v1v2 (latest)

Retrieve and Refine: Improved Sequence Generation Models For Dialogue

14 August 2018

Jason Weston

Papers citing "Retrieve and Refine: Improved Sequence Generation Models For Dialogue"

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Title
Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval GenerationInternational Conference on Computational Linguistics (COLING), 2022 Yihe Wang Yitong Li Yasheng Wang Fei Mi Pingyi Zhou Xin Wang Jin Liu Xin Jiang Qun Liu RALM 212 4 0 27 Jan 2022
Faster Nearest Neighbor Machine Translation Shuhe Wang Jiwei Li Yuxian Meng Rongbin Ouyang Guoyin Wang Xiaoya Li Tianwei Zhang Shi Zong 145 12 0 15 Dec 2021
Understanding and Improving the Exemplar-based Generation for Open-domain Conversation Seungju Han Beomsu Kim Seokjun Seo Enkhbayar Erdenee Buru Chang 164 3 0 13 Dec 2021
Action based Network for Conversation Question Reformulation Zheyu Ye Jiang Liu Qian Yu Jianxun Ju 100 0 0 29 Nov 2021
BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation Eleftheria Briakou Sida Wang Luke Zettlemoyer Marjan Ghazvininejad 167 5 0 12 Nov 2021
Comparative Explanations of RecommendationsThe Web Conference (WWW), 2021 Aobo Yang Nan Wang Renqin Cai Hongbo Deng Hongning Wang 379 16 0 01 Nov 2021
EmpBot: A T5-based Empathetic Chatbot focusing on Sentiments Emmanouil Zaranis Georgios Paraskevopoulos Athanasios Katsamanis Alexandros Potamianos 207 11 0 30 Oct 2021
Controllable Semantic Parsing via Retrieval Augmentation Panupong Pasupat Yuan Zhang Kelvin Guu 327 49 0 16 Oct 2021
Advances in Multi-turn Dialogue Comprehension: A Survey Zhuosheng Zhang Hai Zhao 292 23 0 11 Oct 2021
RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing Vivek Gupta Akshat Shrivastava Adithya Sagar Armen Aghajanyan Denis Savenkov RALM 147 23 0 21 Sep 2021
Transferable Persona-Grounded Dialogues via Grounded Minimal Edits Chen Henry Wu Yinhe Zheng Xiaoxi Mao Shiyu Huang 159 20 0 16 Sep 2021
KFCNet: Knowledge Filtering and Contrastive Learning Network for Generative Commonsense Reasoning Jinyan Su Yeyun Gong Jian Jiao Ruofei Zhang Timothy Baldwin Nan Duan OffRL 131 6 0 14 Sep 2021
Hi, my name is Martha: Using names to measure and mitigate bias in generative dialogue models Eric Michael Smith Adina Williams 226 31 0 07 Sep 2021
Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain ConversationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Beomsu Kim Seokjun Seo Seungju Han Enkhbayar Erdenee Buru Chang RALM 199 6 0 28 Aug 2021
Low-Resource Adaptation of Open-Domain Generative ChatbotsWorkshop on Document-grounded Dialogue and Conversational Question Answering (DialDoc), 2021 Greyson Gerhard-Young R. Anantha Srinivas Chappidi Björn Hoffmeister 190 3 0 13 Aug 2021
Knowledge-Grounded Dialogue Flow Management for Social Robots and Conversational AgentsInternational Journal of Social Robotics (JSR), 2021 Lucrezia Grassi Carmine Tommaso Recchiuto A. Sgorbissa 134 32 0 04 Aug 2021
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human CommunicationIEEE Access (IEEE Access), 2021 Navonil Majumder Deepanway Ghosal Devamanyu Hazarika Alexander Gelbukh Amélie Reymond Soujanya Poria 238 25 0 22 Jun 2021
Unsupervised Enrichment of Persona-grounded Dialog with Background Stories Bodhisattwa Prasad Majumder Taylor Berg-Kirkpatrick Julian McAuley Harsh Jhamtani 133 20 0 15 Jun 2021
Fast Nearest Neighbor Machine TranslationFindings (Findings), 2021 Yuxian Meng Xiaoya Li Xiayu Zheng Leilei Gan Xiaofei Sun Tianwei Zhang Jiwei Li LRM 275 52 0 30 May 2021
Good for Misconceived Reasons: An Empirical Revisiting on the Need for Visual Context in Multimodal Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Zhiyong Wu Lingpeng Kong W. Bi Xiang Li B. Kao LRM 117 97 0 30 May 2021
Neural Machine Translation with Monolingual Translation MemoryAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Deng Cai Yan Wang Huayang Li Wai Lam Lemao Liu 261 112 0 24 May 2021
Improving Named Entity Recognition by External Context Retrieving and Cooperative LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 221 162 0 08 May 2021
Case-based Reasoning for Natural Language Queries over Knowledge BasesConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Rajarshi Das Manzil Zaheer Dung Ngoc Thai Ameya Godbole Ethan Perez Jay Yoon Lee Lizhen Tan L. Polymenakos Andrew McCallum 274 191 0 18 Apr 2021
Generating Related Work Darsh J. Shah Regina Barzilay 123 3 0 18 Apr 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 481 38 0 17 Apr 2021
Retrieval Augmentation for Deep Neural Networks R. Ramos Patrícia Pereira Helena Moniz Joao Paulo Carvalho Bruno Martins VLM 159 0 0 25 Feb 2021
Generate and Revise: Reinforcement Learning in Neural PoetryIEEE International Joint Conference on Neural Network (IJCNN), 2021 Andrea Zugarini Luca Pasqualini S. Melacci Marco Maggini 149 3 0 08 Feb 2021
Data-to-text Generation by Splicing Together Nearest NeighborsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Sam Wiseman A. Backurs K. Stratos 256 10 0 20 Jan 2021
What Makes Good In-Context Examples for GPT- $3$ ?Workshop on Knowledge Extraction and Integration for Deep Learning Architectures; Deep Learning Inside Out (DEELIO), 2021 Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 572 1,604 0 17 Jan 2021
Reducing conversational agents' overconfidence through linguistic calibrationTransactions of the Association for Computational Linguistics (TACL), 2020 Sabrina J. Mielke Arthur Szlam Emily Dinan Y-Lan Boureau 736 215 0 30 Dec 2020
I like fish, especially dolphins: Addressing Contradictions in Dialogue ModelingAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Yixin Nie Mary Williamson Joey Tianyi Zhou Douwe Kiela Jason Weston 280 90 0 24 Dec 2020
Data-Efficient Methods for Dialogue Systems Igor Shalyminov 192 1 0 05 Dec 2020
An Enhanced Knowledge Injection Model for Commonsense GenerationInternational Conference on Computational Linguistics (COLING), 2020 Zhihao Fan Yeyun Gong Zhongyu Wei Siyuan Wang Ya-Chieh Huang Jian Jiao Xuanjing Huang Nan Duan Ruofei Zhang 191 30 0 01 Dec 2020
Deconstruct to Reconstruct a Configurable Evaluation Metric for Open-Domain Dialogue SystemsInternational Conference on Computational Linguistics (COLING), 2020 Vitou Phy Yang Zhao Akiko Aizawa 198 60 0 01 Nov 2020
Predict and Use Latent Patterns for Short-Text Conversation Hung-Ting Chen Yu-Chieh Chao Ta-Hsuan Chao Wei-Yun Ma 146 0 0 27 Oct 2020
Explaining and Improving Model Behavior with k Nearest Neighbor Representations Nazneen Rajani Ben Krause Wengpeng Yin Tong Niu R. Socher Caiming Xiong FAtt 191 36 0 18 Oct 2020
Response Selection for Multi-Party Conversations with Dynamic Topic Tracking Weishi Wang Shafiq Joty Guosheng Lin 172 50 0 15 Oct 2020
Exemplar-Controllable Paraphrasing and Translation using Bitext Mingda Chen Sam Wiseman Kevin Gimpel BDL 198 1 0 12 Oct 2020
Learning to Recombine and Resample Data for Compositional Generalization Ekin Akyürek Afra Feyza Akyürek Jacob Andreas 362 81 0 08 Oct 2020
PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Xinyu Hua Lu Wang 246 60 0 05 Oct 2020
Nearest Neighbor Machine TranslationInternational Conference on Learning Representations (ICLR), 2020 Urvashi Khandelwal Angela Fan Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 347 314 0 01 Oct 2020
Controlling Style in Generated Dialogue Eric Michael Smith Diana Gonzalez-Rico Emily Dinan Y-Lan Boureau AI4CE 259 54 0 22 Sep 2020
Iterative Refinement in the Continuous Space for Non-Autoregressive Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Jason D. Lee Raphael Shu Dong Wang 119 28 0 15 Sep 2020
Controlling Dialogue Generation with Semantic Exemplars Prakhar Gupta Jeffrey P. Bigham Yulia Tsvetkov Amy Pavel 235 40 0 20 Aug 2020
Learning Sparse Prototypes for Text Generation Junxian He Taylor Berg-Kirkpatrick Graham Neubig 228 24 0 29 Jun 2020
A Simple Approach to Case-Based Reasoning in Knowledge BasesConference on Automated Knowledge Base Construction (AKBC), 2020 Rajarshi Das Ameya Godbole Shehzaad Dhuliawala Manzil Zaheer Andrew McCallum 251 24 0 25 Jun 2020
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions Stephen Roller Y-Lan Boureau Jason Weston Antoine Bordes Emily Dinan ... Kurt Shuster Eric Michael Smith Arthur Szlam Jack Urbanek Mary Williamson LLMAG AI4CE 227 60 0 22 Jun 2020
Learning an Unreferenced Metric for Online Dialogue EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Koustuv Sinha Prasanna Parthasarathi Jasmine Wang Ryan J. Lowe William L. Hamilton Joelle Pineau OffRL 203 86 0 01 May 2020
EnsembleGAN: Adversarial Learning for Retrieval-Generation Ensemble Model on Short-Text ConversationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2019 Jiayi Zhang Chongyang Tao Zhenjing Xu Qiaojing Xie Wei Chen Rui Yan 182 17 0 30 Apr 2020
Recipes for building an open-domain chatbotConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020 Stephen Roller Emily Dinan Naman Goyal Da Ju Mary Williamson ... Myle Ott Kurt Shuster Eric Michael Smith Y-Lan Boureau Jason Weston ALM 497 1,082 0 28 Apr 2020