v1v2 (latest)

ConveRT: Efficient and Accurate Conversational Representations from Transformers

Findings (Findings), 2019

9 November 2019

Papers citing "ConveRT: Efficient and Accurate Conversational Representations from Transformers"

50 / 118 papers shown

Title
Few-Shot Query Intent Detection via Relation-Aware Prompt Learning Liang Zhang Yuan Li Shijie Zhang Zheng Zhang Xitong Li 81 1 0 06 Sep 2025
Modeling Annotator Disagreement with Demographic-Aware Experts and Synthetic Perspectives Yinuo Xu Veronica Derricks Allison Earl David Jurgens 113 0 0 04 Aug 2025
TARDiS : Text Augmentation for Refining Diversity and Separability Kyungmin Kim Sanghun Im Gibaeg Kim Heung-Seon Oh VLM 178 0 0 06 Jan 2025
A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class IntentsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Ankan Mullick Sombit Bose Abhilash Nandy G. Chaitanya Pawan Goyal 131 5 0 29 Oct 2024
TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities Ming-bo Wen Jessica Fan Yilong Wu Shichun Liu Huiyuan Zheng ... Jun Zhao Junjie Ye Tao Gui Tao Gui Xuanjing Huang 217 4 0 31 Jul 2024
Joint Learning of Context and Feedback Embeddings in Spoken Dialogue Livia Qian Gabriel Skantze 95 2 0 11 Jun 2024
DarijaBanking: A New Resource for Overcoming Language Barriers in Banking Intent Detection for Moroccan Arabic Speakers Abderrahman Skiredj Ferdaous Azhari Ismail Berrada Saad Ezzini 160 1 0 26 May 2024
DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations Weihao Zeng Dayuan Fu Keqing He Yejie Wang Yukai Xu Weiran Xu 134 5 0 31 Mar 2024
Domain Adaptation in Intent Classification Systems: A Review Jesse Atuhurra Hidetaka Kamigaito Taro Watanabe Eric Nichols 133 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 155 0 0 02 Mar 2024
Triple-Encoders: Representations That Fire Together, Wire Together Justus-Jonas Erker Florian Mai Nils Reimers Gerasimos Spanakis Iryna Gurevych 188 2 0 19 Feb 2024
Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning Jeongwoo Park Enrico Liscio P. Murukannaiah AILaw 201 7 0 30 Jan 2024
Efficient slot labelling Vladimir Vlasov 138 0 0 17 Jan 2024
OmniDialog: An Omnipotent Pre-training Model for Task-Oriented Dialogue System Mingtao Yang See-Kiong Ng Jinlan Fu 213 3 0 28 Dec 2023
A Survey of the Evolution of Language Model-Based Dialogue Systems: Data, Task and Models Hongru Wang Lingzhi Wang Yiming Du Liang Chen Jing Zhou Yufei Wang Kam-Fai Wong LRM 378 29 0 28 Nov 2023
Dense Retrieval as Indirect Supervision for Large-space Decision MakingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Nan Xu Fei Wang Mingtao Dong Muhao Chen RALM 136 5 0 28 Oct 2023
Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Weixiao Zhou Gengyao Li Xianfu Cheng Xinnian Liang Junnan Zhu Feifei Zhai Zhoujun Li 137 7 0 16 Oct 2023
RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training Yu-Chien Tang Wei-Yao Wang An-Zi Yen Wenjie Peng 147 2 0 15 Oct 2023
A Task-oriented Dialog Model with Task-progressive and Policy-aware Pre-trainingNatural Language Processing and Chinese Computing (NLPCC), 2023 Lucen Zhong Hengtong Lu Caixia Yuan Fangkun Zhao Jiashen Sun Ke Zeng Guanglu Wan VLM 145 1 0 01 Oct 2023
Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance Lefteris Loukas Ilias Stogiannidis Prodromos Malakasiotis Stavros Vassos 172 30 0 28 Aug 2023
Dialogue Agents 101: A Beginner's Guide to Critical Ingredients for Designing Effective Conversational SystemsNatural Language Processing (NLP), 2023 Shivani Kumar S. Bhatia Milan Aggarwal Tanmoy Chakraborty 242 1 0 14 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 138 1 0 17 Jun 2023
Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-trainingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Haode Zhang Haowen Liang Li-Ming Zhan Xiao-Ming Wu Albert Y. S. Lam VLM 178 19 0 08 Jun 2023
Inspecting Spoken Language Understanding from Kids for Basic Math Learning at HomeWorkshop on Innovative Use of NLP for Building Educational Applications (UNBEA), 2023 Eda Okur Roddy Fuentes Alba Saurav Sahay L. Nachman 156 1 0 01 Jun 2023
Dramatic Conversation DisentanglementAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Kent K. Chang Danica Chen David Bamman 145 2 0 26 May 2023
A Deeper (Autoregressive) Approach to Non-Convergent Discourse ParsingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yoav Tulpan Oren Tsur 99 1 0 21 May 2023
Leveraging Large Language Models in Conversational Recommender Systems Luke Friedman Sameer Ahuja David Allen Zhenning Tan Hakim Sidahmed ... Ajay Patel Harsh Lara Brian Chu Zexiang Chen Manoj Kumar Tiwari 204 114 0 13 May 2023
Going beyond research datasets: Novel intent discovery in the industry settingFindings (Findings), 2023 Aleksandra Chrabrowa Tsimur Hadeliya D. Kajtoch Robert Mroczkowski Piotr Rybak 244 2 0 09 May 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Muhammad Usama Junaid Qadir 396 65 0 21 Mar 2023
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-InformationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Yen-Ting Lin Alexandros Papangelis Seokhwan Kim Sungjin Lee Devamanyu Hazarika Mahdi Namazifar Di Jin Yang Liu Dilek Z. Hakkani-Tür 138 41 0 10 Feb 2023
Understanding the Complexity and Its Impact on Testing in ML-Enabled Systems Junming Cao Bihuan Chen Longjie Hu Jie Ying Gao Kaifeng Huang Xin Peng 148 3 0 10 Jan 2023
Learning to Select from Multiple OptionsAAAI Conference on Artificial Intelligence (AAAI), 2022 Jiangshu Du Wenpeng Yin Congying Xia Philip S. Yu 336 8 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 226 13 0 21 Nov 2022
Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue PlanningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Justus-Jonas Erker Stefan Schaffer Gerasimos Spanakis 140 1 0 14 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 224 0 0 07 Nov 2022
End-to-End Evaluation of a Spoken Dialogue System for Learning Basic Mathematics Eda Okur Saurav Sahay Roddy Fuentes Alba L. Nachman 121 8 0 07 Nov 2022
Improving Bilingual Lexicon Induction with Cross-Encoder RerankingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yaoyiran Li Fangyu Liu Ivan Vulić Anna Korhonen 148 12 0 30 Oct 2022
SUMBot: Summarizing Context in Open-Domain Dialogue SystemsIberSPEECH Conference (IberSPEECH), 2022 Rui Ribeiro Luísa Coheur 126 2 0 12 Oct 2022
"No, they did not": Dialogue response dynamics in pre-trained language modelsInternational Conference on Computational Linguistics (COLING), 2022 Sanghee Kim Lang-Chi Yu Allyson Ettinger 136 1 0 05 Oct 2022
Semantic-based Pre-training for Dialogue UnderstandingInternational Conference on Computational Linguistics (COLING), 2022 Xuefeng Bai Linfeng Song Yue Zhang 222 8 0 19 Sep 2022
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and GenerationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 Wanwei He Yinpei Dai Min Yang Jian Sun Fei Huang Luo Si Yongbin Li 149 63 0 14 Sep 2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog UnderstandingInternational Conference on Computational Linguistics (COLING), 2022 Wanwei He Yinpei Dai Binyuan Hui Min Yang Zhen Cao Jianbo Dong Fei Huang Luo Si Yongbin Li VLM 224 35 0 14 Sep 2022
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogSIGDIAL Conferences (SIGDIAL), 2022 Tomávs Nekvinda Ondrej Dusek RALM 176 10 0 08 Sep 2022
Unified Knowledge Prompt Pre-training for Customer Service DialoguesInternational Conference on Information and Knowledge Management (CIKM), 2022 Keqing He Jingang Wang Chaobo Sun Wei Wu 124 4 0 31 Aug 2022
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding SystemsKnowledge Discovery and Data Mining (KDD), 2022 Jack G. M. FitzGerald Shankar Ananthakrishnan Konstantine Arkoudas Davide Bernardi Abhishek Bhagia ... Pan Wei Haiyang Yu Shuai Zheng Gokhan Tur Premkumar Natarajan ELM 131 31 0 15 Jun 2022
NLU for Game-based Learning in Real: Initial Evaluations Eda Okur Saurav Sahay L. Nachman LLMAG 94 2 0 27 May 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 224 25 0 26 May 2022
New Intent Discovery with Pre-training and Contrastive LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yuwei Zhang Haode Zhang Li-Ming Zhan Albert Y.S. Lam Albert Y. S. Lam SSL VLM 289 50 0 25 May 2022
CORAL: Contextual Response Retrievability Loss Function for Training Dialog Generation Models Bishal Santra Ravi Ghadia Manish Gupta Pawan Goyal OffRL 174 0 0 21 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 244 38 0 20 May 2022