Boxi Cao, Hongyu Lin, Xianpei Han, Fangchao Liu, Le Sun:
Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View. CoRR abs/2203.12258 (2022) - [i3]Fangchao Liu, Hongyu Lin, Xianpei Han, Boxi Cao, Le Sun:
Pre-training to Match for Unified Low-shot Relation Extraction. CoRR abs/2203.12274 (2022) - 2021
- [c1]Boxi Cao, Hongyu Lin, Xianpei Han, Le Sun, Lingyong Yan, Meng Liao, Tong Xue, Jin Xu:
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases. ACL/IJCNLP (1) 2021: 1860-1874 - [i2]Boxi Cao, Hongyu Lin, Xianpei Han, Le Sun, Lingyong Yan, Meng Liao, Tong Xue, Jin Xu:
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases. CoRR abs/2106.09231 (2021) - [i1]Yuan Yao, Qingxiu Dong, Jian Guan, Boxi Cao, Zhengyan Zhang, Chaojun Xiao, Xiaozhi Wang, Fanchao Qi, Junwei Bao, Jinran Nie, Zheni Zeng, Yuxian Gu, Kun Zhou, Xuancheng Huang, Wenhao Li, Shuhuai Ren, Jinliang Lu, Chengqiang Xu, Huadong Wang, Guoyang Zeng, Zile Zhou, Jiajun Zhang, Juanzi Li, Minlie Huang, Rui Yan, Xiaodong He, Xiaojun Wan, Xin Zhao, Xu Sun, Yang Liu, Zhiyuan Liu, Xianpei Han, Erhong Yang, Zhifang Sui, Maosong Sun:
CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. CoRR abs/2112.13610 (2021)
Coauthor Index
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