Scientific and Creative Analogies in Pretrained Language Models

28 November 2022

Papers citing "Scientific and Creative Analogies in Pretrained Language Models"

7 / 7 papers shown

Title
Can language models learn analogical reasoning? Investigating training objectives and comparisons to human performance Molly R. Petersen Lonneke van der Plas LRM 27 6 0 09 Oct 2023
ARN: Analogical Reasoning on Narratives Zhivar Sourati Filip Ilievski Pia Sommerauer Yifan Jiang 21 3 0 02 Oct 2023
RelBERT: Embedding Relations with Language Models Asahi Ushio Jose Camacho-Collados Steven Schockaert KELM 22 1 0 30 Sep 2023
Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction Siyu Yuan Jiangjie Chen Xuyang Ge Yanghua Xiao Deqing Yang 33 7 0 22 May 2023
ANALOGICAL -- A Novel Benchmark for Long Text Analogy Evaluation in Large Language Models Thilini Wijesiriwardene Ruwan Wickramarachchi Bimal Gajera Shreeyash Mukul Gowaikar Chandan Gupta Aman Chadha Aishwarya N. Reganti Amit P. Sheth Amitava Das ELM 25 13 0 08 May 2023
Language Model Behavior: A Comprehensive Survey Tyler A. Chang Benjamin Bergen VLM LRM LM&MA 27 103 0 20 Mar 2023
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 233 31,253 0 16 Jan 2013