Summary of Automatic Curriculum Expert Iteration For Reliable Llm Reasoning, by Zirui Zhao et al.
Automatic Curriculum Expert Iteration for Reliable LLM Reasoningby Zirui Zhao, Hanze Dong, Amrita Saha, Caiming…
Summary of Differential Transformer, by Tianzhu Ye et al.
Differential Transformerby Tianzhu Ye, Li Dong, Yuqing Xia, Yutao Sun, Yi Zhu, Gao Huang, Furu…
Summary of Tldr: Token-level Detective Reward Model For Large Vision Language Models, by Deqing Fu et al.
TLDR: Token-Level Detective Reward Model for Large Vision Language Modelsby Deqing Fu, Tong Xiao, Rui…
Summary of Auto-gda: Automatic Domain Adaptation For Efficient Grounding Verification in Retrieval-augmented Generation, by Tobias Leemann et al.
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generationby Tobias Leemann, Periklis Petridis,…
Summary of Characterizing Context Influence and Hallucination in Summarization, by James Flemings et al.
Characterizing Context Influence and Hallucination in Summarizationby James Flemings, Wanrong Zhang, Bo Jiang, Zafar Takhirov,…
Summary of Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization, by Lei Xu et al.
Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarizationby Lei Xu, Mohammed Asad Karim,…
Summary of Haloscope: Harnessing Unlabeled Llm Generations For Hallucination Detection, by Xuefeng Du et al.
HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detectionby Xuefeng Du, Chaowei Xiao, Yixuan LiFirst submitted…
Summary of Automated Test Generation to Evaluate Tool-augmented Llms As Conversational Ai Agents, by Samuel Arcadinho et al.
Automated test generation to evaluate tool-augmented LLMs as conversational AI agentsby Samuel Arcadinho, David Aparicio,…
Summary of Clue: Concept-level Uncertainty Estimation For Large Language Models, by Yu-hsiang Wang et al.
CLUE: Concept-Level Uncertainty Estimation for Large Language Modelsby Yu-Hsiang Wang, Andrew Bai, Che-Ping Tsai, Cho-Jui…
Summary of Understanding Multimodal Hallucination with Parameter-free Representation Alignment, by Yueqian Wang et al.
Understanding Multimodal Hallucination with Parameter-Free Representation Alignmentby Yueqian Wang, Jianxin Liang, Yuxuan Wang, Huishuai Zhang,…