A Survey on Compositional Generalization in Applications

A Survey on Compositional Generalization in Applications

2 February 2023

Djallel Bouneffouf

Papers citing "A Survey on Compositional Generalization in Applications"

18 / 18 papers shown

Title
Entity-based Reinforcement Learning for Autonomous Cyber Defence Isaac Symes Thompson Alberto Caron Chris Hicks V. Mavroudis AAML 143 3 0 23 Oct 2024
Compositional Risk Minimization Divyat Mahajan Mohammad Pezeshki Ioannis Mitliagkas Kartik Ahuja Pascal Vincent Pascal Vincent 71 4 0 08 Oct 2024
Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language Zhenlin Xu Marc Niethammer Colin Raffel CoGe OOD OCL DRL 82 43 0 02 Oct 2022
Improving Compositional Generalization in Math Word Problem Solving Yunshi Lan Lei Wang Jingwu Jiang Ee-Peng Lim 125 7 0 03 Sep 2022
SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning Baihan Lin Guillermo Cecchi Djallel Bouneffouf OffRL 58 12 0 27 Aug 2022
Knowledge Management System with NLP-Assisted Annotations: A Brief Survey and Outlook Baihan Lin 60 11 0 15 Jun 2022
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing Linlu Qiu Peter Shaw Panupong Pasupat Tianze Shi Jonathan Herzig Emily Pitler Fei Sha Kristina Toutanova AI4CE LRM 96 54 0 24 May 2022
Toward Compositional Generalization in Object-Oriented World Modeling Linfeng Zhao Lingzhi Kong Robin Walters Lawson L. S. Wong OCL 49 21 0 28 Apr 2022
Policy Architectures for Compositional Generalization in Control Allan Zhou Vikash Kumar Chelsea Finn Aravind Rajeswaran 51 23 0 10 Mar 2022
Lightweight Compositional Embeddings for Incremental Streaming Recommendation Mengyue Hang Tobias Schnabel Longqi Yang Jennifer Neville 19 6 0 04 Feb 2022
Compositional Multi-Object Reinforcement Learning with Linear Relation Networks Davide Mambelli Frederik Trauble Stefan Bauer Bernhard Schölkopf Francesco Locatello OCL 66 17 0 31 Jan 2022
Grounded Graph Decoding Improves Compositional Generalization in Question Answering Yu Gai Paras Jain Wendi Zhang Joseph E. Gonzalez D. Song Ion Stoica BDL OOD 54 8 0 05 Nov 2021
On Compositional Generalization of Neural Machine Translation Yafu Li Yongjing Yin Yulong Chen Yue Zhang 196 46 0 31 May 2021
COGS: A Compositional Generalization Challenge Based on Semantic Interpretation Najoung Kim Tal Linzen CoGe 46 280 0 12 Oct 2020
Compositional Generalization in Image Captioning Mitja Nikolaus Mostafa Abdou Matthew Lamm Rahul Aralikatte Desmond Elliott CoGe 57 49 0 10 Sep 2019
Human few-shot learning of compositional instructions Brenden M. Lake Tal Linzen Marco Baroni 63 112 0 14 Jan 2019
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations Francesco Locatello Stefan Bauer Mario Lucic Gunnar Rätsch Sylvain Gelly Bernhard Schölkopf Olivier Bachem OOD 113 1,466 0 29 Nov 2018
Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols Serhii Havrylov Ivan Titov LLMAG 70 288 0 31 May 2017