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2010.05647
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Improving Compositional Generalization in Semantic Parsing
12 October 2020
I. Oren
Jonathan Herzig
Nitish Gupta
Matt Gardner
Jonathan Berant
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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
170
2
0
20 May 2024
Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Yichen Jiang
Xiang Zhou
Mohit Bansal
206
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 Datasets
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Zi Wang
Daniel Hershcovich
262
8
0
20 Jun 2023
Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Weihao Zeng
Lulu Zhao
Keqing He
Ruotong Geng
Jingang Wang
Wei Wu
Weiran Xu
156
6
0
17 Jun 2023
Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing
Annual 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
192
3
0
07 May 2023
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation
Transactions of the Association for Computational Linguistics (TACL), 2023
Zhengxuan Wu
Christopher D. Manning
Christopher Potts
206
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
196
2
0
06 Mar 2023
Semantic-aware Contrastive Learning for More Accurate Semantic Parsing
Conference 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 Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Hao Zheng
Mirella Lapata
OOD
CoGe
DRL
136
6
0
12 Dec 2022
Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality
Conference 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
247
1
0
22 Nov 2022
InterFair: Debiasing with Natural Language Feedback for Fair Interpretable Predictions
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Bodhisattwa Prasad Majumder
Zexue He
Julian McAuley
156
7
0
14 Oct 2022
Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing
Findings (Findings), 2022
Francesco Cazzaro
Davide Locatelli
A. Quattoni
X. Carreras
200
4
0
10 Oct 2022
Compositional Generalisation with Structured Reordering and Fertility Layers
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Matthias Lindemann
Alexander Koller
Ivan Titov
CoGe
183
7
0
06 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review
Nature 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
504
128
0
06 Oct 2022
Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding
Conference 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
237
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 Conversations
Nature Machine Intelligence (Nat. Mach. Intell.), 2022
Dylan Slack
Satyapriya Krishna
Himabindu Lakkaraju
Sameer Singh
221
108
0
08 Jul 2022
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing
Conference 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
255
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
154
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 Evaluation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Shivanshu Gupta
Sameer Singh
Matt Gardner
189
7
0
16 Mar 2022
Retrieve-and-Fill for Scenario-based Task-Oriented Semantic Parsing
Conference 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 Hard
Conference 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
230
60
0
14 Dec 2021
Compositional Generalization for Natural Language Interfaces to Web APIs
Saghar Hosseini
Ahmed Hassan Awadallah
Yu-Chuan Su
108
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 Generalization
Annual 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
188
114
0
11 Sep 2021
Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization
Conference 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
519
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
368
112
0
15 Aug 2021
Compositional Generalization in Multilingual Semantic Parsing over Wikidata
Transactions of the Association for Computational Linguistics (TACL), 2021
Ruixiang Cui
Rahul Aralikatte
Heather Lent
Daniel Hershcovich
212
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
127
18
0
26 Apr 2021
Competency Problems: On Finding and Removing Artifacts in Language Data
Conference 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
452
116
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
144
70
0
15 Apr 2021
Paired Examples as Indirect Supervision in Latent Decision Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Nitish Gupta
Sameer Singh
Matt Gardner
Dan Roth
150
8
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
147
35
0
22 Oct 2020
Revisit Systematic Generalization via Meaningful Learning
BlackboxNLP 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
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