Title
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems Andrea Madotto Samuel Cahyawijaya Genta Indra Winata Yan Xu Zihan Liu Mohammad Kachuee Pascale Fung 261 66 0 28 Sep 2020
Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn DialogueAAAI Conference on Artificial Intelligence (AAAI), 2020 Longxiang Liu Zhuosheng Zhang Hai Zhao Xi Zhou Xiang Zhou 223 56 0 14 Sep 2020
Are Neural Open-Domain Dialog Systems Robust to Speech Recognition Errors in the Dialog History? An Empirical Study Karthik Gopalakrishnan Behnam Hedayatnia Longshaokan Wang Yang Liu Dilek Z. Hakkani-Tür 122 24 0 18 Aug 2020
Is this Dialogue Coherent? Learning from Dialogue Acts and Entities Alessandra Cervone Giuseppe Riccardi 175 19 0 17 Jun 2020
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations Sam Coope Tyler Farghly D. Gerz Ivan Vulić Matthew Henderson 147 66 0 18 May 2020
DIET: Lightweight Language Understanding for Dialogue Systems Tanja Bunk Daksh Varshneya Vladimir Vlasov Alan Nichol 282 173 0 21 Apr 2020
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented DialogueConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Chien-Sheng Wu Guosheng Lin R. Socher Caiming Xiong 327 337 0 15 Apr 2020
Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based ChatbotsInternational Conference on Information and Knowledge Management (CIKM), 2020 Jia-Chen Gu Tianda Li Quan Liu Zhenhua Ling Zhiming Su Si Wei Xiao-Dan Zhu 232 174 0 07 Apr 2020
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 590 550 0 10 Mar 2020
Pre-Training for Query Rewriting in A Spoken Language Understanding SystemIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Zheng Chen Xing Fan Yuan Ling Lambert Mathias Chenlei Guo 115 24 0 13 Feb 2020
ConveRT: Efficient and Accurate Conversational Representations from TransformersFindings (Findings), 2019 Matthew Henderson I. Casanueva Nikola Mrkvsić Pei-hao Su Tsung-Hsien Ivan Vulić 412 206 0 09 Nov 2019
Dialogue Transformers Vladimir Vlasov Johannes E. M. Mosig Alan Nichol 330 62 0 01 Oct 2019
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and BookingConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Matthew Henderson Ivan Vulić I. Casanueva Paweł Budzianowski D. Gerz Sam Coope Georgios P. Spithourakis Tsung-Hsien Wen N. Mrksic Pei-hao Su 118 15 0 03 Sep 2019
Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue SystemsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Paweł Budzianowski Ivan Vulić 230 328 0 12 Jul 2019
ReQA: An Evaluation for End-to-End Answer Retrieval ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Amin Ahmad Noah Constant Yinfei Yang Daniel Cer RALM 230 55 0 10 Jul 2019
A Repository of Conversational Datasets Matthew Henderson Paweł Budzianowski I. Casanueva Sam Coope D. Gerz ... N. Mrksic Georgios P. Spithourakis Pei-hao Su Ivan Vulić Tsung-Hsien Wen 162 91 0 13 Apr 2019