Semantic Parsing for Task Oriented Dialog using Hierarchical Representations

18 October 2018

Anuj Kumar

Papers citing "Semantic Parsing for Task Oriented Dialog using Hierarchical Representations"

30 / 130 papers shown

Title
Overcoming Conflicting Data when Updating a Neural Semantic Parser David Gaddy Alex Kouzemtchenko Pavankumar Reddy Muddireddy Prateek Kolhar Rushi Shah 11 1 0 23 Oct 2020
Update Frequently, Update Fast: Retraining Semantic Parsing Systems in a Fraction of Time Vladislav Lialin Rahul Goel A. Simanovsky Anna Rumshisky Rushin Shah CLL 18 1 0 15 Oct 2020
Compressing Transformer-Based Semantic Parsing Models using Compositional Code Embeddings P. Prakash Saurabh Kumar Shashidhar Wenlong Zhao Subendhu Rongali Haidar Khan Michael Kayser 22 5 0 10 Oct 2020
Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding Qile Zhu Haidar Khan Saleh Soltan Stephen Rawls Wael Hamza 27 24 0 08 Oct 2020
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing Xilun Chen Asish Ghoshal Yashar Mehdad Luke Zettlemoyer S. Gupta 41 89 0 07 Oct 2020
A Linguistic Analysis of Visually Grounded Dialogues Based on Spatial Expressions Takuma Udagawa T. Yamazaki Akiko Aizawa 27 11 0 07 Oct 2020
Conversational Semantic Parsing Armen Aghajanyan Jean Maillard Akshat Shrivastava K. Diedrick Mike Haeger ... Yashar Mehdad Ves Stoyanov Anuj Kumar M. Lewis S. Gupta 19 48 0 28 Sep 2020
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Shikib Mehri Mihail Eric Dilek Z. Hakkani-Tür ELM 26 136 0 28 Sep 2020
Task-Oriented Dialogue as Dataflow Synthesis Semantic Machines Jacob Andreas J. Bufe David Burkett Charles C. Chen ... Izabela Witoszko Jason Wolfe A. Wray Yuchen Zhang Alexander Zotov AIFin 195 154 0 24 Sep 2020
MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark Haoran Li Abhinav Arora Shuohui Chen Anchit Gupta Sonal Gupta Yashar Mehdad 45 172 0 21 Aug 2020
Accelerating Natural Language Understanding in Task-Oriented Dialog Ojas Ahuja Shrey Desai VLM 18 1 0 05 Jun 2020
Automatic Discovery of Novel Intents & Domains from Text Utterances Nikhita Vedula Rahul Gupta Aman Alok Mukund Sridhar 30 12 0 22 May 2020
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking Giovanni Campagna Agata Foryciarz M. Moradshahi M. Lam 21 97 0 02 May 2020
Multi-Domain Dialogue Acts and Response Co-Generation Kai Wang Junfeng Tian Rui Wang Xiaojun Quan Jianxing Yu 8 58 0 26 Apr 2020
Learning the grammar of drug prescription: recurrent neural network grammars for medication information extraction in clinical texts Ivan Lerner Jordan Jouffroy Anita Burgun A. Neuraz 27 9 0 24 Apr 2020
Learning to Classify Intents and Slot Labels Given a Handful of Examples Jason Krone Yi Zhang Mona T. Diab VLM 31 46 0 22 Apr 2020
Don't Parse, Generate! A Sequence to Sequence Architecture for Task-Oriented Semantic Parsing Subendhu Rongali Luca Soldaini Emilio Monti Wael Hamza 28 94 0 30 Jan 2020
Fast Intent Classification for Spoken Language Understanding Akshit Tyagi V. Sharma Rahul Gupta L. Samson Nan Zhuang Zihang Wang Bill Campbell 23 8 0 03 Dec 2019
End-to-End Trainable Non-Collaborative Dialog System Yu Li Kun Qian Weiyan Shi Zhou Yu 21 45 0 25 Nov 2019
A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification Varun Kumar Hadrien Glaude Cyprien de Lichy William Campbell 26 83 0 09 Oct 2019
A Pilot Study for Chinese SQL Semantic Parsing Qingkai Min Yu Shi Yue Zhang 29 56 0 29 Sep 2019
Dependency Parsing for Spoken Dialog Systems Sam Davidson Dian Yu Zhou Yu 16 12 0 07 Sep 2019
Don't paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing Jonathan Herzig Jonathan Berant 21 40 0 26 Aug 2019
UW-BHI at MEDIQA 2019: An Analysis of Representation Methods for Medical Natural Language Inference William R. Kearns Wilson Lau Jason Thomas 27 3 0 09 Jul 2019
Practical Semantic Parsing for Spoken Language Understanding Marco Damonte Rahul Goel Tagyoung Chung ReLM 32 26 0 11 Mar 2019
Improving Semantic Parsing for Task Oriented Dialog Arash Einolghozati Panupong Pasupat S. Gupta Rushin Shah Mrinal Mohit M. Lewis Luke Zettlemoyer 11 30 0 15 Feb 2019
A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization Wonseok Hwang Ji-Yoon Yim Seunghyun Park Minjoon Seo 23 227 0 04 Feb 2019
Building a Neural Semantic Parser from a Domain Ontology Jianpeng Cheng Siva Reddy Mirella Lapata NAI 27 8 0 25 Dec 2018
PyText: A Seamless Path from NLP research to production Ahmed Aly Kushal Lakhotia Shicong Zhao Mrinal Mohit Barlas Oğuz Abhinav Arora Sonal Gupta Christopher Dewan Stef Nelson-Lindall Rushin Shah 11 17 0 12 Dec 2018
Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale Stephen H. Bach Daniel Rodríguez Yintao Liu Chong Luo Haidong Shao ... Braden Hancock H. Alborzi Rahul Kuchhal Christopher Ré Rob Malkin 27 146 0 02 Dec 2018