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Learning Executable Semantic Parsers for Natural Language Understanding

Learning Executable Semantic Parsers for Natural Language Understanding

22 March 2016
Abigail Z. Jacobs
ArXiv (abs)PDFHTML

Papers citing "Learning Executable Semantic Parsers for Natural Language Understanding"

50 / 59 papers shown
Jackal: A Real-World Execution-Based Benchmark Evaluating Large Language Models on Text-to-JQL Tasks
Jackal: A Real-World Execution-Based Benchmark Evaluating Large Language Models on Text-to-JQL Tasks
Kevin Frank
Anmol Gulati
Elias Lumer
Sindy Campagna
Vamse Kumar Subbiah
206
1
0
28 Sep 2025
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database
  Queries
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries
Irina Saparina
Mirella Lapata
220
31
0
27 Jun 2024
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA
Dhruv Agarwal
Rajarshi Das
Sopan Khosla
Rashmi Gangadharaiah
OffRL
277
12
0
14 Nov 2023
Symbolic Planning and Code Generation for Grounded Dialogue
Symbolic Planning and Code Generation for Grounded Dialogue
Justin T. Chiu
Wenting Zhao
Derek Chen
Saujas Vaduguru
Alexander M. Rush
Daniel Fried
LLMAG
136
10
0
26 Oct 2023
Open-Ended Instructable Embodied Agents with Memory-Augmented Large
  Language Models
Open-Ended Instructable Embodied Agents with Memory-Augmented Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Gabriel H. Sarch
Yue Wu
Michael J. Tarr
Katerina Fragkiadaki
LM&RoLLMAG
388
37
0
23 Oct 2023
Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing
Optimal Transport Posterior Alignment for Cross-lingual Semantic ParsingTransactions of the Association for Computational Linguistics (TACL), 2023
Tom Sherborne
Tom Hosking
Mirella Lapata
OT
271
6
0
09 Jul 2023
Measuring and Mitigating Constraint Violations of In-Context Learning
  for Utterance-to-API Semantic Parsing
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic ParsingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Shufan Wang
Sébastien Jean
Sailik Sengupta
James Gung
Nikolaos Pappas
Yi Zhang
157
6
0
24 May 2023
Meta Semantics: Towards better natural language understanding and
  reasoning
Meta Semantics: Towards better natural language understanding and reasoning
Xiaoling Hu
ReLMLRMAI4CE
58
0
0
20 Apr 2023
PAL: Program-aided Language Models
PAL: Program-aided Language ModelsInternational Conference on Machine Learning (ICML), 2022
Luyu Gao
Aman Madaan
Shuyan Zhou
Uri Alon
Pengfei Liu
Yiming Yang
Jamie Callan
Graham Neubig
ReLMLRM
604
621
0
18 Nov 2022
Complexity-Based Prompting for Multi-Step Reasoning
Complexity-Based Prompting for Multi-Step ReasoningInternational Conference on Learning Representations (ICLR), 2022
Yao Fu
Hao-Chun Peng
Ashish Sabharwal
Peter Clark
Tushar Khot
ReLMLRM
599
548
0
03 Oct 2022
Trust in Language Grounding: a new AI challenge for human-robot teams
Trust in Language Grounding: a new AI challenge for human-robot teams
David M. Bossens
C. Evers
237
1
0
05 Sep 2022
An Inference Approach To Question Answering Over Knowledge Graphs
An Inference Approach To Question Answering Over Knowledge Graphs
Aayushee Gupta
K. Annervaz
Ambedkar Dukkipati
Shubhashis Sengupta
93
0
0
21 Dec 2021
RuleBert: Teaching Soft Rules to Pre-trained Language Models
RuleBert: Teaching Soft Rules to Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Mohammed Saeed
N. Ahmadi
Preslav Nakov
Paolo Papotti
LRM
482
34
0
24 Sep 2021
Improving Coherence and Consistency in Neural Sequence Models with
  Dual-System, Neuro-Symbolic Reasoning
Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning
Maxwell Nye
Michael Henry Tessler
J. Tenenbaum
Brenden M. Lake
251
138
0
06 Jul 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers
KaggleDBQA: Realistic Evaluation of Text-to-SQL ParsersAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Chia-Hsuan Lee
Oleksandr Polozov
Matthew Richardson
LMTDRALM
284
129
0
22 Jun 2021
Leveraging Language to Learn Program Abstractions and Search Heuristics
Leveraging Language to Learn Program Abstractions and Search HeuristicsInternational Conference on Machine Learning (ICML), 2021
Catherine Wong
Kevin Ellis
J. Tenenbaum
Jacob Andreas
239
58
0
18 Jun 2021
Communicating Natural Programs to Humans and Machines
Communicating Natural Programs to Humans and MachinesNeural Information Processing Systems (NeurIPS), 2021
Samuel Acquaviva
Yewen Pu
Marta Kryven
Theo Sechopoulos
Catherine Wong
Gabrielle Ecanow
Maxwell Nye
Michael Henry Tessler
J. Tenenbaum
398
47
0
15 Jun 2021
Measuring and Improving BERT's Mathematical Abilities by Predicting the
  Order of Reasoning
Measuring and Improving BERT's Mathematical Abilities by Predicting the Order of ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Piotr Pikekos
Henryk Michalewski
Mateusz Malinowski
177
30
0
07 Jun 2021
Towards Socially Intelligent Agents with Mental State Transition and
  Human Utility
Towards Socially Intelligent Agents with Mental State Transition and Human UtilitySIGDIAL Conferences (SIGDIAL), 2021
Liang Qiu
Yizhou Zhao
Yuan Liang
Pan Lu
Weiyan Shi
Zhou Yu
Song-Chun Zhu
LLMAG
271
19
0
12 Mar 2021
Query Understanding for Natural Language Enterprise Search
Query Understanding for Natural Language Enterprise Search
F. Borges
Georgios Balikas
Marc Brette
Guillaume Kempf
A. Srikantan
Matthieu Landos
Darya Brazouskaya
Qianqian Shi
152
4
0
11 Dec 2020
Towards Abstract Relational Learning in Human Robot Interaction
Towards Abstract Relational Learning in Human Robot Interaction
Mohamadreza Faridghasemnia
Daniele Nardi
A. Saffiotti
96
2
0
20 Nov 2020
Context Dependent Semantic Parsing: A Survey
Context Dependent Semantic Parsing: A SurveyInternational Conference on Computational Linguistics (COLING), 2020
Zhuang Li
Zhuang Li
Gholamreza Haffari
210
20
0
02 Nov 2020
A Differentiable Relaxation of Graph Segmentation and Alignment for AMR
  Parsing
A Differentiable Relaxation of Graph Segmentation and Alignment for AMR ParsingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Chunchuan Lyu
Shay B. Cohen
Ivan Titov
304
12
0
23 Oct 2020
A Survey on Semantic Parsing from the perspective of Compositionality
A Survey on Semantic Parsing from the perspective of Compositionality
Pawan Kumar
Srikanta J. Bedathur
CoGe
217
3
0
29 Sep 2020
Conversational Semantic Parsing
Conversational Semantic Parsing
Armen Aghajanyan
Jean Maillard
Akshat Shrivastava
K. Diedrick
Mike Haeger
...
Yashar Mehdad
Ves Stoyanov
Anuj Kumar
M. Lewis
S. Gupta
149
51
0
28 Sep 2020
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning"
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning"
Saeed Amizadeh
Hamid Palangi
Oleksandr Polozov
Yichen Huang
K. Koishida
NAILRM
337
70
0
20 Jun 2020
Language (Re)modelling: Towards Embodied Language Understanding
Language (Re)modelling: Towards Embodied Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Ronen Tamari
Chen Shani
Kyle Lo
Miriam R. L. Petruck
Omri Abend
Dafna Shahaf
270
29
0
01 May 2020
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with
  Graph Module Network
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module NetworkAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Wanjun Zhong
Duyu Tang
Zhangyin Feng
Nan Duan
Ming Zhou
Ming Gong
Linjun Shou
Daxin Jiang
Jiahai Wang
Jian Yin
GNN
267
60
0
28 Apr 2020
Bootstrapping a Crosslingual Semantic Parser
Bootstrapping a Crosslingual Semantic ParserFindings (Findings), 2020
Tom Sherborne
Yumo Xu
Mirella Lapata
376
25
0
06 Apr 2020
Ecological Semantics: Programming Environments for Situated Language
  Understanding
Ecological Semantics: Programming Environments for Situated Language Understanding
Ronen Tamari
Gabriel Stanovsky
Dafna Shahaf
Reut Tsarfaty
126
3
0
10 Mar 2020
Don't Parse, Generate! A Sequence to Sequence Architecture for
  Task-Oriented Semantic Parsing
Don't Parse, Generate! A Sequence to Sequence Architecture for Task-Oriented Semantic ParsingThe Web Conference (WWW), 2020
Subendhu Rongali
Luca Soldaini
Emilio Monti
Wael Hamza
233
98
0
30 Jan 2020
Building an Application Independent Natural Language Interface
Building an Application Independent Natural Language Interface
Sahisnu Mazumder
Bing-Quan Liu
Shuai Wang
Sepideh Esmaeilpour
118
3
0
30 Oct 2019
A Hybrid Semantic Parsing Approach for Tabular Data Analysis
A Hybrid Semantic Parsing Approach for Tabular Data Analysis
Yan Gao
Jian-Guang Lou
Dongmei Zhang
LMTD
163
4
0
23 Oct 2019
Why Build an Assistant in Minecraft?
Why Build an Assistant in Minecraft?
Arthur Szlam
Jonathan Gray
Kavya Srinet
Yacine Jernite
Armand Joulin
...
Siddharth Goyal
Demi Guo
Dan Rothermel
C. L. Zitnick
Jason Weston
LLMAG
277
31
0
22 Jul 2019
Program Synthesis and Semantic Parsing with Learned Code Idioms
Program Synthesis and Semantic Parsing with Learned Code IdiomsNeural Information Processing Systems (NeurIPS), 2019
Richard Shin
Miltiadis Allamanis
Marc Brockschmidt
Oleksandr Polozov
289
91
0
26 Jun 2019
Context-Dependent Semantic Parsing over Temporally Structured Data
Context-Dependent Semantic Parsing over Temporally Structured DataNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019
Charles C. Chen
Razvan Bunescu
115
3
0
01 May 2019
Neural network gradient-based learning of black-box function interfaces
Neural network gradient-based learning of black-box function interfaces
Alon Jacovi
Guy Hadash
Einat Kermany
Boaz Carmeli
Ofer Lavi
George Kour
Jonathan Berant
117
14
0
13 Jan 2019
A Survey on Semantic Parsing
A Survey on Semantic Parsing
Aishwarya Kamath
Rajarshi Das
292
132
0
03 Dec 2018
Semantic Parsing for Task Oriented Dialog using Hierarchical
  Representations
Semantic Parsing for Task Oriented Dialog using Hierarchical Representations
S. Gupta
Rushin Shah
Mrinal Mohit
Anuj Kumar
M. Lewis
148
210
0
18 Oct 2018
IncSQL: Training Incremental Text-to-SQL Parsers with Non-Deterministic
  Oracles
IncSQL: Training Incremental Text-to-SQL Parsers with Non-Deterministic Oracles
Tianze Shi
Kedar Tatwawadi
K. Chakrabarti
Yi Mao
Oleksandr Polozov
Weizhu Chen
168
68
0
13 Sep 2018
Knowledge-Aware Conversational Semantic Parsing Over Web Tables
Knowledge-Aware Conversational Semantic Parsing Over Web Tables
Yibo Sun
Duyu Tang
Nan Duan
Jingjing Xu
Xiaocheng Feng
Bing Qin
LMTD
146
14
0
12 Sep 2018
Improving Question Answering by Commonsense-Based Pre-Training
Improving Question Answering by Commonsense-Based Pre-Training
Wanjun Zhong
Duyu Tang
N. Duan
Ming Zhou
Jiahai Wang
Jian Yin
NAILRMReLM
249
490
0
05 Sep 2018
Weakly-supervised Neural Semantic Parsing with a Generative Ranker
Weakly-supervised Neural Semantic Parsing with a Generative Ranker
Jianpeng Cheng
Mirella Lapata
232
17
0
23 Aug 2018
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base
  Question Answering
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering
Daniil Sorokin
Iryna Gurevych
GNN
167
103
0
13 Aug 2018
Robust Text-to-SQL Generation with Execution-Guided Decoding
Robust Text-to-SQL Generation with Execution-Guided Decoding
Chenglong Wang
Kedar Tatwawadi
Marc Brockschmidt
Po-Sen Huang
Yi Mao
Oleksandr Polozov
Rishabh Singh
304
110
0
09 Jul 2018
AMR Parsing as Graph Prediction with Latent Alignment
AMR Parsing as Graph Prediction with Latent Alignment
Chunchuan Lyu
Ivan Titov
GNNBDL
226
133
0
14 May 2018
Training Classifiers with Natural Language Explanations
Training Classifiers with Natural Language Explanations
Braden Hancock
P. Varma
Stephanie Wang
Martin Bringmann
Abigail Z. Jacobs
Christopher Ré
FAtt
377
158
0
10 May 2018
Estimate and Replace: A Novel Approach to Integrating Deep Neural
  Networks with Existing Applications
Estimate and Replace: A Novel Approach to Integrating Deep Neural Networks with Existing Applications
Guy Hadash
Einat Kermany
Boaz Carmeli
Ofer Lavi
George Kour
Alon Jacovi
AI4TS
111
49
0
24 Apr 2018
Semantic Parsing with Syntax- and Table-Aware SQL Generation
Semantic Parsing with Syntax- and Table-Aware SQL GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2018
Yibo Sun
Duyu Tang
Nan Duan
Jianshu Ji
Guihong Cao
Xiaocheng Feng
Bing Qin
Ting Liu
M. Zhou
138
83
0
23 Apr 2018
Precise but Natural Specification for Robot Tasks
Precise but Natural Specification for Robot Tasks
I. Gavran
Brendon Boldt
Eva Darulova
R. Majumdar
166
2
0
06 Mar 2018
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