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291 Results
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Affinity Event
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Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation Haris Riaz · Ellen Riloff · Mihai Surdeanu |
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Poster
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Wed 11:00 |
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding Tao Zhang · Xiangtai Li · Hao Fei · Haobo Yuan · Shengqiong Wu · Shunping Ji · Chen Change Loy · Shuicheng Yan |
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Affinity Event
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Reducing Reasoning Costs - The Path of Optimization for Chain of Thought via Sparse Attention Mechanism Libo Wang |
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Poster
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Wed 11:00 |
DAPE: Data-Adaptive Positional Encoding for Length Extrapolation Chuanyang Zheng · Yihang Gao · Han Shi · Minbin Huang · Jingyao Li · Jing Xiong · Xiaozhe Ren · Michael Ng · Xin Jiang · Zhenguo Li · Yu Li |
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Poster
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Thu 11:00 |
On the Inductive Bias of Stacking Towards Improving Reasoning Nikunj Saunshi · Stefani Karp · Shankar Krishnan · Sobhan Miryoosefi · Sashank Jakkam Reddi · Sanjiv Kumar |
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Poster
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Wed 16:30 |
OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step Owen Dugan · Donato Jiménez-Benetó · Charlotte Loh · Zhuo Chen · Rumen Dangovski · Marin Soljacic |
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Poster
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Fri 11:00 |
SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization Wanhua Li · Zibin Meng · Jiawei Zhou · Donglai Wei · Chuang Gan · Hanspeter Pfister |
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Poster
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Thu 16:30 |
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset Shubham Toshniwal · Ivan Moshkov · Sean Narenthiran · Daria Gitman · Fei Jia · Igor Gitman |
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Poster
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Thu 16:30 |
LINGOLY: A Benchmark of Olympiad-Level Linguistic Reasoning Puzzles in Low Resource and Extinct Languages Andrew M. Bean · Simi Hellsten · Harry Mayne · Jabez Magomere · Ethan Chi · Ryan Chi · Scott Hale · Hannah Rose Kirk |
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Expo Talk Panel
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Tue 16:00 |
Graph Reasoning in Large Language Models Bryan Perozzi · Clayton Sanford · Jonathan Halcrow |
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Poster
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Wed 11:00 |
Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning Hao Shao · Shengju Qian · Han Xiao · Guanglu Song · ZHUOFAN ZONG · Letian Wang · Yu Liu · Hongsheng Li |
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Poster
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Fri 11:00 |
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs Irene Huang · Wei Lin · Muhammad Jehanzeb Mirza · Jacob Hansen · Sivan Doveh · Victor Butoi · Roei Herzig · Assaf Arbelle · Hilde Kuehne · Trevor Darrell · Chuang Gan · Aude Oliva · Rogerio Feris · Leonid Karlinsky |