Evaluating the State-of-the-Art of End-to-End Natural Language Generation: The E2E NLG Challenge

23 January 2019

Jekaterina Novikova

Papers citing "Evaluating the State-of-the-Art of End-to-End Natural Language Generation: The E2E NLG Challenge"

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Title
Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons Akash Kumar Mohankumar Mitesh M. Khapra ELM AAML 19 7 0 11 Mar 2022
IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages Aman Kumar Himani Shrotriya P. Sahu Raj Dabre Ratish Puduppully Anoop Kunchukuttan Amogh Mishra Mitesh M. Khapra Pratyush Kumar 38 38 0 10 Mar 2022
Graph-based Extractive Explainer for Recommendations Peifeng Wang Renqin Cai Hongning Wang 39 14 0 20 Feb 2022
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text Sebastian Gehrmann Elizabeth Clark Thibault Sellam ELM AI4CE 58 183 0 14 Feb 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 40 2,232 0 08 Feb 2022
LOGEN: Few-shot Logical Knowledge-Conditioned Text Generation with Self-training Shumin Deng Jiacheng Yang Hongbin Ye Chuanqi Tan Mosha Chen Songfang Huang Fei Huang Huajun Chen Ningyu Zhang 27 7 0 02 Dec 2021
Improving Compositional Generalization with Self-Training for Data-to-Text Generation Sanket Vaibhav Mehta J. Rao Yi Tay Mihir Kale Ankur P. Parikh Emma Strubell AI4CE 36 30 0 16 Oct 2021
Exploring Universal Intrinsic Task Subspace via Prompt Tuning Yujia Qin Xiaozhi Wang Yusheng Su Yankai Lin Ning Ding ... Juanzi Li Lei Hou Peng Li Maosong Sun Jie Zhou VLM VPVLM 103 26 0 15 Oct 2021
Document Automation Architectures and Technologies: A Survey Mohammad Ahmadi Achachlouei Omkar Patil Tarun Joshi V. Nair AI4CE 20 6 0 23 Sep 2021
The SelectGen Challenge: Finding the Best Training Samples for Few-Shot Neural Text Generation Ernie Chang Xiaoyu Shen Alex Marin Vera Demberg 11 9 0 14 Aug 2021
Underreporting of errors in NLG output, and what to do about it Emiel van Miltenburg Miruna Clinciu Ondrej Dusek Dimitra Gkatzia Stephanie Inglis ... Saad Mahamood Emma Manning S. Schoch Craig Thomson Luou Wen 25 38 0 02 Aug 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 32 105 0 07 Jul 2021
A Brief Study on the Effects of Training Generative Dialogue Models with a Semantic loss Prasanna Parthasarathi Mohamed Abdelsalam J. Pineau Sarath Chandar 6 0 0 20 Jun 2021
AGGGEN: Ordering and Aggregating while Generating Xinnuo Xu Ondrej Dusek Verena Rieser Ioannis Konstas 26 15 0 10 Jun 2021
Shades of BLEU, Flavours of Success: The Case of MultiWOZ Tomás Nekvinda Ondrej Dusek 13 56 0 10 Jun 2021
RevCore: Review-augmented Conversational Recommendation Yu Lu Junwei Bao Yan Song Zichen Ma Shuguang Cui Youzheng Wu Xiaodong He 27 73 0 02 Jun 2021
Towards transparency in NLP shared tasks Carla Parra Escartín Teresa Lynn Joss Moorkens Jane Dunne 13 4 0 11 May 2021
R2D2: Relational Text Decoding with Transformers Aryan Arbabi Mingqiu Wang Laurent El Shafey Nan Du Izhak Shafran 8 1 0 10 May 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 209 179 0 18 Apr 2021
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding Nouha Dziri Andrea Madotto Osmar Zaiane A. Bose HILM 12 131 0 17 Apr 2021
Learning to Reason for Text Generation from Scientific Tables N. Moosavi Andreas Rucklé Dan Roth Iryna Gurevych LMTD LRM 16 20 0 16 Apr 2021
Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation Clément Rebuffel Thomas Scialom Laure Soulier Benjamin Piwowarski Sylvain Lamprier Jacopo Staiano Geoffrey Scoutheeten Patrick Gallinari 11 30 0 15 Apr 2021
Let Your Heart Speak in its Mother Tongue: Multilingual Captioning of Cardiac Signals Dani Kiyasseh T. Zhu David A. Clifton 22 0 0 19 Mar 2021
A Study of Automatic Metrics for the Evaluation of Natural Language Explanations Miruna Clinciu Arash Eshghi H. Hastie 28 54 0 15 Mar 2021
Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 119 35 0 17 Feb 2021
Incremental Beam Manipulation for Natural Language Generation J. Hargreaves Andreas Vlachos Guy Edward Toh Emerson 12 7 0 04 Feb 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin P. Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei-ping Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 246 285 0 02 Feb 2021
TSQA: Tabular Scenario Based Question Answering Xiao Li Yawei Sun Gong Cheng LMTD 19 27 0 14 Jan 2021
Transforming Multi-Conditioned Generation from Meaning Representation Joosung Lee 11 3 0 12 Jan 2021
Evaluating Semantic Accuracy of Data-to-Text Generation with Natural Language Inference Ondrej Dusek Zdeněk Kasner 22 64 0 21 Nov 2020
DORB: Dynamically Optimizing Multiple Rewards with Bandits Ramakanth Pasunuru Han Guo Mohit Bansal OffRL 25 6 0 15 Nov 2020
A Gold Standard Methodology for Evaluating Accuracy in Data-To-Text Systems Craig Thomson Ehud Reiter 14 51 0 08 Nov 2020
Data-to-Text Generation with Iterative Text Editing Zdeněk Kasner Ondrej Dusek 14 23 0 03 Nov 2020
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation Wenhu Chen Yu-Chuan Su Xifeng Yan W. Wang VLM 13 20 0 05 Oct 2020
Partially-Aligned Data-to-Text Generation with Distant Supervision Z. Fu Bei Shi Wai Lam Lidong Bing Zhiyuan Liu 20 23 0 03 Oct 2020
Learning from Mistakes: Combining Ontologies via Self-Training for Dialogue Generation Lena Reed Vrindavan Harrison Shereen Oraby Dilek Z. Hakkani-Tür M. Walker 6 9 0 30 Sep 2020
Controllable Text Generation with Focused Variation Lei Shu Alexandros Papangelis Yi-Chia Wang Gökhan Tür Hu Xu Zhaleh Feizollahi Bing-Quan Liu Piero Molino 11 10 0 25 Sep 2020
A Survey of Evaluation Metrics Used for NLG Systems Ananya B. Sai Akash Kumar Mohankumar Mitesh M. Khapra ELM 25 228 0 27 Aug 2020
Controlling Dialogue Generation with Semantic Exemplars Prakhar Gupta Jeffrey P. Bigham Yulia Tsvetkov Amy Pavel 20 39 0 20 Aug 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 19 376 0 26 Jun 2020
A Generative Model for Joint Natural Language Understanding and Generation Bo-Hsiang Tseng Jianpeng Cheng Yimai Fang David Vandyke 11 22 0 12 Jun 2020
A Text Reassembling Approach to Natural Language Generation Xiao Li Kees van Deemter Chenghua Lin 13 0 0 16 May 2020
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence Xiaoyu Shen Ernie Chang Hui Su Jie Zhou Dietrich Klakow 24 49 0 03 May 2020
ENT-DESC: Entity Description Generation by Exploring Knowledge Graph Liying Cheng Dekun Wu Lidong Bing Yan Zhang Zhanming Jie Wei Lu Luo Si 3DV 19 2 0 30 Apr 2020
Improved Natural Language Generation via Loss Truncation Daniel Kang Tatsunori Hashimoto 9 97 0 30 Apr 2020
Logic2Text: High-Fidelity Natural Language Generation from Logical Forms Zhiyu Zoey Chen Wenhu Chen Hanwen Zha Xiyou Zhou Yunkai Zhang Sairam Sundaresan William Yang Wang NAI 8 64 0 30 Apr 2020
Logical Natural Language Generation from Open-Domain Tables Wenhu Chen Jianshu Chen Yunde Su Zhiyu Zoey Chen William Yang Wang LMTD 15 155 0 22 Apr 2020
Have Your Text and Use It Too! End-to-End Neural Data-to-Text Generation with Semantic Fidelity Hamza Harkous Isabel Groves Amir Saffari 11 88 0 08 Apr 2020
Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning Zhaojiang Lin Andrea Madotto Pascale Fung 26 155 0 08 Apr 2020
Evaluating the Evaluation of Diversity in Natural Language Generation Guy Tevet Jonathan Berant 29 93 0 06 Apr 2020