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Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey

10 May 2021

Papers citing "Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey"

50 / 297 papers shown

Title
Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading Yifan Gao Chien-Sheng Wu Shafiq Joty Caiming Xiong R. Socher Irwin King Michael R. Lyu Guosheng Lin RALM 65 21 0 26 May 2020
Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation Weixin Liang James Zou Zhou Yu ELM 99 34 0 21 May 2020
Fluent Response Generation for Conversational Question Answering Ashutosh Baheti Alan Ritter Kevin Small 74 29 0 21 May 2020
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations Sam Coope Tyler Farghly D. Gerz Ivan Vulić Matthew Henderson 60 63 0 18 May 2020
Speech Recognition and Multi-Speaker Diarization of Long Conversations H. H. Mao Shuyang Li Julian McAuley G. Cottrell VLM 78 40 0 16 May 2020
Large Scale Multi-Actor Generative Dialog Modeling Alex Boyd Raul Puri Mohammad Shoeybi M. Patwary Bryan Catanzaro 68 23 0 13 May 2020
Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation Xinting Huang Jianzhong Qi Yu Sun Rui Zhang OffRL 126 18 0 09 May 2020
Diversifying Dialogue Generation with Non-Conversational Text Hui Su Xiaoyu Shen Sanqiang Zhao Xiao Zhou Pengwei Hu Randy Zhong Cheng Niu Jie Zhou 78 46 0 09 May 2020
Balancing Objectives in Counseling Conversations: Advancing Forwards or Looking Backwards Justine Zhang Cristian Danescu-Niculescu-Mizil 89 45 0 08 May 2020
History for Visual Dialog: Do we really need it? Shubham Agarwal Trung Bui Joon-Young Lee Ioannis Konstas Verena Rieser VLM 36 71 0 08 May 2020
Towards Conversational Recommendation over Multi-Type Dialogs Zeming Liu Haifeng Wang Zheng-Yu Niu Hua Wu Wanxiang Che Ting Liu 64 204 0 08 May 2020
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking Giovanni Campagna Agata Foryciarz M. Moradshahi M. Lam 66 98 0 02 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 98 529 0 02 May 2020
A Controllable Model of Grounded Response Generation Zeqiu Wu Michel Galley Chris Brockett Yizhe Zhang Xiang Gao ... Rik Koncel-Kedziorski Jianfeng Gao Hannaneh Hajishirzi Mari Ostendorf Bill Dolan 61 86 0 01 May 2020
Learning an Unreferenced Metric for Online Dialogue Evaluation Koustuv Sinha Prasanna Parthasarathi Jasmine Wang Ryan J. Lowe William L. Hamilton Joelle Pineau OffRL 74 84 0 01 May 2020
USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation Shikib Mehri M. Eskénazi 73 226 0 01 May 2020
Information Seeking in the Spirit of Learning: a Dataset for Conversational Curiosity Pedro Rodriguez Paul A. Crook Seungwhan Moon Zhiguang Wang RALM 66 12 0 01 May 2020
Evaluating Dialogue Generation Systems via Response Selection Shiki Sato Reina Akama Hiroki Ouchi Jun Suzuki Kentaro Inui 37 18 0 29 Apr 2020
Modeling Long Context for Task-Oriented Dialogue State Generation Jun Quan Deyi Xiong 59 20 0 29 Apr 2020
VD-BERT: A Unified Vision and Dialog Transformer with BERT Yue Wang Shafiq Joty Michael R. Lyu Irwin King Caiming Xiong Guosheng Lin 91 104 0 28 Apr 2020
Conversational Word Embedding for Retrieval-Based Dialog System Wentao Ma Yiming Cui Ting Liu Dong Wang Shijin Wang Guoping Hu 39 5 0 28 Apr 2020
Multi-Domain Dialogue Acts and Response Co-Generation Kai Wang Junfeng Tian Rui Wang Xiaojun Quan Jianxing Yu 71 60 0 26 Apr 2020
Towards Persona-Based Empathetic Conversational Models Peixiang Zhong Chen Zhang Hao Wang Yong Liu Steven C. H. Hoi 90 104 0 26 Apr 2020
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog Libo Qin Xiao Xu Wanxiang Che Yue Zhang Ting Liu MoMe 99 88 0 23 Apr 2020
Grounding Conversations with Improvised Dialogues Hyundong Justin Cho Jonathan May 57 33 0 20 Apr 2020
Are we pretraining it right? Digging deeper into visio-linguistic pretraining Amanpreet Singh Vedanuj Goswami Devi Parikh VLM 78 48 0 19 Apr 2020
Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills Eric Michael Smith Mary Williamson Kurt Shuster Jason Weston Y-Lan Boureau 79 224 0 17 Apr 2020
Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation Haoyu Song Yan Wang Weinan Zhang Xiaojiang Liu Ting Liu 66 84 0 16 Apr 2020
Paraphrase Augmented Task-Oriented Dialog Generation Silin Gao Yichi Zhang Zhijian Ou Zhou Yu 75 87 0 16 Apr 2020
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue Chien-Sheng Wu Guosheng Lin R. Socher Caiming Xiong 73 323 0 15 Apr 2020
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks Xiujun Li Xi Yin Chunyuan Li Pengchuan Zhang Xiaowei Hu ... Houdong Hu Li Dong Furu Wei Yejin Choi Jianfeng Gao VLM 153 1,948 0 13 Apr 2020
You Impress Me: Dialogue Generation via Mutual Persona Perception Qian Liu Yihong Chen B. Chen Jian-Guang Lou Zixuan Chen Bin Zhou Dongmei Zhang 72 169 0 11 Apr 2020
Designing Precise and Robust Dialogue Response Evaluators Tianyu Zhao Divesh Lala Tatsuya Kawahara 52 53 0 10 Apr 2020
MuTual: A Dataset for Multi-Turn Dialogue Reasoning Leyang Cui Yu-Huan Wu Shujie Liu Yue Zhang Ming Zhou LRM 56 152 0 09 Apr 2020
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation Hao Zhou Chujie Zheng Kaili Huang Minlie Huang Xiaoyan Zhu 73 123 0 08 Apr 2020
Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition Ryuichi Takanobu Runze Liang Minlie Huang LLMAG 115 55 0 08 Apr 2020
Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers Zhicheng Huang Zhaoyang Zeng Bei Liu Dongmei Fu Jianlong Fu ViT 168 440 0 02 Apr 2020
TREC CAsT 2019: The Conversational Assistance Track Overview Jeffrey Stephen Dalton Chenyan Xiong Jamie Callan 67 130 0 30 Mar 2020
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 370 479 0 10 Mar 2020
Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network Shaoxiong Feng Hongshen Chen Kan Li Dawei Yin GAN 101 25 0 04 Mar 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 300 2,005 0 02 Feb 2020
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data Di Qi Lin Su Jianwei Song Edward Cui Taroon Bharti Arun Sacheti VLM 102 261 0 22 Jan 2020
End-to-End Learning of Visual Representations from Uncurated Instructional Videos Antoine Miech Jean-Baptiste Alayrac Lucas Smaira Ivan Laptev Josef Sivic Andrew Zisserman VGen SSL 139 713 0 13 Dec 2019
12-in-1: Multi-Task Vision and Language Representation Learning Jiasen Lu Vedanuj Goswami Marcus Rohrbach Devi Parikh Stefan Lee VLM ObjD 108 481 0 05 Dec 2019
SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization Bogdan Gliwa Iwona Mochol M. Biesek A. Wawer 127 638 0 27 Nov 2019
SemEval-2015 Task 3: Answer Selection in Community Question Answering Preslav Nakov Lluís Màrquez i Villodre Walid Magdy Alessandro Moschitti James R. Glass Bilal Randeree 68 145 0 26 Nov 2019
The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service Meng Chen Ruixue Liu Lei Shen Shaozu Yuan Jingyan Zhou Youzheng Wu Xiaodong He Bowen Zhou 83 60 0 22 Nov 2019
Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems Zihan Liu Genta Indra Winata Zhaojiang Lin Peng Xu Pascale Fung 94 102 0 21 Nov 2019
Efficient Dialogue State Tracking by Selectively Overwriting Memory Sungdong Kim Sohee Yang Gyuwan Kim Sang-Woo Lee 128 196 0 10 Nov 2019
Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training Margaret Li Stephen Roller Ilia Kulikov Sean Welleck Y-Lan Boureau Kyunghyun Cho Jason Weston 87 183 0 10 Nov 2019