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Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study

4 June 2019

Papers citing "Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study"

50 / 70 papers shown

Title
Enhancing Code Generation via Bidirectional Comment-Level Mutual Grounding Yifeng Di Tianyi Zhang 95 2 0 12 May 2025
An Empirical Study on Context Length for Open-Domain Dialog Generation Xinyi Shen Zuoquan Lin 42 0 0 31 Aug 2024
CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems Abbas Ghaddar David Alfonso-Hermelo Philippe Langlais Mehdi Rezagholizadeh Boxing Chen Prasanna Parthasarathi 64 0 0 24 May 2024
Local and Global Contexts for Conversation Zuoquan Lin Xinyi Shen 60 1 0 31 Jan 2024
Revisiting Topic-Guided Language Models Carolina Zheng Keyon Vafa David M. Blei BDL 48 1 0 04 Dec 2023
Neural Conversation Models and How to Rein Them in: A Survey of Failures and Fixes Fabian Galetzka Anne Beyer David Schlangen AI4CE 84 1 0 11 Aug 2023
Lost in the Middle: How Language Models Use Long Contexts Nelson F. Liu Kevin Lin John Hewitt Ashwin Paranjape Michele Bevilacqua Fabio Petroni Percy Liang RALM 132 1,660 0 06 Jul 2023
Contextual Knowledge Learning For Dialogue Generation Wen Zheng Natasa Milic-Frayling Ke Zhou 63 4 0 29 May 2023
Don't Take This Out of Context! On the Need for Contextual Models and Evaluations for Stylistic Rewriting Akhila Yerukola Xuhui Zhou Elizabeth Clark Maarten Sap 62 7 0 24 May 2023
Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning Kaige Xie Tong Yu Haoliang Wang Junda Wu Handong Zhao Ruiyi Zhang K. Mahadik A. Nenkova Mark O. Riedl 67 2 0 20 May 2023
Analyzing Norm Violations in Live-Stream Chat Jihyung Moon Dong-Ho Lee Hyundong Justin Cho Woojeong Jin Chan Young Park MinWoo Kim Jonathan May Jay Pujara Sungjoon Park 94 4 0 18 May 2023
ConvXAI: Delivering Heterogeneous AI Explanations via Conversations to Support Human-AI Scientific Writing Hua Shen Huang Chieh-Yang Tongshuang Wu Ting-Hao 'Kenneth' Huang 114 39 0 16 May 2023
VCSUM: A Versatile Chinese Meeting Summarization Dataset Han Wu Mingjie Zhan Haochen Tan Zhaohui Hou Ding Liang Linqi Song 76 15 0 09 May 2023
Joint Modelling of Spoken Language Understanding Tasks with Integrated Dialog History Siddhant Arora Hayato Futami E. Tsunoo Brian Yan Shinji Watanabe 71 4 0 01 May 2023
An Empirical Study of Multitask Learning to Improve Open Domain Dialogue Systems M. Farahani Richard Johansson 49 0 0 17 Apr 2023
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery Tao Feng Zhuang Li Gholamreza Haffari CML 96 7 0 02 Mar 2023
Position Matters! Empirical Study of Order Effect in Knowledge-grounded Dialogue Hsuan Su Shachi H. Kumar Sahisnu Mazumder Wenda Chen R. Manuvinakurike Eda Okur Saurav Sahay L. Nachman Shang-Tse Chen Hung-yi Lee 42 3 0 12 Feb 2023
Local Structure Matters Most in Most Languages Louis Clouâtre Prasanna Parthasarathi Payel Das Sarath Chandar 74 1 0 09 Nov 2022
Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes Louis Clouâtre Prasanna Parthasarathi Payel Das Sarath Chandar 71 3 0 09 Nov 2022
DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection Yongkang Liu Shi Feng Wei Gao Daling Wang Yifei Zhang 47 4 0 25 Oct 2022
SUMBot: Summarizing Context in Open-Domain Dialogue Systems Rui Ribeiro Luísa Coheur 56 1 0 12 Oct 2022
Adversarial Robustness of Visual Dialog Lu Yu Verena Rieser AAML 74 0 0 06 Jul 2022
A Mixture-of-Expert Approach to RL-based Dialogue Management Yinlam Chow Azamat Tulepbergenov Ofir Nachum Moonkyung Ryu Mohammad Ghavamzadeh Craig Boutilier MoE 70 16 0 31 May 2022
A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation Yu Cao Wei Bi Meng Fang Shuming Shi Dacheng Tao 65 50 0 21 Apr 2022
Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling Yiyang Li Hai Zhao Zhuosheng Zhang 57 11 0 18 Apr 2022
Can Visual Dialogue Models Do Scorekeeping? Exploring How Dialogue Representations Incrementally Encode Shared Knowledge Brielen Madureira David Schlangen 95 4 0 14 Apr 2022
A survey of neural models for the automatic analysis of conversation: Towards a better integration of the social sciences Chloé Clavel Matthieu Labeau Justine Cassell 81 0 0 31 Mar 2022
Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics Hyundong Justin Cho Chinnadhurai Sankar Christopher Lin Kaushik Ram Sadagopan Shahin Shayandeh Asli Celikyilmaz Jonathan May Ahmad Beirami 115 10 0 15 Dec 2021
Context Matters in Semantically Controlled Language Generation for Task-oriented Dialogue Systems Ye Liu Wolfgang Maier Wolfgang Minker Stefan Ultes 45 5 0 28 Nov 2021
Coherence boosting: When your pretrained language model is not paying enough attention Nikolay Malkin Zhen Wang Nebojsa Jojic RALM 72 37 0 15 Oct 2021
A Speaker-aware Parallel Hierarchical Attentive Encoder-Decoder Model for Multi-turn Dialogue Generation Zihao Wang Ming Jiang Junli Wang 59 1 0 13 Oct 2021
Investigating Robustness of Dialog Models to Popular Figurative Language Constructs Harsh Jhamtani Varun Gangal Eduard H. Hovy Taylor Berg-Kirkpatrick 68 21 0 01 Oct 2021
Shaking Syntactic Trees on the Sesame Street: Multilingual Probing with Controllable Perturbations Ekaterina Taktasheva Vladislav Mikhailov Ekaterina Artemova 91 13 0 28 Sep 2021
Code-switched inspired losses for generic spoken dialog representations E. Chapuis Pierre Colombo Matthieu Labeau Chloe Clave 177 12 0 27 Aug 2021
Integrating Dialog History into End-to-End Spoken Language Understanding Systems Jatin Ganhotra Samuel Thomas H. Kuo Sachindra Joshi G. Saon Zoltán Tüske Brian Kingsbury 77 10 0 18 Aug 2021
Local Structure Matters Most: Perturbation Study in NLU Louis Clouâtre Prasanna Parthasarathi Payel Das Sarath Chandar 66 13 0 29 Jul 2021
Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling Emily Dinan Gavin Abercrombie A. S. Bergman Shannon L. Spruit Dirk Hovy Y-Lan Boureau Verena Rieser 97 109 0 07 Jul 2021
What Context Features Can Transformer Language Models Use? J. O'Connor Jacob Andreas KELM 77 79 0 15 Jun 2021
Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances Zekang Li Jinchao Zhang Zhengcong Fei Yang Feng Jie Zhou 58 57 0 04 Jun 2021
Learning from Perturbations: Diverse and Informative Dialogue Generation with Inverse Adversarial Training Wangchunshu Zhou Qifei Li Chenle Li 64 18 0 31 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 222 279 0 10 May 2021
Probing Commonsense Explanation in Dialogue Response Generation Pei Zhou Pegah Jandaghi Bill Yuchen Lin Justin Cho Jay Pujara Xiang Ren LRM 157 17 0 19 Apr 2021
Sometimes We Want Translationese Prasanna Parthasarathi Koustuv Sinha J. Pineau Adina Williams AAML 67 4 0 15 Apr 2021
Dynabench: Rethinking Benchmarking in NLP Douwe Kiela Max Bartolo Yixin Nie Divyansh Kaushik Atticus Geiger ... Pontus Stenetorp Robin Jia Joey Tianyi Zhou Christopher Potts Adina Williams 218 410 0 07 Apr 2021
Explaining the Road Not Taken Hua Shen Ting-Hao 'Kenneth' Huang FAtt XAI 64 9 0 27 Mar 2021
Does Dialog Length matter for Next Response Selection task? An Empirical Study Jatin Ganhotra Sachindra Joshi VLM 39 5 0 24 Jan 2021
Out of Order: How Important Is The Sequential Order of Words in a Sentence in Natural Language Understanding Tasks? Thang M. Pham Trung Bui Long Mai Anh Totti Nguyen 286 123 0 30 Dec 2020
Context Dependent Semantic Parsing: A Survey Zhuang Li Zhuang Li Gholamreza Haffari 81 19 0 02 Nov 2020
Improving Limited Labeled Dialogue State Tracking with Self-Supervision Chien-Sheng Wu Guosheng Lin Caiming Xiong 67 22 0 26 Oct 2020
Effects of Naturalistic Variation in Goal-Oriented Dialog Jatin Ganhotra Robert J. Moore Sachindra Joshi Kahini Wadhawan 63 10 0 05 Oct 2020