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46 Results
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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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Poster
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Fri 11:00 |
From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection Xinlei Wang · Maike Feng · Jing Qiu · JINJIN GU · Junhua Zhao |
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Workshop
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Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks Yun-Shiuan Chuang · Krirk Nirunwiroj · Zach Studdiford · Agam Goyal · Vincent Frigo · Sijia Yang · Dhavan Shah · Junjie Hu · Timothy T Rogers |
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Workshop
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How are companies reducing emissions? An LLM-based approach to creating a carbon emissions reduction levers library at scale Varsha Gopalakrishnan · Shaena Ulissi · Andrew Dumit · Krishna Rao · Katherine Tsai · Sangwon Suh |
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Workshop
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Enhancing Biomedical Schema Matching with LLM-based Training Data Generation Yurong Liu · Aécio Santos · Eduardo Pena · Roque Lopez · Eden Wu · Juliana Freire |
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Workshop
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Autotelic LLM-based exploration for goal-conditioned RL Guillaume Pourcel · Thomas Carta · Grgur Kovac · Pierre-Yves Oudeyer |
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Workshop
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Gaps Between Research and Practice When Measuring Representational Harms Caused by LLM-Based Systems Emma Harvey · Emily Sheng · Su Lin Blodgett · Alexandra Chouldechova · Jean Garcia-Gathright · Alexandra Olteanu · Hanna Wallach |
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Poster
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Wed 16:30 |
Can Graph Learning Improve Planning in LLM-based Agents? Xixi Wu · Yifei Shen · Caihua Shan · Kaitao Song · Siwei Wang · Bohang Zhang · Jiarui Feng · Hong Cheng · Wei Chen · Yun Xiong · Dongsheng Li |
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Workshop
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GUI-WORLD: A GUI-oriented Video Dataset for Multimodal LLM-based Agents Dongping Chen · Yue Huang · Siyuan Wu · Jingyu Tang · Huichi Zhou · Qihui Zhang · Zhigang He · Yilin Bai · Gao Chujie · Liuyi Chen · Yiqiang Li · Chenlong Wang · Yue Yu · Tianshuo Zhou · Zhen Li · Yi Gui · Yao Wan · Pan Zhou · Jianfeng Gao · Lichao Sun |
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Workshop
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Richelieu: Self-Evolving LLM-Based Agents for AI Diplomacy Zhenyu Guan · Xiangyu Kong · Fangwei Zhong · Yizhou Wang |
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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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HoneyComb: A Flexible LLM-Based Agent System for Materials Science Huan Zhang · Yu Song · Ziyu Hou · Santiago Miret · Bang Liu |