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64 Results
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Workshop
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Investigating Goal-Aligned and Empathetic Social Reasoning Strategies for Human-Like Social Intelligence in LLMs Anirudh Gajula · Raaghav Malik |
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Workshop
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Sat 9:30 |
Causal reasoning in foundation agents Jane Wang |
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Workshop
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Compositional Communication with LLMs and Reasoning about Chemical Structures Sarathkrishna Swaminathan · Dmitry Zubarev |
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Poster
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Wed 16:30 |
MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs Zhongshen Zeng · Yinhong Liu · Yingjia Wan · Jingyao Li · Pengguang Chen · Jianbo Dai · Yuxuan Yao · Rongwu Xu · Zehan Qi · Wanru Zhao · Linling Shen · Jianqiao Lu · Haochen Tan · Yukang Chen · Hao Zhang · Zhan Shi · Bailin Wang · Zhijiang Guo · Jiaya Jia |
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Poster
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Fri 11:00 |
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning Jaehyun Nam · Kyuyoung Kim · Seunghyuk Oh · Jihoon Tack · Jaehyung Kim · Jinwoo Shin |
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Workshop
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MMLU-Pro+: Evaluating Higher-Order Reasoning and Shortcut Learning in LLMs Saeid Asgari · Aliasghar Khani · Amir Khasahmadi |
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Poster
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Fri 16:30 |
Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data Johannes Treutlein · Dami Choi · Jan Betley · Samuel Marks · Cem Anil · Roger Grosse · Owain Evans |
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Workshop
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Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus Terufumi Morishita · Gaku Morio · Atsuki Yamaguchi · Yasuhiro Sogawa |
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Workshop
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MMLU-Pro+: Evaluating Higher-Order Reasoning and Shortcut Learning in LLMs Saeid Asgari · Aliasghar Khani · Amir Khasahmadi |
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Workshop
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Automated Design of Agentic Systems Shengran Hu · Cong Lu · Jeff Clune |
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Workshop
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Automated Design of Agentic Systems Shengran Hu · Cong Lu · Jeff Clune |
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Workshop
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LLMs as Emotion Analyzers for Causal Models: Partial Identification with Fuzzy Interval Data Huidi Ma · Wendao Xue · Yifan Yu |