Can Language Model Understand Word Semantics as A Chatbot? An Empirical Study of Language Model Internal External Mismatch

Current common interactions with language models is through full inference. This approach may not necessarily align with the model's internal knowledge. Studies show discrepancies between prompts and internal representations. Most focus on sentence understanding. We study the discrepancy of wor...

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Veröffentlicht in:	arXiv.org 2024-09
Hauptverfasser:	Zhao, Jinman, Zhang, Xueyan, Yue, Xingyu, Chen, Weizhe, Qian, Zifan, Wang, Ruiyu
Format:	Artikel
Sprache:	eng
Schlagworte:	Encoders-Decoders Knowledge representation Semantics Words (language)
Online-Zugang:	Volltext
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