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Workshop
KNIFE: Distilling Meta-Reasoning Knowledge with Free-Text Rationales
Aaron Chan · Zhiyuan Zeng · Wyatt Lake · Brihi Joshi · Hanjie Chen · Xiang Ren
Poster
Mon 7:30 Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection
Martijn Oldenhof · Adam Arany · Yves Moreau · Edward De Brouwer
Poster
Mon 2:30 Learning to reason over visual objects
Shanka Subhra Mondal · Taylor Webb · Jonathan Cohen
Poster
LogicDP: Creating Labels for Graph Data via Inductive Logic Programming
Yuan Yang · Faramarz Fekri · James Kerce · Ali Payani
Workshop
Thu 4:00 Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters
Boshi Wang · Sewon Min · Xiang Deng · Jiaming Shen · You Wu · Luke Zettlemoyer · Huan Sun
Workshop
Thu 4:00 A Comprehensive Benchmark of Human-Like Relational Reasoning for Text-to-Image Foundation Models
Colin Conwell · Tomer Ullman
Poster
Wed 2:30 Weakly Supervised Explainable Phrasal Reasoning with Neural Fuzzy Logic
Zijun Wu · Zi Xuan Zhang · Atharva Naik · Zhijian Mei · Mauajama Firdaus · Lili Mou
Poster
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales
Peifeng Wang · Aaron Chan · Filip Ilievski · Muhao Chen · Xiang Ren
Poster
Mon 7:30 Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought
Abulhair Saparov · He He
Poster
Wed 2:30 Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions
Ansong Ni · Jeevana Priya Inala · Chenglong Wang · Alex Polozov · Christopher Meek · Dragomir Radev · Jianfeng Gao
Poster
STREET: A MULTI-TASK STRUCTURED REASONING AND EXPLANATION BENCHMARK
Danilo Neves Ribeiro · Shen Wang · Xiaofei Ma · Henghui Zhu · Rui Dong · Deguang Kong · Juliette Burger · Anjelica Ramos · zhiheng huang · William Wang · George Karypis · Bing Xiang · Dan Roth