Improving Compositional Generalization in Semantic Parsing

12 October 2020

Papers citing "Improving Compositional Generalization in Semantic Parsing"

44 / 44 papers shown

Title
A General Theory for Compositional Generalization Jingwen Fu Zhizheng Zhang Yan Lu Nanning Zheng AI4CE CoGe 190 2 0 20 May 2024
Inducing Systematicity in Transformers by Attending to Structurally Quantized EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yichen Jiang Xiang Zhou Mohit Bansal 210 1 0 09 Feb 2024
Neural-Logic Human-Object Interaction Detection Liulei Li Jianan Wei Wenguan Wang Yi Yang 229 39 0 16 Nov 2023
Data Factors for Better Compositional Generalization Xiang Zhou Yichen Jiang Mohit Bansal CoGe OOD 166 6 0 08 Nov 2023
On Evaluating Multilingual Compositional Generalization with Translated DatasetsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zi Wang Daniel Hershcovich 297 8 0 20 Jun 2023
Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Weihao Zeng Lulu Zhao Keqing He Ruotong Geng Jingang Wang Wei Wu Weiran Xu 164 6 0 17 Jun 2023
Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic ParsingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Mayank Agarwal Pavan Kapanipathi Subhajit Chaudhury Tahira Naseem Ramón Fernández Astudillo Achille Fokoue Tim Klinger NAI 196 3 0 07 May 2023
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic InterpretationTransactions of the Association for Computational Linguistics (TACL), 2023 Zhengxuan Wu Christopher D. Manning Christopher Potts 214 27 0 24 Mar 2023
Towards Zero-Shot Functional Compositionality of Language Models Hangyeol Yu Myeongho Jeong Jamin Shin Hyeongdon Moon Juneyoung Park Seungtaek Choi 204 2 0 06 Mar 2023
Semantic-aware Contrastive Learning for More Accurate Semantic ParsingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Shan Wu Chunlei Xin Bo Chen Xianpei Han Le Sun 139 4 0 19 Jan 2023
Real-World Compositional Generalization with Disentangled Sequence-to-Sequence LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Hao Zheng Mirella Lapata OOD CoGe DRL 140 6 0 12 Dec 2022
Mutual Exclusivity Training and Primitive Augmentation to Induce CompositionalityConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yichen Jiang Xiang Zhou Joey Tianyi Zhou 143 10 0 28 Nov 2022
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 251 1 0 22 Nov 2022
InterFair: Debiasing with Natural Language Feedback for Fair Interpretable PredictionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Bodhisattwa Prasad Majumder Zexue He Julian McAuley 160 7 0 14 Oct 2022
Translate First Reorder Later: Leveraging Monotonicity in Semantic ParsingFindings (Findings), 2022 Francesco Cazzaro Davide Locatelli A. Quattoni X. Carreras 200 4 0 10 Oct 2022
Compositional Generalisation with Structured Reordering and Fertility LayersConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Matthias Lindemann Alexander Koller Ivan Titov CoGe 191 7 0 06 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and reviewNature Machine Intelligence (Nat. Mach. Intell.), 2022 Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Robert Bamler Zhijing Jin 524 128 0 06 Oct 2022
Improving Text-to-SQL Semantic Parsing with Fine-grained Query UnderstandingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jun Wang Patrick Ng Alexander Hanbo Li Jiarong Jiang Zhiguo Wang Ramesh Nallapati Bing Xiang Sudipta Sengupta 245 4 0 28 Sep 2022
Improving Compositional Generalization in Math Word Problem Solving Yunshi Lan Lei Wang Jingwu Jiang Ee-Peng Lim 183 9 0 03 Sep 2022
TalkToModel: Explaining Machine Learning Models with Interactive Natural Language ConversationsNature Machine Intelligence (Nat. Mach. Intell.), 2022 Dylan Slack Satyapriya Krishna Himabindu Lakkaraju Sameer Singh 253 108 0 08 Jul 2022
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic ParsingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Linlu Qiu Peter Shaw Panupong Pasupat Tianze Shi Jonathan Herzig Emily Pitler Fei Sha Kristina Toutanova AI4CE LRM 267 59 0 24 May 2022
SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models Jingfeng Yang Haoming Jiang Qingyu Yin Danqing Zhang Bing Yin Diyi Yang 139 51 0 15 May 2022
Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment Yujian Gan Xinyun Chen Qiuping Huang Matthew Purver 158 25 0 04 May 2022
Compositional Generalization and Decomposition in Neural Program Synthesis Kensen Shi Joey Hong Manzil Zaheer Pengcheng Yin Charles Sutton 151 7 0 07 Apr 2022
Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Shivanshu Gupta Sameer Singh Matt Gardner 193 7 0 16 Mar 2022
Retrieve-and-Fill for Scenario-based Task-Oriented Semantic ParsingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Akshat Shrivastava Shrey Desai Anchit Gupta A. Elkahky Aleksandr Livshits Alexander Zotov Ahmed Aly 255 7 0 02 Feb 2022
Unobserved Local Structures Make Compositional Generalization HardConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ben Bogin Shivanshu Gupta Jonathan Berant CoGe 187 35 0 15 Jan 2022
Improving Compositional Generalization with Latent Structure and Data Augmentation Linlu Qiu Peter Shaw Panupong Pasupat Pawel Krzysztof Nowak Tal Linzen Fei Sha Kristina Toutanova CoGe 238 60 0 14 Dec 2021
Compositional Generalization for Natural Language Interfaces to Web APIs Saghar Hosseini Ahmed Hassan Awadallah Yu-Chuan Su 124 7 0 09 Dec 2021
Learning to Generalize Compositionally by Transferring Across Semantic Parsing Tasks Peng Guo Peter Shaw Tal Linzen Fei Sha 169 7 0 09 Nov 2021
Disentangled Sequence to Sequence Learning for Compositional GeneralizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Hao Zheng Mirella Lapata CoGe DRL 166 40 0 09 Oct 2021
Inducing Transformer's Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks Yichen Jiang Joey Tianyi Zhou 214 27 0 30 Sep 2021
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Yujian Gan Xinyun Chen Matthew Purver 192 115 0 11 Sep 2021
Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional GeneralizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 I. Oren Jonathan Herzig Jonathan Berant 123 32 0 06 Sep 2021
Sequence-to-Sequence Learning with Latent Neural Grammars Yoon Kim 531 42 0 02 Sep 2021
Complex Knowledge Base Question Answering: A Survey Yunshi Lan Gaole He Jinhao Jiang Jing Jiang Wayne Xin Zhao Ji-Rong Wen 380 113 0 15 Aug 2021
Compositional Generalization in Multilingual Semantic Parsing over WikidataTransactions of the Association for Computational Linguistics (TACL), 2021 Ruixiang Cui Rahul Aralikatte Heather Lent Daniel Hershcovich 220 15 0 07 Aug 2021
Toward Code Generation: A Survey and Lessons from Semantic Parsing Celine Lee Justin Emile Gottschlich Dan Roth Intel Labs 3DV 131 18 0 26 Apr 2021
Competency Problems: On Finding and Removing Artifacts in Language DataConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Matt Gardner William Merrill Jesse Dodge Matthew E. Peters Alexis Ross Sameer Singh Noah A. Smith 480 117 0 17 Apr 2021
Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations Jonathan Herzig Peter Shaw Ming-Wei Chang Kelvin Guu Panupong Pasupat Yuan Zhang AI4CE 156 70 0 15 Apr 2021
Paired Examples as Indirect Supervision in Latent Decision ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Nitish Gupta Sameer Singh Matt Gardner Dan Roth 170 7 0 05 Apr 2021
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?Annual Meeting of the Association for Computational Linguistics (ACL), 2020 Peter Shaw Ming-Wei Chang Panupong Pasupat Kristina Toutanova CoGe 212 192 0 24 Oct 2020
Compositional Generalization via Semantic Tagging Hao Zheng Mirella Lapata 159 35 0 22 Oct 2020
Revisit Systematic Generalization via Meaningful LearningBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2020 Ning Shi Wei Ping Wei Wang Xiangyu Liu Zhouhan Lin 412 2 0 14 Mar 2020