Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go
without Hallucination?

Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?

16 November 2023

Papers citing "Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?"

14 / 14 papers shown

Title
DeepSeek vs. ChatGPT vs. Claude: A Comparative Study for Scientific Computing and Scientific Machine Learning Tasks Qile Jiang Zhiwei Gao George Em Karniadakis LRM 64 6 0 25 Feb 2025
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Yibo Yan Shen Wang Jiahao Huo Jingheng Ye Zhendong Chu Xuming Hu Philip S. Yu Carla P. Gomes B. Selman Qingsong Wen LRM 127 9 0 05 Feb 2025
Learning by Analogy: Enhancing Few-Shot Prompting for Math Word Problem Solving with Computational Graph-Based Retrieval Xiaocong Yang Jiacheng Lin Z. Wang Chengxiang Zhai ReLM 73 0 0 25 Nov 2024
Are Transformers Truly Foundational for Robotics? James A. R. Marshall Andrew B. Barron AI4CE 73 0 0 25 Nov 2024
Shortcut Learning in In-Context Learning: A Survey Rui Song Yingji Li Fausto Giunchiglia Fausto Giunchiglia Hao Xu 45 2 0 04 Nov 2024
ReasonAgain: Using Extractable Symbolic Programs to Evaluate Mathematical Reasoning Xiaodong Yu Ben Zhou Hao Cheng Dan Roth ReLM LRM 38 1 0 24 Oct 2024
ToW: Thoughts of Words Improve Reasoning in Large Language Models Zhikun Xu Ming shen Jacob Dineen Zhaonan Li Xiao Ye Shijie Lu Aswin Rrv Chitta Baral Ben Zhou LRM 149 1 0 21 Oct 2024
MARS: A neurosymbolic approach for interpretable drug discovery L. Delong Yojana Gadiya Paola Galdi Jacques D. Fleuriot Daniel Domingo-Fernández 129 2 0 02 Oct 2024
FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation Bangzheng Li Ben Zhou Xingyu Fu Fei Wang Dan Roth Muhao Chen 28 3 0 17 Jun 2024
BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models Yu Feng Ben Zhou Weidong Lin Dan Roth 73 4 0 18 Apr 2024
Conceptual and Unbiased Reasoning in Language Models Ben Zhou Hongming Zhang Sihao Chen Dian Yu Hongwei Wang Baolin Peng Dan Roth Dong Yu ReLM LRM ELM 39 12 0 30 Mar 2024
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,248 0 21 Mar 2022
Entity-Based Knowledge Conflicts in Question Answering Shayne Longpre Kartik Perisetla Anthony Chen Nikhil Ramesh Chris DuBois Sameer Singh HILM 245 237 0 10 Sep 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 250 673 0 06 Jan 2021