Papers citing 'Learning Dependency-Based Compositional Semantics'

Title
Learning to Refine: An Agentic RL Approach for Iterative SPARQL Query Construction Floris Vossebeld Shenghui Wang 44 0 0 14 Nov 2025
The UD-NewsCrawl Treebank: Reflections and Challenges from a Large-scale Tagalog Syntactic Annotation ProjectAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Angelina A. Aquino Lester James V. Miranda Elsie Marie T. Or 250 1 0 26 May 2025
ARISE: Iterative Rule Induction and Synthetic Data Generation for Text ClassificationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Y. Meena Vaibhav Singh Ayush Maheshwari Amrith Krishna Ganesh Ramakrishnan AI4TS 880 1 0 09 Feb 2025
Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering Daehwan Nam Gary Geunbae Lee 448 2 0 01 Oct 2024
A Learn-Then-Reason Model Towards Generalization in Knowledge Base Question Answering Lingxi Zhang Jing Zhang Yanling Wang Cuiping Li Hong Chen 95 0 0 20 Jun 2024
SLFNet: Generating Semantic Logic Forms from Natural Language Using Semantic Probability Graphs Hao Wu Fan Xu 155 6 0 29 Mar 2024
Doing Experiments and Revising Rules with Natural Language and Probabilistic Reasoning Wasu Top Piriyakulkij Cassidy Langenfeld Tuan Anh Le Kevin Ellis LRM 257 13 0 08 Feb 2024
Semantic Parsing for Question Answering over Knowledge Graphs Sijia Wei Wenwen Zhang Qisong Li Jiang Zhao 286 1 0 01 Dec 2023
Leveraging Code to Improve In-context Learning for Semantic Parsing Ben Bogin Shivanshu Gupta Peter Clark Ashish Sabharwal 260 15 0 16 Nov 2023
Weakly Supervised Semantic Parsing with Execution-based Spurious Program FilteringConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Kang-il Lee Segwang Kim Kyomin Jung 123 2 0 02 Nov 2023
LILO: Learning Interpretable Libraries by Compressing and Documenting CodeInternational Conference on Learning Representations (ICLR), 2023 Gabriel Grand L. Wong Matthew Bowers Theo X. Olausson Muxin Liu Joshua B. Tenenbaum Jacob Andreas 307 30 0 30 Oct 2023
LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic ProversConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Theo X. Olausson Alex Gu Benjamin Lipkin Cedegao E. Zhang Armando Solar-Lezama Josh Tenenbaum Roger Levy LRM AI4CE ReLM 467 182 0 23 Oct 2023
FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Lingxi Zhang Jing Zhang Yanling Wang S. Cao Xinmei Huang Cuiping Li Hong Chen Juan Li 166 35 0 26 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 208 3 0 07 May 2023
DS-1000: A Natural and Reliable Benchmark for Data Science Code GenerationInternational Conference on Machine Learning (ICML), 2022 Yuhang Lai Chengxi Li Yiming Wang Tianyi Zhang Ruiqi Zhong Luke Zettlemoyer Scott Yih Daniel Fried Si-yi Wang Tao Yu ELM ALM 271 437 0 18 Nov 2022
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable TextsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ben Zhou Kyle Richardson Xiaodong Yu Dan Roth ReLM 191 28 0 30 Oct 2022
Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic ParsingAAAI Conference on Artificial Intelligence (AAAI), 2022 L. Nie Jiu Sun Yanlin Wang Lun Du Lei Hou Juanzi Li Shi Han Dongmei Zhang Jidong Zhai 172 7 0 04 Oct 2022
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL ParsersInternational Conference on Computational Linguistics (COLING), 2022 Bowen Qin Lihan Wang Binyuan Hui Bowen Li Xiangpeng Wei Binhua Li Fei Huang Luo Si Min Yang Yongbin Li 200 10 0 14 Sep 2022
Neuro-Symbolic Visual DialogInternational Conference on Computational Linguistics (COLING), 2022 Adnen Abdessaied Mihai Bâce Andreas Bulling NAI 171 4 0 22 Aug 2022
Neural Networks and the Chomsky HierarchyInternational Conference on Learning Representations (ICLR), 2022 Grégoire Delétang Anian Ruoss Jordi Grau-Moya Tim Genewein L. Wenliang ... Chris Cundy Marcus Hutter Shane Legg Joel Veness Pedro A. Ortega UQCV 486 196 0 05 Jul 2022
Dialogue Meaning Representation for Task-Oriented Dialogue SystemsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Xiangkun Hu Junqi Dai Hang Yan Yi Zhang Qipeng Guo Xipeng Qiu Zheng Zhang 198 4 0 23 Apr 2022
Towards Collaborative Question Answering: A Preliminary Study Xiangkun Hu Hang Yan Qipeng Guo Xipeng Qiu Weinan Zhang Zheng Zhang 122 0 0 24 Jan 2022
Unobserved Local Structures Make Compositional Generalization HardConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ben Bogin Shivanshu Gupta Jonathan Berant CoGe 199 35 0 15 Jan 2022
Combining Improvements for Exploiting Dependency Trees in Neural Semantic ParsingPacific Rim International Conference on Artificial Intelligence (PRICAI), 2021 Defeng Xie Jianmin Ji Jiafei Xu Ran Ji 114 2 0 25 Dec 2021
Weakly Supervised Text-to-SQL Parsing through Question Decomposition Tomer Wolfson Daniel Deutch Jonathan Berant ReLM 242 22 0 12 Dec 2021
Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction Lingbo Mo A. Lewis Huan Sun Michael White KELM 165 14 0 15 Oct 2021
Creating Training Sets via Weak Indirect Supervision Jieyu Zhang Bohan Wang Xiangchen Song Yujing Wang Yaming Yang Jing Bai Alexander Ratner OffRL 251 17 0 07 Oct 2021
Self-Enhancing Multi-filter Sequence-to-Sequence ModelProcedia Computer Science (PCS), 2021 Yunhao Yang Zhaokun Xue Andrew Whinston 162 1 0 25 Sep 2021
Awakening Latent Grounding from Pretrained Language Models for Semantic ParsingFindings (Findings), 2021 Qian Liu Dejian Yang Jiahui Zhang Jiaqi Guo Bin Zhou Jian-Guang Lou 161 42 0 22 Sep 2021
Deep Algorithmic Question Answering: Towards a Compositionally Hybrid AI for Algorithmic Reasoning Kwwabena Nuamah 120 6 0 16 Sep 2021
MATE: Multi-view Attention for Table Transformer EfficiencyConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Julian Martin Eisenschlos Maharshi Gor Thomas Müller William W. Cohen LMTD 168 100 0 09 Sep 2021
DASH: Modularized Human Manipulation Simulation with Vision and Language for Embodied AISymposium on Computer Animation (SCA), 2021 Yifeng Jiang Michelle Guo Jiangshan Li Ioannis Exarchos Jiajun Wu Chenxi Liu 137 3 0 28 Aug 2021
ProoFVer: Natural Logic Theorem Proving for Fact VerificationTransactions of the Association for Computational Linguistics (TACL), 2021 Amrith Krishna Sebastian Riedel Andreas Vlachos 314 75 0 25 Aug 2021
Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs Yao Zhang Peiyao Li Hongru Liang Adam Jatowt Zhenglu Yang ReLM 126 6 0 17 Aug 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 360 37 0 14 Jul 2021
Enforcing Consistency in Weakly Supervised Semantic Parsing Nitish Gupta Sameer Singh Matt Gardner NAI 136 5 0 13 Jul 2021
Break-It-Fix-It: Unsupervised Learning for Program RepairInternational Conference on Machine Learning (ICML), 2021 Michihiro Yasunaga Abigail Z. Jacobs 235 120 0 11 Jun 2021
Improving Tree-Structured Decoder Training for Code Generation via Mutual LearningAAAI Conference on Artificial Intelligence (AAAI), 2021 Binbin Xie Jinsong Su Yubin Ge Xiang-Yang Li Jianwei Cui Junfeng Yao Bin Wang 123 30 0 31 May 2021
Training Heterogeneous Features in Sequence to Sequence Tasks: Latent Enhanced Multi-filter Seq2Seq ModelIntelligent Systems with Applications (ISA), 2021 Yunhao Yang Zhaokun Xue 236 3 0 18 May 2021
SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising K. Xuan Yongbo Wang Yongliang Wang Zujie Wen Yang Dong VLM 198 59 0 17 May 2021
Toward Code Generation: A Survey and Lessons from Semantic Parsing Celine Lee Justin Emile Gottschlich Dan Roth Intel Labs 3DV 139 18 0 26 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 160 70 0 15 Apr 2021
Learning from Executions for Semantic ParsingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Bailin Wang Mirella Lapata Ivan Titov 115 12 0 12 Apr 2021
A Systematic Review of Reproducibility Research in Natural Language ProcessingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Anya Belz Shubham Agarwal Anastasia Shimorina Ehud Reiter AI4CE 185 66 0 14 Mar 2021
Iterative Utterance Segmentation for Neural Semantic ParsingAAAI Conference on Artificial Intelligence (AAAI), 2020 Yinuo Guo Zeqi Lin Jian-Guang Lou Dongmei Zhang 147 3 0 13 Dec 2020
Learning from Task DescriptionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Orion Weller Nicholas Lourie Matt Gardner Matthew E. Peters 216 96 0 16 Nov 2020
Conversational Semantic Parsing for Dialog State TrackingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Jianpeng Cheng Devang Agrawal Héctor Martínez Alonso Shruti Bhargava Joris Driesen ... Dhivya Piraviperumal Jason D. Williams Hong-ye Yu Diarmuid Ó Séaghdha Anders Johannsen 332 65 0 24 Oct 2020
SmBoP: Semi-autoregressive Bottom-up Semantic ParsingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 Ohad Rubin Jonathan Berant 381 163 0 23 Oct 2020
Compositional Generalization via Semantic Tagging Hao Zheng Mirella Lapata 159 35 0 22 Oct 2020
Learning Adaptive Language Interfaces through Decomposition Siddharth Karamcheti Dorsa Sadigh Abigail Z. Jacobs 140 32 0 11 Oct 2020