Empirical Investigation of Neural Symbolic Reasoning Strategies

Empirical Investigation of Neural Symbolic Reasoning Strategies

16 February 2023

Tatsuki Kuribayashi

Masashi Yoshikawa

Keisuke Sakaguchi

Papers citing "Empirical Investigation of Neural Symbolic Reasoning Strategies"

8 / 8 papers shown

Title
First Heuristic Then Rational: Dynamic Use of Heuristics in Language Model Reasoning Yoichi Aoki Keito Kudo Tatsuki Kuribayashi Shusaku Sone Masaya Taniguchi Keisuke Sakaguchi Kentaro Inui LRM 23 1 0 23 Jun 2024
Assessing Step-by-Step Reasoning against Lexical Negation: A Case Study on Syllogism Mengyu Ye Tatsuki Kuribayashi Jun Suzuki Goro Kobayashi Hiroaki Funayama LRM 26 8 0 23 Oct 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 307 4,077 0 24 May 2022
Modeling Multi-hop Question Answering as Single Sequence Prediction Semih Yavuz Kazuma Hashimoto Yingbo Zhou N. Keskar Caiming Xiong 41 27 0 18 May 2022
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 3,237 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 349 8,457 0 28 Jan 2022
BERT & Family Eat Word Salad: Experiments with Text Understanding Ashim Gupta Giorgi Kvernadze Vivek Srikumar 197 73 0 10 Jan 2021
Neurosymbolic AI: The 3rd Wave Artur Garcez Luís C. Lamb NAI 65 290 0 10 Dec 2020