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Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large
  Language Models in Knowledge Conflicts
v1v2v3v4 (latest)

Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts

International Conference on Learning Representations (ICLR), 2023
22 May 2023
Jian Xie
Kai Zhang
Jiangjie Chen
Renze Lou
Yu-Chuan Su
    RALM
ArXiv (abs)PDFHTMLHuggingFace (2 upvotes)Github (68★)

Papers citing "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"

5 / 105 papers shown
Title
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language ModelsComputational Linguistics (CL), 2023
Yue Zhang
Yafu Li
Leyang Cui
Deng Cai
Lemao Liu
...
Longyue Wang
Anh Tuan Luu
Freda Shi
Shuming Shi
Shuming Shi
LRMRALMHILM
606
777
0
03 Sep 2023
Toward Zero-Shot Instruction Following
Toward Zero-Shot Instruction FollowingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Renze Lou
Wenpeng Yin
184
2
0
04 Aug 2023
ToolQA: A Dataset for LLM Question Answering with External Tools
ToolQA: A Dataset for LLM Question Answering with External ToolsNeural Information Processing Systems (NeurIPS), 2023
Yuchen Zhuang
Yue Yu
Kuan-Chieh Wang
Haotian Sun
Chao Zhang
ELMLLMAG
242
335
0
23 Jun 2023
Automatic Evaluation of Attribution by Large Language Models
Automatic Evaluation of Attribution by Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Xiang Yue
Boshi Wang
Ziru Chen
Kai Zhang
Yu-Chuan Su
Huan Sun
ALMLRMHILM
224
74
0
10 May 2023
Look Closer to Your Enemy: Learning to Attack via Teacher-Student
  Mimicking
Look Closer to Your Enemy: Learning to Attack via Teacher-Student MimickingIEEE Transactions on Big Data (TBD), 2022
Mingejie Wang
Jianxiong Guo
Sirui Li
Dingwen Xiao
Zhiqing Tang
AAML
267
0
0
27 Jul 2022
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