Title
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Mining Clues from Incomplete Utterance: A Query-enhanced Network for Incomplete Utterance Rewriting Shuzheng Si Shuang Zeng Baobao Chang 101 14 0 03 Jul 2023
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A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots Sai Zhang Y. Hu Yuchuan Wu Jiaman Wu Yongbin Li Jian Sun Caixia Yuan Xiaojie Wang 67 16 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 886 13,176 0 04 Mar 2022
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection Wanwei He Yinpei Dai Yinhe Zheng Yuchuan Wu Zhen Cao ... Min Yang Feiling Huang Luo Si Jian Sun Yongbin Li VLM 83 159 0 29 Nov 2021
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing Sanyuan Chen Chengyi Wang Zhengyang Chen Yu-Huan Wu Shujie Liu ... Yao Qian Jian Wu Micheal Zeng Xiangzhan Yu Furu Wei SSL 265 1,898 0 26 Oct 2021
Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems Derek Chen Howard Chen Yi Yang A. Lin Zhou Yu 74 70 0 01 Apr 2021
Are NLP Models really able to Solve Simple Math Word Problems? Arkil Patel S. Bhattamishra Navin Goyal ReLM LRM 102 845 0 12 Mar 2021
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems Baolin Peng Chunyuan Li Zhu Zhang Chenguang Zhu Jinchao Li Jianfeng Gao 61 50 0 29 Dec 2020
UBAR: Towards Fully End-to-End Task-Oriented Dialog Systems with GPT-2 Yunyi Yang Yunhao Li Xiaojun Quan 84 191 0 07 Dec 2020
MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines Xiaoxue Zang Abhinav Rastogi Srinivas Sunkara Raghav Gupta Jianguo Zhang Jindong Chen 71 279 0 10 Jul 2020
TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State Tracking Michael Heck Carel van Niekerk Nurul Lubis Christian Geishauser Hsien-Chin Lin Marco Moresi Milica Gavsić 70 221 0 06 May 2020
Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset Abhinav Rastogi Xiaoxue Zang Srinivas Sunkara Raghav Gupta Pranav Khaitan 76 614 0 12 Sep 2019
"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding Ben Zhou Daniel Khashabi Qiang Ning Dan Roth AIMat 98 200 0 06 Sep 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao M. Zhou H. Hon ELM AI4CE 227 1,560 0 08 May 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling Paweł Budzianowski Tsung-Hsien Wen Bo-Hsiang Tseng I. Casanueva Stefan Ultes Osman Ramadan Milica Gasic 184 1,324 0 29 Sep 2018
Building a Conversational Agent Overnight with Dialogue Self-Play Pararth Shah Dilek Z. Hakkani-Tür Gokhan Tur Abhinav Rastogi Ankur Bapna Neha Nayak Kennard Larry Heck 78 198 0 15 Jan 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
Key-Value Retrieval Networks for Task-Oriented Dialogue Mihail Eric Christopher D. Manning 89 420 0 15 May 2017
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 77 1,109 0 15 Apr 2016