Uncontrolled Lexical Exposure Leads to Overestimation of Compositional Generalization in Pretrained Models

21 December 2022

Papers citing "Uncontrolled Lexical Exposure Leads to Overestimation of Compositional Generalization in Pretrained Models"

9 / 9 papers shown

Title
On the generalization capacity of neural networks during generic multimodal reasoning Takuya Ito Soham Dan Mattia Rigotti James Kozloski Murray Campbell LRM 30 2 0 26 Jan 2024
How Do In-Context Examples Affect Compositional Generalization? Shengnan An Zeqi Lin Qiang Fu B. Chen Nanning Zheng Jian-Guang Lou Dongmei Zhang 32 49 0 08 May 2023
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation Zhengxuan Wu Christopher D. Manning Christopher Potts 27 22 0 24 Mar 2023
Dissociating language and thought in large language models Kyle Mahowald Anna A. Ivanova I. Blank Nancy Kanwisher J. Tenenbaum Evelina Fedorenko ELM ReLM 23 209 0 16 Jan 2023
Language model acceptability judgements are not always robust to context Koustuv Sinha Jon Gauthier Aaron Mueller Kanishka Misra Keren Fuentes R. Levy Adina Williams 11 17 0 18 Dec 2022
LAGr: Labeling Aligned Graphs for Improving Systematic Generalization in Semantic Parsing Dora Jambor Dzmitry Bahdanau 97 9 0 14 Oct 2021
Inducing Transformer's Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks Yichen Jiang Mohit Bansal 90 25 0 30 Sep 2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 210 1,489 0 02 Sep 2021
Learning Algebraic Recombination for Compositional Generalization Chenyao Liu Shengnan An Zeqi Lin Qian Liu Bei Chen Jian-Guang Lou Lijie Wen Nanning Zheng Dongmei Zhang CoGe 186 36 0 14 Jul 2021