Title
Sigma: A dataset for text-to-code semantic parsing with statistical analysis Saleh Almohaimeed Shenyang Liu May Alsofyani Saad Almohaimeed Liqiang Wang 109 0 0 05 Apr 2025
Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation Yuan Tian Daniel Lee Fei Wu Tung Mai Kun Qian Siddhartha Sahai Tianyi Zhang Yunyao Li SyDa 102 1 0 21 Feb 2025
CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging Md. Ashraful Islam Mohammed Eunus Ali Md. Rizwan Parvez LLMAG 152 4 0 08 Feb 2025
Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text Ali Al-Lawati Jason Lucas Prasenjit Mitra LMTD 131 0 0 06 Jan 2025
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Zijin Hong Zheng Yuan Qinggang Zhang Hao Chen Junnan Dong Feiran Huang Xiao Huang 163 74 0 12 Jun 2024
VURF: A General-purpose Reasoning and Self-refinement Framework for Video Understanding Ahmad A Mahmood Ashmal Vayani Muzammal Naseer Salman Khan Fahad Shahbaz Khan LRM 157 9 0 21 Mar 2024
UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL Longxu Dou Yan Gao Mingyang Pan Dingzirui Wang Wanxiang Che Dechen Zhan Jian-Guang Lou 88 26 0 15 Mar 2022
Recent Advances and Challenges in Task-oriented Dialog System Zheng Zhang Ryuichi Takanobu Qi Zhu Minlie Huang Xiaoyan Zhu LLMAG 142 179 0 17 Mar 2020
Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions Rui Zhang Tao Yu H. Er Sungrok Shim Eric Xue Xi Lin Tianze Shi Caiming Xiong R. Socher Dragomir R. Radev 82 148 0 02 Sep 2019
SParC: Cross-Domain Semantic Parsing in Context Tao Yu Rui Zhang Michihiro Yasunaga Y. Tan Xi Lin ... Jonathan Kraft Vincent Zhang Caiming Xiong R. Socher Dragomir R. Radev 74 192 0 05 Jun 2019
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems Chien-Sheng Wu Andrea Madotto Ehsan Hosseini-Asl Caiming Xiong R. Socher Pascale Fung 91 437 0 21 May 2019
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation Jiaqi Guo Zecheng Zhan Yan Gao Yan Xiao Jian-Guang Lou Ting Liu Dongmei Zhang 68 385 0 20 May 2019
Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing Ben Bogin Matt Gardner Jonathan Berant NAI GNN 53 181 0 15 May 2019
SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task Tao Yu Michihiro Yasunaga Kai-Chou Yang Rui Zhang Dongxu Wang Zifan Li Dragomir R. Radev 60 190 0 11 Oct 2018
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task Tao Yu Rui Zhang Kai-Chou Yang Michihiro Yasunaga Dongxu Wang ... Irene Li Qingning Yao Shanelle Roman Zilin Zhang Dragomir R. Radev RALM 133 1,245 0 24 Sep 2018
SQL-to-Text Generation with Graph-to-Sequence Model Kun Xu Lingfei Wu Zhiguo Wang Liwei Chen V. Sheinin GNN RALM 56 83 0 14 Sep 2018
IncSQL: Training Incremental Text-to-SQL Parsers with Non-Deterministic Oracles Tianze Shi Kedar Tatwawadi K. Chakrabarti Yi Mao Oleksandr Polozov Weizhu Chen 68 64 0 13 Sep 2018
Improving Text-to-SQL Evaluation Methodology Catherine Finegan-Dollak Jonathan K. Kummerfeld Li Zhang Karthik Ramanathan Sesh Sadasivam Rui Zhang Dragomir R. Radev 88 279 0 23 Jun 2018
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting Yen-Chun Chen Joey Tianyi Zhou BDL 196 584 0 28 May 2018
Global-Locally Self-Attentive Dialogue State Tracker Victor Zhong Caiming Xiong R. Socher 83 188 0 19 May 2018
Coarse-to-Fine Decoding for Neural Semantic Parsing Li Dong Mirella Lapata NAI 80 393 0 12 May 2018
TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation Tao Yu Zifan Li Zilin Zhang Rui Zhang Dragomir R. Radev 70 258 0 25 Apr 2018
Learning to Map Context-Dependent Sentences to Executable Formal Queries Alane Suhr Srini Iyer Yoav Artzi 98 90 0 18 Apr 2018
SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning Xiaojun Xu Chang-rui Liu Basel Alomair AI4TS 67 409 0 13 Nov 2017
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning Victor Zhong Caiming Xiong R. Socher RALM 141 1,206 0 31 Aug 2017
Challenges in Data-to-Document Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 196 591 0 25 Jul 2017
Learning a Neural Semantic Parser from User Feedback Srini Iyer Ioannis Konstas Alvin Cheung Jayant Krishnamurthy Luke Zettlemoyer 88 348 0 27 Apr 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 313 4,031 0 14 Apr 2017
Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems Layla El Asri Hannes Schulz Shikhar Sharma Jeremie Zumer Justin Harris Emery Fine Rahul Mehrotra Kaheer Suleman 173 271 0 31 Mar 2017
Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access Bhuwan Dhingra Lihong Li Xiujun Li Jianfeng Gao Yun-Nung Chen Faisal Ahmed Li Deng 104 304 0 03 Sep 2016
Neural Belief Tracker: Data-Driven Dialogue State Tracking N. Mrksic Diarmuid Ó Séaghdha Tsung-Hsien Wen Blaise Thomson S. Young 112 484 0 12 Jun 2016
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 288 1,341 0 05 Jun 2016
Learning End-to-End Goal-Oriented Dialog Antoine Bordes Y-Lan Boureau Jason Weston 82 782 0 24 May 2016
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems Pei-hao Su Milica Gasic N. Mrksic L. Rojas-Barahona Stefan Ultes David Vandyke Tsung-Hsien Wen S. Young OffRL 88 18 0 24 May 2016
A Network-based End-to-End Trainable Task-oriented Dialogue System Tsung-Hsien Wen David Vandyke N. Mrksic Milica Gasic L. Rojas-Barahona Pei-hao Su Stefan Ultes S. Young 93 1,109 0 15 Apr 2016
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks Ji Young Lee Franck Dernoncourt HAI 71 446 0 12 Mar 2016
Natural Language Inference by Tree-Based Convolution and Heuristic Matching Lili Mou Rui Men Ge Li Yan Xu Lu Zhang Rui Yan Zhi Jin 86 353 0 28 Dec 2015
Multi-domain Dialog State Tracking using Recurrent Neural Networks N. Mrksic Diarmuid Ó Séaghdha Blaise Thomson Milica Gasic Pei-hao Su David Vandyke Tsung-Hsien Wen S. Young 86 183 0 23 Jun 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 450 20,611 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 587 27,345 0 01 Sep 2014
Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars Luke S. Zettlemoyer M. Collins 133 973 0 04 Jul 2012