Better Automatic Evaluation of Open-Domain Dialogue Systems with Contextualized Embeddings

24 April 2019

Sarik Ghazarian

Johnny Tian-Zheng Wei

Aram Galstyan

Nanyun Peng

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Papers citing "Better Automatic Evaluation of Open-Domain Dialogue Systems with Contextualized Embeddings"

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Title
BoK: Introducing Bag-of-Keywords Loss for Interpretable Dialogue Response Generation Suvodip Dey M. Desarkar OffRL 46 0 0 20 Jan 2025
Context Does Matter: Implications for Crowdsourced Evaluation Labels in Task-Oriented Dialogue Systems Clemencia Siro Mohammad Aliannejadi Maarten de Rijke 43 3 0 15 Apr 2024
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment Yang Liu Dan Iter Yichong Xu Shuohang Wang Ruochen Xu Chenguang Zhu ELM ALM LM&MA 74 1,082 0 29 Mar 2023
Improving Open-Domain Dialogue Evaluation with a Causal Inference Model Cat P. Le Luke Dai Michael Johnston Yang Liu M. Walker R. Ghanadan ELM 19 10 0 31 Jan 2023
PoE: a Panel of Experts for Generalized Automatic Dialogue Assessment Chen Zhang L. F. D’Haro Qiquan Zhang Thomas Friedrichs Haizhou Li 26 7 0 18 Dec 2022
EnDex: Evaluation of Dialogue Engagingness at Scale Guangxuan Xu Ruibo Liu Fabrice Harel-Canada Nischal Reddy Chandra Nanyun Peng 21 5 0 22 Oct 2022
StoryER: Automatic Story Evaluation via Ranking, Rating and Reasoning Hong Chen D. Vo Hiroya Takamura Yusuke Miyao Hideki Nakayama 27 20 0 16 Oct 2022
SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation Longxuan Ma Ziyu Zhuang Weinan Zhang Mingda Li Ting Liu 29 4 0 17 Aug 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
CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation Pei Ke Hao Zhou Yankai Lin Peng Li Jie Zhou Xiaoyan Zhu Minlie Huang 21 37 0 02 Apr 2022
What is wrong with you?: Leveraging User Sentiment for Automatic Dialog Evaluation Sarik Ghazarian Behnam Hedayatnia Alexandros Papangelis Yang Liu Dilek Z. Hakkani-Tür 30 19 0 25 Mar 2022
Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges Shikib Mehri Jinho Choi L. F. D’Haro Jan Deriu M. Eskénazi ... David Traum Yi-Ting Yeh Zhou Yu Yizhe Zhang Chen Zhang 34 21 0 18 Mar 2022
DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations Sarik Ghazarian Nuan Wen Aram Galstyan Nanyun Peng 27 40 0 18 Mar 2022
Ditch the Gold Standard: Re-evaluating Conversational Question Answering Huihan Li Tianyu Gao Manan Goenka Danqi Chen 24 21 0 16 Dec 2021
Identifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization Lei Shen Haolan Zhan Xin Shen Hongshen Chen Xiaofang Zhao Xiao-Dan Zhu 43 17 0 14 Sep 2021
Synthesizing Adversarial Negative Responses for Robust Response Ranking and Evaluation Prakhar Gupta Yulia Tsvetkov Jeffrey P. Bigham 42 22 0 10 Jun 2021
A Comprehensive Assessment of Dialog Evaluation Metrics Yi-Ting Yeh M. Eskénazi Shikib Mehri 36 105 0 07 Jun 2021
DynaEval: Unifying Turn and Dialogue Level Evaluation Chen Zhang Yiming Chen L. F. D’Haro Yan Zhang Thomas Friedrichs Grandee Lee Haizhou Li 24 73 0 02 Jun 2021
OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics Jian Guan Zhexin Zhang Zhuoer Feng Zitao Liu Wenbiao Ding Xiaoxi Mao Changjie Fan Minlie Huang 20 60 0 19 May 2021
Meta-evaluation of Conversational Search Evaluation Metrics Zeyang Liu K. Zhou Max L. Wilson ELM 32 17 0 27 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
UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation Jian Guan Minlie Huang 29 69 0 16 Sep 2020
A Survey of Evaluation Metrics Used for NLG Systems Ananya B. Sai Akash Kumar Mohankumar Mitesh M. Khapra ELM 33 230 0 27 Aug 2020
Towards Unified Dialogue System Evaluation: A Comprehensive Analysis of Current Evaluation Protocols Sarah E. Finch Jinho Choi ELM 29 67 0 10 Jun 2020
Towards a Human-like Open-Domain Chatbot Daniel De Freitas Minh-Thang Luong David R. So Jamie Hall Noah Fiedel ... Zi Yang Apoorv Kulshreshtha Gaurav Nemade Yifeng Lu Quoc V. Le 42 924 0 27 Jan 2020
Adversarial Evaluation of Dialogue Models Anjuli Kannan Oriol Vinyals AAML ALM 141 76 0 27 Jan 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 273 1,896 0 10 Jan 2017