Papers citing 'Training Neural Response Selection for Task-Oriented Dialogue Systems'

Title
Learning to Detect Relevant Contexts and Knowledge for Response Selection in Retrieval-based Dialogue Systems Kai Hua Z. Feng Chongyang Tao Rui Yan Lu Zhang 104 27 0 26 Sep 2025
Building a Few-Shot Cross-Domain Multilingual NLU Model for Customer CareEuropean Conference on Artificial Intelligence (ECAI), 2025 Saurabh Kumar Sourav Bansal Neeraj Agrawal Priyanka Bhatt 133 0 0 04 Jun 2025
Enhancing Dialogue Systems with Discourse-Level Understanding Using Deep Canonical Correlation Analysis Akanksha Mehndiratta Krishna Asawa 59 0 0 12 Apr 2025
Multi-turn Response Selection with Commonsense-enhanced Language Models Yuandong Wang Xuhui Ren Tong Chen Yuxiao Dong Nguyen Quoc Viet Hung Jie Tang KELM LRM 150 0 0 26 Jul 2024
Domain Adaptation in Intent Classification Systems: A Review Jesse Atuhurra Hidetaka Kamigaito Taro Watanabe Eric Nichols 149 2 0 26 Mar 2024
BootTOD: Bootstrap Task-oriented Dialogue Representations by Aligning Diverse Responses Weihao Zeng Keqing He Yejie Wang Dayuan Fu Weiran Xu 171 0 0 02 Mar 2024
Towards a Unified Conversational Recommendation System: Multi-task Learning via Contextualized Knowledge DistillationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yeongseo Jung Eunseo Jung Lei Chen 201 9 0 27 Oct 2023
Intent-calibrated Self-training for Answer Selection in Open-domain DialoguesTransactions of the Association for Computational Linguistics (TACL), 2023 Wentao Deng Jiahuan Pei Zhaochun Ren Zhumin Chen Sudipta Singha Roy 243 6 0 13 Jul 2023
FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented DialogueAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Weihao Zeng Keqing He Yejie Wang Chen Zeng Jingang Wang Yunsen Xian Weiran Xu 150 1 0 17 Jun 2023
TADA: Efficient Task-Agnostic Domain Adaptation for TransformersAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Chia-Chien Hung Lukas Lange Jannik Strötgen 276 13 0 22 May 2023
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? Chaoning Zhang Chenshuang Zhang Sheng Zheng Yu Qiao Chenghao Li ... Lik-Hang Lee Yang Yang Heng Tao Shen In So Kweon Choong Seon Hong 279 193 0 21 Mar 2023
Channel-aware Decoupling Network for Multi-turn Dialogue ComprehensionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Zhuosheng Zhang Hai Zhao Longxiang Liu BDL 231 3 0 10 Jan 2023
DialogQAE: N-to-N Question Answer Pair Extraction from Customer Service ChatlogConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Xin Zheng Tianyu Liu H. Meng Xu Wang Yu Jiang Meng-Liang Rao Binghuai Lin Zhifang Sui Yunbo Cao 184 4 0 14 Dec 2022
IRRGN: An Implicit Relational Reasoning Graph Network for Multi-turn Response SelectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jingcheng Deng Hengwei Dai Xuewei Guo Yuanchen Ju Wei Peng LRM 258 2 0 01 Dec 2022
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yinpei Dai Wanwei He Bowen Li Yuchuan Wu Zhen Cao Zhongqi An Jian Sun Yongbin Li ELM ALM 230 13 0 21 Nov 2022
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue SystemsInternational Conference on Language Resources and Evaluation (LREC), 2022 Songbo Hu Ivan Vulić Fangyu Liu Anna Korhonen 248 0 0 07 Nov 2022
Deploying a Retrieval based Response Model for Task Oriented DialoguesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Lahari Poddar Gyuri Szarvas Cheng Wang Jorge A. Balazs Pavel Danchenko P. Ernst 114 0 0 25 Oct 2022
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogSIGDIAL Conferences (SIGDIAL), 2022 Tomávs Nekvinda Ondrej Dusek RALM 196 10 0 08 Sep 2022
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yanmeng Wang Jun Bai Ye Wang Jianfei Zhang Wenge Rong Zongcheng Ji Shaojun Wang Jing Xiao RALM 113 12 0 07 Jun 2022
Learning Dialogue Representations from Consecutive UtterancesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Zhihan Zhou Dejiao Zhang Wei Xiao Nicholas Dingwall Xiaofei Ma Andrew O. Arnold Bing Xiang SSL 272 26 0 26 May 2022
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented DialogNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Chia-Chien Hung Anne Lauscher Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 276 39 0 20 May 2022
Taming Continuous Posteriors for Latent Variational Dialogue PoliciesAAAI Conference on Artificial Intelligence (AAAI), 2022 Marin Vlastelica P. Ernst Gyuri Szarvas BDL OffRL 139 1 0 16 May 2022
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and IsotropizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Haode Zhang Haowen Liang Yuwei Zhang Li-Ming Zhan Xiao-Ming Wu Xiaolei Lu Albert Y. S. Lam 206 34 0 15 May 2022
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence EncodersConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Ivan Vulić Goran Glavaš Fangyu Liu Nigel Collier Edoardo Ponti Anna Korhonen 248 10 0 30 Apr 2022
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue I. Casanueva Ivan Vulić Georgios P. Spithourakis Paweł Budzianowski 225 16 0 27 Apr 2022
DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational ModelingInternational Conference on Computational Linguistics (COLING), 2022 Lahari Poddar Peiyao Wang J. Reinspach 146 5 0 15 Apr 2022
LSTM-RASA Based Agri Farm Assistant for Farmers Narayana Darapaneni Selvakumar Raj V. Raghul Venkatesh Sivaraman Sunil Mohan A. Paduri 116 4 0 07 Apr 2022
TWEETSUMM -- A Dialog Summarization Dataset for Customer Service Guy Feigenblat R. Chulaka Gunasekara Benjamin Sznajder Sachindra Joshi D. Konopnicki R. Aharonov VLM 128 48 0 23 Nov 2021
DS-TOD: Efficient Domain Specialization for Task Oriented Dialog Chia-Chien Hung Anne Lauscher Simone Paolo Ponzetto Goran Glavaš 197 31 0 15 Oct 2021
Building an Efficient and Effective Retrieval-based Dialogue System via Mutual Learning Chongyang Tao Jiazhan Feng Chang Liu Juntao Li Xiubo Geng Daxin Jiang RALM 107 7 0 01 Oct 2021
Every time I fire a conversational designer, the performance of the dialog system goes downInternational Conference on Language Resources and Evaluation (LREC), 2021 Giancarlo A. Xompero Michele Mastromattei Samir Salman Cristina Giannone Andrea Favalli Raniero Romagnoli Fabio Massimo Zanzotto 108 0 0 27 Sep 2021
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models Ivan Vulić Pei-hao Su Sam Coope D. Gerz Paweł Budzianowski I. Casanueva Nikola Mrkvsić Tsung-Hsien Wen 254 39 0 21 Sep 2021
A Conditional Generative Matching Model for Multi-lingual Reply Suggestion Budhaditya Deb Guoqing Zheng Milad Shokouhi Ahmed Hassan Awadallah 128 1 0 15 Sep 2021
Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog SystemsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Fei Mi Wanhao Zhou Feng Cai Lingjing Kong Shiyu Huang Boi Faltings 176 32 0 28 Aug 2021
ConveRT for FAQ Answering Maxime De Bruyn Ehsan Lotfi Jeska Buhmann Walter Daelemans 145 1 0 02 Aug 2021
Extreme Multi-label Learning for Semantic Matching in Product Search Wei-Cheng Chang Daniel Jiang Hsiang-Fu Yu C. Teo Jiong Zhang ... Qie Hu Nikhil Shandilya Vyacheslav Ievgrafov Japinder Singh Inderjit S. Dhillon 152 64 0 23 Jun 2021
Language Scaling for Universal Suggested Replies ModelNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Qianlan Ying Payal Bajaj Budhaditya Deb Yu Yang Wei Wang Bojia Lin Milad Shokouhi Xia Song Yang Yang Daxin Jiang LRM 130 2 0 04 Jun 2021
Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate SpeechFindings (Findings), 2021 Wanzheng Zhu S. Bhat 122 67 0 03 Jun 2021
Towards a Universal NLG for Dialogue Systems and Simulators with Future Bridging Philipp Ennen Yen-Ting Lin Ali Girayhan Ozbay F. Insalata Maolin Li Ye Tian Sepehr Jalali Da-shan Shiu 145 2 0 21 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic SurveyArtificial Intelligence Review (AIR), 2021 Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Xiaoshi Zhong 751 319 0 10 May 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue SystemsJournal of Artificial Intelligence Research (JAIR), 2021 E. Razumovskaia Goran Glavaš Olga Majewska Edoardo Ponti Anna Korhonen Ivan Vulić 445 37 0 17 Apr 2021
Multilingual and Cross-Lingual Intent Detection from Spoken DataConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 D. Gerz Pei-hao Su Razvan Kusztos Avishek Mondal M. Lis Eshan Singhal N. Mrksic Tsung-Hsien Wen Ivan Vulić 225 43 0 17 Apr 2021
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence EncodersConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Fangyu Liu Ivan Vulić Anna Korhonen Nigel Collier VLM OffRL 281 129 0 16 Apr 2021
Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue SystemsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Derek Chen Howard Chen Yi Yang A. Lin Zhou Yu 198 75 0 01 Apr 2021
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal RetrievalTransactions of the Association for Computational Linguistics (TACL), 2021 Gregor Geigle Jonas Pfeiffer Nils Reimers Ivan Vulić Iryna Gurevych 253 60 0 22 Mar 2021
Pretraining the Noisy Channel Model for Task-Oriented DialogueTransactions of the Association for Computational Linguistics (TACL), 2021 Qi Liu Lei Yu Laura Rimell Phil Blunsom 220 26 0 18 Mar 2021
A Cooperative Memory Network for Personalized Task-oriented Dialogue Systems with Incomplete User ProfilesThe Web Conference (WWW), 2021 Jiahuan Pei Sudipta Singha Roy Maarten de Rijke 122 24 0 16 Feb 2021
Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human DemonstrationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Weiyan Shi Yu Li Saurav Sahay Zhou Yu OffRL 333 34 0 31 Dec 2020
Learning to Expand: Reinforced Pseudo-relevance Feedback Selection for Information-seeking ConversationsInternational Conference on Information and Knowledge Management (CIKM), 2020 Haojie Pan Cen Chen Chengyu Wang Minghui Qiu Liu Yang Feng Ji Yanjie Liang 135 4 0 25 Nov 2020
ConVEx: Data-Efficient and Few-Shot Slot Labeling Matthew Henderson Ivan Vulić CLIP VLM 189 38 0 22 Oct 2020