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26 Results
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Poster
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Thu 11:00 |
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning Shirley Wu · Shiyu Zhao · Qian Huang · Kexin Huang · Michihiro Yasunaga · Kaidi Cao · Vassilis Ioannidis · Karthik Subbian · Jure Leskovec · James Zou |
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Workshop
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HoneyComb: A Flexible LLM-Based Agent System for Materials Science Huan Zhang · Yu Song · Ziyu Hou · Santiago Miret · Bang Liu |
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Workshop
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Sat 16:39 |
HoneyComb: A Flexible LLM-Based Agent System for Materials Science Huan Zhang · Yu Song · Ziyu Hou · Santiago Miret · Bang Liu |
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Workshop
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RACOON: An LLM-based Framework for Retrieval-Augmented Column Type Annotation with a Knowledge Graph Lindsey Linxi Wei · Guorui Xiao · Magdalena Balazinska |
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Workshop
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RAR-Agent: Retrieval Augmented Reflection Learning from Scratch for Reasoning Shipeng Xie · Haichao Zhu · Da Chen |
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Poster
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Fri 11:00 |
LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems Pengkun Wang · Zhe Zhao · HaiBin Wen · Fanfu Wang · Binwu Wang · Qingfu Zhang · Yang Wang |
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Workshop
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MemReasoner: A Memory-augmented LLM Architecture for Multi-hop Reasoning Ching-Yun Ko · Sihui Dai · Payel Das · Georgios Kollias · Subhajit Chaudhury · Aurelie Lozano |
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Workshop
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RAP: Retrieval-Augmented Planning with Contextual Memory for Multimodal LLM Agents Tomoyuki Kagaya · Thong Yuan · Yuxuan Lou · Panasonic Karlekar Jayashree · Panasonic Sugiri Pranata · Akira Kinose · Koki Oguri · Felix Wick · Yang You |
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Workshop
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THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language Models Mengfei Liang · Archish Arun · Zekun Wu · CRISTIAN VILLALOBOS · Jonathan Lutch · Emre Kazim · Adriano Koshiyama · Philip Treleaven |
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Workshop
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StateFlow: Enhancing LLM Task-Solving through State-Driven Workflows Yiran Wu · Tianwei Yue · Shaokun Zhang · Chi Wang · Qingyun Wu |
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Poster
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Thu 11:00 |
IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation Fan Lin · Shuyi Xie · Yong Dai · Wenlin Yao · TianJiao Lang · Yu Zhang |
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Poster
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Thu 16:30 |
Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning Hang Zhou · Yehui Tang · Haochen Qin · Yujie Yang · Renren Jin · Deyi Xiong · Kai Han · Yunhe Wang |