Handling Divergent Reference Texts when Evaluating Table-to-Text Generation

3 June 2019

Papers citing "Handling Divergent Reference Texts when Evaluating Table-to-Text Generation"

50 / 125 papers shown

Title
ReTAG: Reasoning Aware Table to Analytic Text Generation Deepanway Ghosal Preksha Nema A. Raghuveer LMTD LRM 57 5 0 19 May 2023
HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models Junyi Li Xiaoxue Cheng Wayne Xin Zhao J. Nie Ji-Rong Wen HILM VLM 37 232 0 19 May 2023
Directed Acyclic Transformer Pre-training for High-quality Non-autoregressive Text Generation Fei Huang Pei Ke Minlie Huang AI4CE 35 8 0 24 Apr 2023
XWikiGen: Cross-lingual Summarization for Encyclopedic Text Generation in Low Resource Languages Dhaval Taunk Shivprasad Sagare Anupam Patil Shivansh Subramanian Manish Gupta Vasudeva Varma 25 3 0 22 Mar 2023
Is ChatGPT a Good NLG Evaluator? A Preliminary Study Jiaan Wang Yunlong Liang Fandong Meng Zengkui Sun Haoxiang Shi Zhixu Li Jinan Xu Jianfeng Qu Jie Zhou LM&MA ELM ALM AI4MH 62 449 0 07 Mar 2023
Adapting Knowledge for Few-shot Table-to-Text Generation Zhixin Guo Min Yan Jiexing Qi Jianping Zhou Ziwei He Guanjie Zheng Xinbing Wang VLM LMTD 36 2 0 24 Feb 2023
Plan-then-Seam: Towards Efficient Table-to-Text Generation Liang Li Ruiying Geng Chengyang Fang Bing Li Can Ma Binhua Li Yongbin Li LMTD 33 2 0 10 Feb 2023
Few-Shot Table-to-Text Generation with Prompt Planning and Knowledge Memorization Zhixin Guo Minyxuan Yan Jiexing Qi Jianping Zhou Ziwei He Zhouhan Lin Guanjie Zheng Xinbing Wang LMTD VLM 32 3 0 09 Feb 2023
Examining Political Rhetoric with Epistemic Stance Detection Ankita Gupta Su Lin Blodgett Justin H. Gross Brendan O'Connor 22 0 0 29 Dec 2022
Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation Faeze Brahman Baolin Peng Michel Galley Sudha Rao Bill Dolan Snigdha Chaturvedi Jianfeng Gao HILM 25 4 0 04 Dec 2022
Time-aware Prompting for Text Generation Shuyang Cao Lu Wang 29 11 0 03 Nov 2022
TaTa: A Multilingual Table-to-Text Dataset for African Languages Sebastian Gehrmann Sebastian Ruder Vitaly Nikolaev Jan A. Botha Michael Chavinda Ankur P. Parikh Clara E. Rivera LMTD 32 10 0 31 Oct 2022
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation Wenhao Wu Wei Li Jiachen Liu Xinyan Xiao Sujian Li Yajuan Lyu 42 3 0 22 Oct 2022
ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models Jiannan Xiang Zhengzhong Liu Yucheng Zhou Eric P. Xing Zhiting Hu 54 16 0 09 Oct 2022
Towards Improving Faithfulness in Abstractive Summarization Preslav Nakov Mingzhe Li Xin Gao Xiangliang Zhang HILM 33 26 0 04 Oct 2022
Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization Rajkumar Ramamurthy Prithviraj Ammanabrolu Kianté Brantley Jack Hessel R. Sifa Christian Bauckhage Hannaneh Hajishirzi Yejin Choi OffRL 31 240 0 03 Oct 2022
XF2T: Cross-lingual Fact-to-Text Generation for Low-Resource Languages Shivprasad Sagare Tushar Abhishek Bhavyajeet Singh Anubhav Sharma Manish Gupta Vasudeva Varma 27 2 0 22 Sep 2022
Graph-to-Text Generation with Dynamic Structure Pruning Liang Li Ruiying Geng Bowen Li Can Ma Yinliang Yue Binhua Li Yongbin Li 55 2 0 15 Sep 2022
Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation Cyril Chhun Pierre Colombo Chloé Clavel Fabian M. Suchanek 53 51 0 24 Aug 2022
Few-Shot Table-to-Text Generation with Prefix-Controlled Generator Yutao Luo Menghua Lu Gongshen Liu Shilin Wang LMTD 32 8 0 23 Aug 2022
High Recall Data-to-text Generation with Progressive Edit C. Kim G. G. Lee DiffM 10 0 0 09 Aug 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 34 10 0 25 Jul 2022
R2D2: Robust Data-to-Text with Replacement Detection Linyong Nan Lorenzo Jaime Yu Flores Yilun Zhao Yixin Liu Luke Benson Weijin Zou Dragomir R. Radev 37 17 0 25 May 2022
Arithmetic-Based Pretraining -- Improving Numeracy of Pretrained Language Models Dominic Petrak N. Moosavi Iryna Gurevych AIMat 29 2 0 13 May 2022
Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning Fei Wang Zhewei Xu Pedro A. Szekely Muhao Chen LMTD 25 47 0 08 May 2022
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation Shashi Narayan Gonccalo Simoes Yao-Min Zhao Joshua Maynez Dipanjan Das Michael Collins Mirella Lapata 29 30 0 28 Mar 2022
Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons Akash Kumar Mohankumar Mitesh M. Khapra ELM AAML 21 7 0 11 Mar 2022
Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods Wei Li Wenhao Wu Moye Chen Jiachen Liu Xinyan Xiao Hua Wu HILM 29 27 0 10 Mar 2022
Input-Tuning: Adapting Unfamiliar Inputs to Frozen Pretrained Models Shengnan An Yifei Li Zeqi Lin Qian Liu Bei Chen Qiang Fu Weizhu Chen Nanning Zheng Jian-Guang Lou VLM AAML 42 40 0 07 Mar 2022
Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots Wenting Zhao Ye Liu Yao Wan Philip S. Yu 28 11 0 01 Mar 2022
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text Sebastian Gehrmann Elizabeth Clark Thibault Sellam ELM AI4CE 69 184 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 79 2,248 0 08 Feb 2022
Search and Learn: Improving Semantic Coverage for Data-to-Text Generation Shailza Jolly Zi Xuan Zhang Andreas Dengel Lili Mou 29 11 0 06 Dec 2021
SynthBio: A Case Study in Human-AI Collaborative Curation of Text Datasets Ann Yuan Daphne Ippolito Vitaly Nikolaev Chris Callison-Burch Andy Coenen Sebastian Gehrmann SyDa 112 20 0 11 Nov 2021
Truth-Conditional Captioning of Time Series Data Harsh Jhamtani Taylor Berg-Kirkpatrick AI4TS 43 7 0 05 Oct 2021
MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization Xinnuo Xu Ondrej Dusek Shashi Narayan Verena Rieser Ioannis Konstas HILM 28 6 0 22 Sep 2021
Perturbation CheckLists for Evaluating NLG Evaluation Metrics Ananya B. Sai Tanay Dixit D. Y. Sheth S. Mohan Mitesh M. Khapra AAML 116 58 0 13 Sep 2021
Plan-then-Generate: Controlled Data-to-Text Generation via Planning Yixuan Su David Vandyke Sihui Wang Yimai Fang Nigel Collier 33 80 0 31 Aug 2021
Language Model Augmented Relevance Score Ruibo Liu Jason W. Wei Soroush Vosoughi 30 10 0 19 Aug 2021
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation Zhoujun Cheng Haoyu Dong Zhiruo Wang Ran Jia Jiaqi Guo Yan Gao Shi Han Jian-Guang Lou Dongmei Zhang LMTD 21 86 0 15 Aug 2021
Sketch and Refine: Towards Faithful and Informative Table-to-Text Generation Peng Wang Junyang Lin An Yang Chang Zhou Yichang Zhang Jingren Zhou Hongxia Yang 31 20 0 31 May 2021
Focus Attention: Promoting Faithfulness and Diversity in Summarization Rahul Aralikatte Shashi Narayan Joshua Maynez S. Rothe Ryan T. McDonald 35 45 0 25 May 2021
Stage-wise Fine-tuning for Graph-to-Text Generation Qingyun Wang Semih Yavuz Victoria Lin Heng Ji Nazneen Rajani 20 21 0 17 May 2021
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark Nouha Dziri Hannah Rashkin Tal Linzen David Reitter ALM 206 79 0 30 Apr 2021
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation Tianyu Liu Yizhe Zhang Chris Brockett Yi Mao Zhifang Sui Weizhu Chen W. Dolan HILM 228 144 0 18 Apr 2021
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding Nouha Dziri Andrea Madotto Osmar Zaiane A. Bose HILM 28 132 0 17 Apr 2021
Planning with Learned Entity Prompts for Abstractive Summarization Shashi Narayan Yao-Min Zhao Joshua Maynez Gonçalo Simões Vitaly Nikolaev Ryan T. McDonald LRM 22 116 0 15 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 21 30 0 15 Apr 2021
Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 127 35 0 17 Feb 2021
Controlling Hallucinations at Word Level in Data-to-Text Generation Clément Rebuffel Marco Roberti Laure Soulier Geoffrey Scoutheeten R. Cancelliere Patrick Gallinari 16 66 0 04 Feb 2021