Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues

14 September 2020

Dongyan Zhao

Rui Yan

ArXiv PDF HTML

Papers citing "Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues"

32 / 32 papers shown

Title
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 26 0 0 26 Jul 2024
Leveraging Large Language Models for Automated Dialogue Analysis Sarah E. Finch Ellie S. Paek Jinho D. Choi LLMAG 29 18 0 12 Sep 2023
Intent-calibrated Self-training for Answer Selection in Open-domain Dialogues Wentao Deng Jiahuan Pei Z. Ren Zhumin Chen Pengjie Ren 13 4 0 13 Jul 2023
STS-CCL: Spatial-Temporal Synchronous Contextual Contrastive Learning for Urban Traffic Forecasting Lincan Li Kaixiang Yang Feng Luo Jichao Bi AI4TS 11 2 0 05 Jul 2023
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems Zhenpeng Su Xing Wu Wei Zhou Guangyuan Ma Songlin 28 2 0 07 Jun 2023
Channel-aware Decoupling Network for Multi-turn Dialogue Comprehension Zhuosheng Zhang Hai Zhao Longxiang Liu BDL 10 1 0 10 Jan 2023
Tri-Attention: Explicit Context-Aware Attention Mechanism for Natural Language Processing Rui Yu Yifeng Li Wenpeng Lu LongBing Cao 14 1 0 05 Nov 2022
Deploying a Retrieval based Response Model for Task Oriented Dialogues Lahari Poddar Gyuri Szarvas Cheng Wang Jorge A. Balazs Pavel Danchenko P. Ernst 8 0 0 25 Oct 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 24 6 0 18 Oct 2022
On Task-Adaptive Pretraining for Dialogue Response Selection Tzu-Hsiang Lin Ta-Chung Chi Anna Rumshisky 11 1 0 08 Oct 2022
Causal Inference for Chatting Handoff Shan Zhong Jinghui Qin Zhongzhan Huang Daifeng Li 17 0 0 06 Oct 2022
A Systematic Evaluation of Response Selection for Open Domain Dialogue Behnam Hedayatnia Di Jin Yang Liu Dilek Z. Hakkani-Tür 11 9 0 08 Aug 2022
Learning Locality and Isotropy in Dialogue Modeling Han Wu Hao Hao Tan Mingjie Zhan Gangming Zhao Shaoqing Lu Ding Liang Linqi Song 17 2 0 29 May 2022
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning Prakhar Gupta Cathy Jiao Yi-Ting Yeh Shikib Mehri M. Eskénazi Jeffrey P. Bigham ALM 25 47 0 25 May 2022
CORAL: Contextual Response Retrievability Loss Function for Training Dialog Generation Models Bishal Santra Ravi Ghadia Manish Gupta Pawan Goyal OffRL 13 0 0 21 May 2022
Sparse and Dense Approaches for the Full-rank Retrieval of Responses for Dialogues Gustavo Penha C. Hauff RALM 20 0 0 22 Apr 2022
DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling Lahari Poddar Peiyao Wang J. Reinspach 11 5 0 15 Apr 2022
Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings Gaurav Pandey Danish Contractor Sachindra Joshi 42 0 0 06 Apr 2022
Two-Level Supervised Contrastive Learning for Response Selection in Multi-Turn Dialogue Wentao Zhang Shuangyin Xu Haoran Huang 30 2 0 01 Mar 2022
Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning Yuntao Li Can Xu Huang Hu Lei Sha Yan Zhang Daxin Jiang 6 11 0 19 Nov 2021
Exploring Dense Retrieval for Dialogue Response Selection Tian Lan Deng Cai Yan Wang Yixuan Su Heyan Huang Xian-Ling Mao 106 16 0 13 Oct 2021
Advances in Multi-turn Dialogue Comprehension: A Survey Zhuosheng Zhang Hai Zhao 16 21 0 11 Oct 2021
Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations Wei Chen Yeyun Gong Can Xu Huang Hu Bolun Yao ... Xiao-Mei Hu Bartuer Zhou Biao Cheng Daxin Jiang Nan Duan 19 12 0 24 Sep 2021
An Evaluation Dataset and Strategy for Building Robust Multi-turn Response Selection Model Kijong Han Seojin Lee Wooin Lee Joosung Lee Donghun Lee AAML 17 5 0 10 Sep 2021
Re-entry Prediction for Online Conversations via Self-Supervised Learning Lingzhi Wang Xingshan Zeng Huang Hu Kam-Fai Wong Daxin Jiang 16 6 0 05 Sep 2021
WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue Anant Khandelwal OffRL 13 6 0 01 Aug 2021
Bridging the Gap between Language Model and Reading Comprehension: Unsupervised MRC via Self-Supervision Ning Bian Xianpei Han Bo Chen Hongyu Lin Ben He Le Sun SSL LRM 22 5 0 19 Jul 2021
Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue Systems Chiyu Song Hongliang He Haofei Yu Pengfei Fang Leyang Cui Zhenzhong Lan 16 6 0 02 Jun 2021
Dialogue-oriented Pre-training Yi Xu Hai Zhao 26 14 0 01 Jun 2021
Structural Pre-training for Dialogue Comprehension Zhuosheng Zhang Hai Zhao 13 31 0 23 May 2021
Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension Xiuying Chen Zhi Cui Jiayi Zhang Chen Wei Jianwei Cui Bin Wang Dongyan Zhao Rui Yan 9 14 0 14 Dec 2020
Dialogue-adaptive Language Model Pre-training From Quality Estimation Junlong Li Zhuosheng Zhang Hai Zhao OffRL 11 12 0 10 Sep 2020