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"

50 / 56 papers shown

Title
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Qiang Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 76 3 0 11 Mar 2025
Human Speech Perception in Noise: Can Large Language Models Paraphrase to Improve It? Anupama Chingacham Miaoran Zhang Vera Demberg Dietrich Klakow 41 0 0 07 Aug 2024
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models Alireza Salemi Hamed Zamani 38 4 0 30 Apr 2024
Retrieval is Accurate Generation Bowen Cao Deng Cai Leyang Cui Xuxin Cheng Wei Bi Yuexian Zou Shuming Shi 40 6 0 27 Feb 2024
QASE Enhanced PLMs: Improved Control in Text Generation for MRC Lin Ai Zheng Hui Zizhou Liu Julia Hirschberg 34 0 0 26 Feb 2024
TAPIR: Learning Adaptive Revision for Incremental Natural Language Understanding with a Two-Pass Model Patrick Kahardipraja Brielen Madureira David Schlangen CLL 34 9 0 18 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 32 104 0 13 May 2023
Speaker Profiling in Multiparty Conversations Shivani Kumar Rishabh Gupta Md. Shad Akhtar Tanmoy Chakraborty 31 0 0 18 Apr 2023
Retrieval-augmented Image Captioning R. Ramos Desmond Elliott Bruno Martins VLM 34 29 0 16 Feb 2023
Error-Robust Retrieval for Chinese Spelling Check Xunjian Yin Xinyu Hu Jin Jiang Xiao-Yi Wan 35 3 0 15 Nov 2022
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems Songbo Hu Ivan Vulić Fangyu Liu Anna Korhonen 46 0 0 07 Nov 2022
CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation Tanay Dixit Bhargavi Paranjape Hannaneh Hajishirzi Luke Zettlemoyer SyDa 146 24 0 10 Oct 2022
Every picture tells a story: Image-grounded controllable stylistic story generation Holy Lovenia Bryan Wilie Romain Barraud Samuel Cahyawijaya Willy Chung Pascale Fung 26 8 0 04 Sep 2022
MME-CRS: Multi-Metric Evaluation Based on Correlation Re-Scaling for Evaluating Open-Domain Dialogue Pengfei Zhang Xiao-fei Hu Kaidong Yu Jian Wang Song-Bo Han Cao Liu C. Yuan 27 7 0 19 Jun 2022
Grounding in social media: An approach to building a chit-chat dialogue model Ritvik Choudhary Daisuke Kawahara 21 4 0 12 Jun 2022
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training Yifan Gao Qingyu Yin Zheng Li Rui Meng Tong Zhao Bing Yin Irwin King M. Lyu RALM 36 20 0 21 May 2022
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 83 130 0 18 May 2022
Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models Sanghwan Bae Donghyun Kwak Sungdong Kim Dong-hyun Ham Soyoung Kang Sang-Woo Lee W. Park ALM 30 37 0 30 Apr 2022
$k$ NN-NER: Named Entity Recognition with Nearest Neighbor Search Shuhe Wang Xiaoya Li Yuxian Meng Tianwei Zhang Rongbin Ouyang Jiwei Li Guoyin Wang 34 11 0 31 Mar 2022
A Survey on Retrieval-Augmented Text Generation Huayang Li Yixuan Su Deng Cai Yan Wang Lemao Liu RALM 69 198 0 02 Feb 2022
Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation Yihe Wang Yitong Li Yasheng Wang Fei Mi Pingyi Zhou Xin Wang Jin Liu Xin Jiang Qun Liu RALM 54 3 0 27 Jan 2022
Understanding and Improving the Exemplar-based Generation for Open-domain Conversation Seungju Han Beomsu Kim Seokjun Seo Enkhbayar Erdenee Buru Chang 36 3 0 13 Dec 2021
Action based Network for Conversation Question Reformulation Zheyu Ye Jiang Liu Qian Yu Jianxun Ju 24 0 0 29 Nov 2021
Comparative Explanations of Recommendations Aobo Yang Nan Wang Renqin Cai Hongbo Deng Hongning Wang 31 11 0 01 Nov 2021
EmpBot: A T5-based Empathetic Chatbot focusing on Sentiments Emmanouil Zaranis Georgios Paraskevopoulos Athanasios Katsamanis Alexandros Potamianos 30 9 0 30 Oct 2021
Controllable Semantic Parsing via Retrieval Augmentation Panupong Pasupat Yuan Zhang Kelvin Guu 132 47 0 16 Oct 2021
Advances in Multi-turn Dialogue Comprehension: A Survey ZhuoSheng Zhang Hai Zhao 29 21 0 11 Oct 2021
RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing Vivek Gupta Akshat Shrivastava Adithya Sagar Armen Aghajanyan Denis Savenkov RALM 40 21 0 21 Sep 2021
Transferable Persona-Grounded Dialogues via Grounded Minimal Edits Chen Henry Wu Yinhe Zheng Xiaoxi Mao Minlie Huang 28 17 0 16 Sep 2021
KFCNet: Knowledge Filtering and Contrastive Learning Network for Generative Commonsense Reasoning Haonan Li Yeyun Gong Jian Jiao Ruofei Zhang Timothy Baldwin Nan Duan OffRL 60 6 0 14 Sep 2021
Knowledge-Grounded Dialogue Flow Management for Social Robots and Conversational Agents Lucrezia Grassi Carmine Tommaso Recchiuto A. Sgorbissa 19 28 0 04 Aug 2021
Good for Misconceived Reasons: An Empirical Revisiting on the Need for Visual Context in Multimodal Machine Translation Zhiyong Wu Lingpeng Kong W. Bi Xiang Li B. Kao LRM 23 77 0 30 May 2021
Neural Machine Translation with Monolingual Translation Memory Deng Cai Yan Wang Huayang Li Wai Lam Lemao Liu 27 101 0 24 May 2021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning Xinyu Wang Yong-jia Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 41 144 0 08 May 2021
Case-based Reasoning for Natural Language Queries over Knowledge Bases Rajarshi Das Manzil Zaheer Dung Ngoc Thai Ameya Godbole Ethan Perez Jay Yoon Lee Lizhen Tan L. Polymenakos Andrew McCallum 36 163 0 18 Apr 2021
Generating Related Work Darsh J. Shah Regina Barzilay 36 3 0 18 Apr 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavaš Olga Majewska Edoardo Ponti Anna Korhonen Ivan Vulić 33 32 0 17 Apr 2021
Deconstruct to Reconstruct a Configurable Evaluation Metric for Open-Domain Dialogue Systems Vitou Phy Yang Zhao Akiko Aizawa 14 55 0 01 Nov 2020
Response Selection for Multi-Party Conversations with Dynamic Topic Tracking Weishi Wang Chenyu You Guosheng Lin 16 46 0 15 Oct 2020
Learning to Recombine and Resample Data for Compositional Generalization Ekin Akyürek Afra Feyza Akyürek Jacob Andreas 29 79 0 08 Oct 2020
Nearest Neighbor Machine Translation Urvashi Khandelwal Angela Fan Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 18 281 0 01 Oct 2020
Controlling Style in Generated Dialogue Eric Michael Smith Diana Gonzalez-Rico Emily Dinan Y-Lan Boureau AI4CE 36 50 0 22 Sep 2020
Learning Sparse Prototypes for Text Generation Junxian He Taylor Berg-Kirkpatrick Graham Neubig 27 23 0 29 Jun 2020
A Simple Approach to Case-Based Reasoning in Knowledge Bases Rajarshi Das Ameya Godbole S. Dhuliawala Manzil Zaheer Andrew McCallum 21 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 28 51 0 22 Jun 2020
Learning an Unreferenced Metric for Online Dialogue Evaluation Koustuv Sinha Prasanna Parthasarathi Jasmine Wang Ryan J. Lowe William L. Hamilton Joelle Pineau OffRL 29 84 0 01 May 2020
A Survey of Document Grounded Dialogue Systems (DGDS) Longxuan Ma Weinan Zhang Mingda Li Ting Liu 32 19 0 17 Apr 2020
Neural Storyboard Artist: Visualizing Stories with Coherent Image Sequences Shizhe Chen Bei Liu Jianlong Fu Ruihua Song Qin Jin Pingping Lin Xiaoyu Qi Chunting Wang Jin Zhou DiffM 25 33 0 24 Nov 2019
ConveRT: Efficient and Accurate Conversational Representations from Transformers Matthew Henderson I. Casanueva Nikola Mrkvsić Pei-hao Su Tsung-Hsien Ivan Vulić 21 196 0 09 Nov 2019
Generalization through Memorization: Nearest Neighbor Language Models Urvashi Khandelwal Omer Levy Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 71 817 0 01 Nov 2019