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
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 198 34 0 15 May 2022
Multimodal Conversational AI: A Survey of Datasets and Approaches Anirudh S. Sundar Larry Heck 146 32 0 13 May 2022
Data Augmentation with Paraphrase Generation and Entity Extraction for Multimodal Dialogue SystemInternational Conference on Language Resources and Evaluation (LREC), 2022 Eda Okur Saurav Sahay L. Nachman 111 27 0 09 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 228 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 205 14 0 27 Apr 2022
Sparse and Dense Approaches for the Full-rank Retrieval of Responses for Dialogues Gustavo Penha C. Hauff RALM 151 0 0 22 Apr 2022
Label Semantic Aware Pre-training for Few-shot Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Aaron Mueller Jason Krone Salvatore Romeo Saab Mansour Elman Mansimov Yi Zhang Dan Roth VLM 109 40 0 14 Apr 2022
ViWOZ: A Multi-Domain Task-Oriented Dialogue Systems Dataset For Low-resource Language Phi Nguyen Van Tung Cao Hoang Dũng Nguyễn Mạnh Q. Minh Long Tran Quoc 129 4 0 15 Mar 2022
One Agent To Rule Them All: Towards Multi-agent Conversational AIFindings (Findings), 2022 Christopher Clarke Joseph Peper Karthik Krishnamurthy W. Talamonti Kevin Leach Walter S. Lasecki Yiping Kang Lingjia Tang Jason Mars LLMAG 100 14 0 15 Mar 2022
Representation Learning for Conversational Data using Discourse Mutual Information MaximizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Bishal Santra Sumegh Roychowdhury Aishik Mandal Vasu Gurram Atharva Naik Manish Gupta Pawan Goyal SSL 175 5 0 04 Dec 2021
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy InjectionAAAI Conference on Artificial Intelligence (AAAI), 2021 Wanwei He Yinpei Dai Yinhe Zheng Yuchuan Wu Zhen Cao ... Min Yang Feiling Huang Luo Si Jian Sun Yongbin Li VLM 194 168 0 29 Nov 2021
Context Matters in Semantically Controlled Language Generation for Task-oriented Dialogue SystemsICON (ICON), 2021 Ye Liu Wolfgang Maier Wolfgang Minker Stefan Ultes 101 6 0 28 Nov 2021
Exploring Low-Cost Transformer Model Compression for Large-Scale Commercial Reply Suggestions Vaishnavi Shrivastava Radhika Gaonkar Shashank Gupta Abhishek Jha 71 0 0 27 Nov 2021
A Sequence to Sequence Model for Extracting Multiple Product Name Entities from Dialog Praneeth Gubbala Xuan Zhang 88 1 0 28 Oct 2021
SYNERGY: Building Task Bots at Scale Using Symbolic Knowledge and Machine Teaching Baolin Peng Chunyuan Li Zhu Zhang Jinchao Li Chenguang Zhu Jianfeng Gao 158 3 0 21 Oct 2021
DS-TOD: Efficient Domain Specialization for Task Oriented Dialog Chia-Chien Hung Anne Lauscher Simone Paolo Ponzetto Goran Glavaš 193 31 0 15 Oct 2021
We've had this conversation before: A Novel Approach to Measuring Dialog SimilarityConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Ofer Lavi Ella Rabinovich Segev Shlomov David Boaz Inbal Ronen Ateret Anaby-Tavor 210 7 0 12 Oct 2021
Pre-trained Language Models in Biomedical Domain: A Systematic SurveyACM Computing Surveys (CSUR), 2021 Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 362 200 0 11 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
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System Yixuan Su Lei Shu Elman Mansimov Arshit Gupta Deng Cai Yi-An Lai Yi Zhang 316 204 0 29 Sep 2021
MFAQ: a Multilingual FAQ DatasetWorkshop on Machine Reading for Question Answering (MRQA), 2021 Maxime De Bruyn Ehsan Lotfi Jeska Buhmann Walter Daelemans RALM 295 23 0 27 Sep 2021
DialogueCSE: Dialogue-based Contrastive Learning of Sentence EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Che Liu Rui Wang Jinghua Liu Jian Sun Fei Huang Luo Si 179 41 0 26 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 230 39 0 21 Sep 2021
Dialogue State Tracking with a Language Model using Schema-Driven Prompting Chia-Hsuan Lee Hao Cheng Mari Ostendorf 150 140 0 15 Sep 2021
Effectiveness of Pre-training for Few-shot Intent Classification Haode Zhang Yuwei Zhang Li-Ming Zhan Jiaxin Chen Guangyuan Shi Xiao-Ming Wu Albert Y. S. Lam VLM 189 54 0 13 Sep 2021
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Vladimir Araujo Andrés Villa Marcelo Mendoza Marie-Francine Moens Alvaro Soto 150 9 0 10 Sep 2021
DialogLM: Pre-trained Model for Long Dialogue Understanding and SummarizationAAAI Conference on Artificial Intelligence (AAAI), 2021 Ming Zhong Yang Liu Yichong Xu Chenguang Zhu Michael Zeng VLM AI4CE 220 140 0 06 Sep 2021
Code-switched inspired losses for generic spoken dialog representationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 E. Chapuis Pierre Colombo Matthieu Labeau Chloe Clave 322 12 0 27 Aug 2021
ConveRT for FAQ Answering Maxime De Bruyn Ehsan Lotfi Jeska Buhmann Walter Daelemans 145 1 0 02 Aug 2021
Semi-Supervising Learning, Transfer Learning, and Knowledge Distillation with SimCLR Khoi Duc Minh Nguyen Y. Nguyen Bao Le 102 5 0 02 Aug 2021
GenSF: Simultaneous Adaptation of Generative Pre-trained Models and Slot FillingSIGDIAL Conferences (SIGDIAL), 2021 Shikib Mehri M. Eskénazi AI4CE 97 16 0 13 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 122 2 0 04 Jun 2021
Dialogue-oriented Pre-trainingFindings (Findings), 2021 Yi Xu Hai Zhao 187 15 0 01 Jun 2021
Structural Pre-training for Dialogue ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Zhuosheng Zhang Hai Zhao 151 33 0 23 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 413 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 201 42 0 17 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 245 60 0 22 Mar 2021
Cooperative Self-training of Machine Reading ComprehensionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Hongyin Luo Shang-Wen Li Ming Gao Seunghak Yu James R. Glass SyDa RALM 181 12 0 12 Mar 2021
Natural Language Understanding for Argumentative Dialogue Systems in the Opinion Building DomainKnowledge-Based Systems (KBS), 2021 W. A. Abro Annalena Aicher Niklas Rach Stefan Ultes Wolfgang Minker Guilin Qi 154 37 0 03 Mar 2021
Is the User Enjoying the Conversation? A Case Study on the Impact on the Reward Function L. Rojas-Barahona 63 2 0 13 Jan 2021
On the Calibration and Uncertainty of Neural Learning to Rank ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Gustavo Penha C. Hauff 415 36 0 12 Jan 2021
VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-wordsAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Xiaopeng Lu Tiancheng Zhao Kyusong Lee 193 29 0 01 Jan 2021
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog SystemsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Baolin Peng Chunyuan Li Zhu Zhang Chenguang Zhu Jinchao Li Jianfeng Gao 140 50 0 29 Dec 2020
Self-attention Comparison Module for Boosting Performance on Retrieval-based Open-Domain Dialog Systems Tian Lan Xian-Ling Mao Zhipeng Zhao Wei Wei Heyan Huang 153 1 0 21 Dec 2020
DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2020 Weizhou Shen Junqing Chen Xiaojun Quan Zhixiang Xie 217 239 0 16 Dec 2020
The Lab vs The Crowd: An Investigation into Data Quality for Neural Dialogue Models José Lopes Javier Chiyah-Garcia H. Hastie 172 2 0 07 Dec 2020
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank UtterancesAAAI Conference on Artificial Intelligence (AAAI), 2020 X. Gu Kang Min Yoo Jung-Woo Ha 262 76 0 03 Dec 2020
Probing Task-Oriented Dialogue Representation from Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Chien-Sheng Wu Caiming Xiong 134 20 0 26 Oct 2020
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language InferenceConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Jianguo Zhang Kazuma Hashimoto Wenhao Liu Chien-Sheng Wu Yao Wan Philip S. Yu R. Socher Caiming Xiong 186 98 0 25 Oct 2020
STAR: A Schema-Guided Dialog Dataset for Transfer Learning Johannes E. M. Mosig Shikib Mehri Thomas Kober 235 46 0 22 Oct 2020