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"

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Title
Domain Adaptation in Intent Classification Systems: A Review Jesse Atuhurra Hidetaka Kamigaito Taro Watanabe Eric Nichols 45 0 0 26 Mar 2024
Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification Zhijian Li Stefan Larson Kevin Leach OODD 42 1 0 08 Mar 2024
Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders Yuwei Zhang Siffi Singh Sailik Sengupta Igor Shalyminov Hang Su Hwanjun Song Saab Mansour 40 2 0 07 Mar 2024
ReGAL: Refactoring Programs to Discover Generalizable Abstractions Elias Stengel-Eskin Archiki Prasad Mohit Bansal 25 13 0 29 Jan 2024
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning Wenting Zhao Ye Liu Yao Wan Yibo Wang Qingyang Wu Zhongfen Deng Jiangshu Du Shuaiqi Liu Yunlong Xu Philip S. Yu 52 7 0 17 Dec 2023
Predicting generalization performance with correctness discriminators Yuekun Yao Alexander Koller 51 0 0 15 Nov 2023
STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants Leon Liyang Zhang Jiarui Lu Joel Ruben Antony Moniz Aditya Kulkarni Dhivya Piraviperumal Tien Dung Tran Nicholas Tzou Hong-ye Yu LLMSV 26 0 0 25 Oct 2023
IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery Bhavuk Singhal Ashim Gupta P. ShivasankaranV Amrith Krishna 30 1 0 25 Oct 2023
Improving Cross-Lingual Transfer through Subtree-Aware Word Reordering Ofir Arviv Dmitry Nikolaev Taelin Karidi Omri Abend LRM 38 3 0 20 Oct 2023
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt Yucheng Cai Wentao Ma Yuchuan Wu Shuzheng Si Yuan Shao Zhijian Ou Yongbin Li 43 3 0 20 Sep 2023
Continual Learning with Dirichlet Generative-based Rehearsal Min Zeng Wei Xue Qi-fei Liu Yi-Ting Guo CLL BDL 32 5 0 13 Sep 2023
A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions J. Lin Jiaqi Guo Shizhao Sun Weijiang Xu Ting Liu Jian-Guang Lou Dongmei Zhang 3DV 27 12 0 24 Aug 2023
Intelligent Assistant Language Understanding On Device Cecilia Aas Hisham Abdelsalam Irina Belousova Shruti Bhargava Jianpeng Cheng ... John Torr Marco Del Vecchio Jay Wacker Jason D. Williams Hong-ye Yu 32 2 0 07 Aug 2023
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI Jianguo Zhang Kun Qian Zhiwei Liu Shelby Heinecke Rui Meng Ye Liu Zhou Yu Huan Wang Silvio Savarese Caiming Xiong 39 22 0 19 Jul 2023
Dialogue Agents 101: A Beginner's Guide to Critical Ingredients for Designing Effective Conversational Systems Shivani Kumar S. Bhatia Milan Aggarwal Tanmoy Chakraborty 27 1 0 14 Jul 2023
XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations Yusen Zhang Jun Wang Zhiguo Wang Rui Zhang VLM 79 9 0 07 Jun 2023
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing Shufan Wang Sébastien Jean Sailik Sengupta James Gung Nikolaos Pappas Yi Zhang 31 6 0 24 May 2023
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification Mujeen Sung James Gung Elman Mansimov Nikolaos Pappas Raphael Shu Salvatore Romeo Yi Zhang Vittorio Castelli 33 7 0 24 May 2023
Generating Data for Symbolic Language with Large Language Models Jiacheng Ye Chengzu Li Lingpeng Kong Tao Yu 33 10 0 23 May 2023
ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness Ján Cegin Jakub Simko Peter Brusilovsky 41 42 0 22 May 2023
Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing Hao Yan Saurabh Srivastava Yintao Tai Sida I. Wang Wen-tau Yih Ziyu Yao 37 17 0 14 May 2023
Voicify Your UI: Towards Android App Control with Voice Commands Minh Đức Vũ Han Wang Zhuang Li Gholamreza Haffari Zhenchang Xing Chunyang Chen 14 4 0 09 May 2023
Zero-Shot Slot and Intent Detection in Low-Resource Languages S. Kwon Gagan Bhatia El Moatez Billah Nagoudi Alcides Alcoba Inciarte Muhammad Abdul-Mageed VLM 40 4 0 26 Apr 2023
Evaluating Inter-Bilingual Semantic Parsing for Indian Languages Divyanshu Aggarwal V. Gupta Anoop Kunchukuttan 45 3 0 25 Apr 2023
TreePiece: Faster Semantic Parsing via Tree Tokenization Sida I. Wang Akshat Shrivastava S. Livshits 22 5 0 30 Mar 2023
Did You Mean...? Confidence-based Trade-offs in Semantic Parsing Elias Stengel-Eskin Benjamin Van Durme 29 5 0 29 Mar 2023
PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs Rahul Goel Bridger Waleed Ammar Aditya Gupta Siddharth Vashishtha Motoki Sano ... A. Trukhina Shachi Paul Pararth Shah Rushin Shah Zhou Yu 16 15 0 15 Mar 2023
Towards Zero-Shot Functional Compositionality of Language Models Hangyeol Yu Myeongho Jeong Jamin Shin Hyeongdon Moon Juneyoung Park Seungtaek Choi 42 1 0 06 Mar 2023
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs Raphael Shu Elman Mansimov Tamer Alkhouli Nikolaos Pappas Salvatore Romeo Arshit Gupta Saab Mansour Yi Zhang Dan Roth 25 6 0 20 Dec 2022
PIZZA: A new benchmark for complex end-to-end task-oriented parsing Konstantine Arkoudas Nicolas Guenon des Mesnards M. Rubino Sandesh Swamy Saarthak Khanna Weiqiong Sun Khan Haidar 24 2 0 01 Dec 2022
On the Security Vulnerabilities of Text-to-SQL Models Xutan Peng Yipeng Zhang Jingfeng Yang Mark Stevenson SILM 31 10 0 28 Nov 2022
Lexicon-injected Semantic Parsing for Task-Oriented Dialog Xiaojun Meng Wenlin Dai Yasheng Wang Baojun Wang Zhiyong Wu Xin Jiang Qun Liu 18 2 0 26 Nov 2022
CST5: Data Augmentation for Code-Switched Semantic Parsing Anmol Agarwal Jigar Gupta Rahul Goel Shyam Upadhyay Pankaj Joshi R. Aravamudhan 14 9 0 14 Nov 2022
Calibrated Interpretation: Confidence Estimation in Semantic Parsing Elias Stengel-Eskin Benjamin Van Durme UQLM 41 24 0 14 Nov 2022
Augmenting Task-Oriented Dialogue Systems with Relation Extraction Andrew Lee Zhe Chen Kevin Leach Jonathan K. Kummerfeld 29 1 0 24 Oct 2022
Shift-Reduce Task-Oriented Semantic Parsing with Stack-Transformers Daniel Fernández-González 39 0 0 21 Oct 2022
DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection H. Meng Xin Zheng Tianyu Liu Zizhen Wang He Feng Binghuai Lin Xuemin Zhao Yunbo Cao Zhifang Sui 35 5 0 20 Oct 2022
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue Ying Zhao Yinhe Zheng Zhiliang Tian Chang Gao Yu Bowen Haiyang Yu Yongbin Li Jianguo Sun N. Zhang CLL OffRL 37 12 0 14 Oct 2022
Bootstrapping Multilingual Semantic Parsers using Large Language Models Abhijeet Awasthi Nitish Gupta Bidisha Samanta Shachi Dave Sunita Sarawagi Partha P. Talukdar 43 7 0 13 Oct 2022
Explainable Abuse Detection as Intent Classification and Slot Filling Agostina Calabrese Bjorn Ross Mirella Lapata 51 10 0 06 Oct 2022
Semantic-based Pre-training for Dialogue Understanding Xuefeng Bai Linfeng Song Yue Zhang 43 7 0 19 Sep 2022
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation Wanwei He Yinpei Dai Min Yang Jian Sun Fei Huang Luo Si Yongbin Li 36 60 0 14 Sep 2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding Wanwei He Yinpei Dai Binyuan Hui Min Yang Zhen Cao Jianbo Dong Fei Huang Luo Si Yongbin Li VLM 43 31 0 14 Sep 2022
Trust in Language Grounding: a new AI challenge for human-robot teams David M. Bossens C. Evers 42 1 0 05 Sep 2022
ASR Error Correction with Constrained Decoding on Operation Prediction J. Yang Rong-Zhi Li Wei Peng 38 9 0 09 Aug 2022
A Survey of Intent Classification and Slot-Filling Datasets for Task-Oriented Dialog Stefan Larson Kevin Leach 41 20 0 26 Jul 2022
STOP: A dataset for Spoken Task Oriented Semantic Parsing Paden Tomasello Akshat Shrivastava Daniel Lazar Po-Chun Hsu Duc Le ... Robin Algayres Tu Nguyen Emmanuel Dupoux Luke Zettlemoyer Abdel-rahman Mohamed 27 35 0 29 Jun 2022
CookDial: A dataset for task-oriented dialogs grounded in procedural documents Yiwei Jiang Klim Zaporojets Johannes Deleu Thomas Demeester Chris Develder 6 9 0 17 Jun 2022
Cross-TOP: Zero-Shot Cross-Schema Task-Oriented Parsing M. Rubino Nicolas Guenon des Mesnards Uday Shah Nan-Jiang Jiang Weiqiong Sun Konstantine Arkoudas 26 3 0 10 Jun 2022
DFM: Dialogue Foundation Model for Universal Large-Scale Dialogue-Oriented Task Learning Zhi Chen Jijia Bao Lu Chen Yuncong Liu Da Ma ... Xinhsuai Dong Fujiang Ge Qingliang Miao Jian-Guang Lou Kai Yu ALM AI4CE 53 3 0 25 May 2022