Summary of Kcmf: a Knowledge-compliant Framework For Schema and Entity Matching with Fine-tuning-free Llms, by Yongqin Xu et al.
KcMF: A Knowledge-compliant Framework for Schema and Entity Matching with Fine-tuning-free LLMsby Yongqin Xu, Huan…
Summary of End-to-end Planner Training For Language Modeling, by Nathan Cornille et al.
End-to-end Planner Training for Language Modelingby Nathan Cornille, Florian Mai, Jingyuan Sun, Marie-Francine MoensFirst submitted…
Summary of Towards Graph Foundation Models: the Perspective Of Zero-shot Reasoning on Knowledge Graphs, by Kai Wang et al.
Towards Graph Foundation Models: The Perspective of Zero-shot Reasoning on Knowledge Graphsby Kai Wang, Siqiang…
Summary of Sharpness-aware Black-box Optimization, by Feiyang Ye et al.
Sharpness-Aware Black-Box Optimizationby Feiyang Ye, Yueming Lyu, Xuehao Wang, Masashi Sugiyama, Yu Zhang, Ivor TsangFirst…
Summary of Table-llm-specialist: Language Model Specialists For Tables Using Iterative Generator-validator Fine-tuning, by Junjie Xing et al.
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuningby Junjie Xing, Yeye He, Mengyu…
Summary of Model Balancing Helps Low-data Training and Fine-tuning, by Zihang Liu et al.
Model Balancing Helps Low-data Training and Fine-tuningby Zihang Liu, Yuanzhe Hu, Tianyu Pang, Yefan Zhou,…
Summary of Divide-verify-refine: Can Llms Self-align with Complex Instructions?, by Xianren Zhang et al.
Divide-Verify-Refine: Can LLMs Self-Align with Complex Instructions?by Xianren Zhang, Xianfeng Tang, Hui Liu, Zongyu Wu,…
Summary of Enhancing Llm Agents For Code Generation with Possibility and Pass-rate Prioritized Experience Replay, by Yuyang Chen et al.
Enhancing LLM Agents for Code Generation with Possibility and Pass-rate Prioritized Experience Replayby Yuyang Chen,…
Summary of Bias Similarity Across Large Language Models, by Hyejun Jeong et al.
Bias Similarity Across Large Language Modelsby Hyejun Jeong, Shiqing Ma, Amir HoumansadrFirst submitted to arxiv…
Summary of Legallens Shared Task 2024: Legal Violation Identification in Unstructured Text, by Ben Hagag et al.
LegalLens Shared Task 2024: Legal Violation Identification in Unstructured Textby Ben Hagag, Liav Harpaz, Gil…