R2D2: Robust Data-to-Text with Replacement Detection

25 May 2022

Linyong Nan

Lorenzo Jaime Yu Flores

Papers citing "R2D2: Robust Data-to-Text with Replacement Detection"

34 / 34 papers shown

Title
DIRECTOR: Generator-Classifiers For Supervised Language Modeling Kushal Arora Kurt Shuster Sainbayar Sukhbaatar Jason Weston VLM 74 41 0 15 Jun 2022
BRIO: Bringing Order to Abstractive Summarization Yixin Liu Pengfei Liu Dragomir R. Radev Graham Neubig 98 285 0 31 Mar 2022
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text Sebastian Gehrmann Elizabeth Clark Thibault Sellam ELM AI4CE 138 193 0 14 Feb 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models Tianbao Xie Chen Henry Wu Peng Shi Ruiqi Zhong Torsten Scholak ... Lingpeng Kong Rui Zhang Noah A. Smith Luke Zettlemoyer Tao Yu LMTD 106 304 0 16 Jan 2022
CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive Summarization Shuyang Cao Lu Wang HILM 64 180 0 19 Sep 2021
Sequence Level Contrastive Learning for Text Summarization Shusheng Xu Xingxing Zhang Yi Wu Furu Wei 71 97 0 08 Sep 2021
Alleviating Exposure Bias via Contrastive Learning for Abstractive Text Summarization Shichao Sun Wenjie Li 43 26 0 26 Aug 2021
Logic-Consistency Text Generation from Semantic Parses Chang Shu Yusen Zhang Xiangyu Dong Peng Shi Tao Yu Rui Zhang 84 34 0 02 Aug 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation Xiao Pan Mingxuan Wang Liwei Wu Lei Li 88 206 0 20 May 2021
Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection Sihao Chen Fan Zhang Kazoo Sone Dan Roth HILM 85 107 0 19 Apr 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 280 3,415 0 18 Apr 2021
DATE: Detecting Anomalies in Text via Self-Supervision of Transformers Andrei Manolache Florin Brad Elena Burceanu UQCV 56 34 0 12 Apr 2021
Annotating and Modeling Fine-grained Factuality in Summarization Tanya Goyal Greg Durrett HILM 67 153 0 09 Apr 2021
FeTaQA: Free-form Table Question Answering Linyong Nan Chia-Hsuan Hsieh Ziming Mao Xi Lin Neha Verma ... Isabel Trindade Renusree Bandaru Jacob Cunningham Caiming Xiong Dragomir R. Radev LMTD 127 167 0 01 Apr 2021
Pre-training Text-to-Text Transformers for Concept-centric Common Sense Wangchunshu Zhou Dong-Ho Lee Ravi Kiran Selvam Seyeon Lee Bill Yuchen Lin Xiang Ren LRM VLM 55 72 0 24 Oct 2020
Evaluating Factuality in Generation with Dependency-level Entailment Tanya Goyal Greg Durrett 116 151 0 12 Oct 2020
Text-to-Text Pre-Training for Data-to-Text Tasks Mihir Kale Abhinav Rastogi AI4CE 63 202 0 21 May 2020
On Faithfulness and Factuality in Abstractive Summarization Joshua Maynez Shashi Narayan Bernd Bohnet Ryan T. McDonald HILM 86 1,039 0 02 May 2020
ToTTo: A Controlled Table-To-Text Generation Dataset Ankur P. Parikh Xuezhi Wang Sebastian Gehrmann Manaal Faruqui Bhuwan Dhingra Diyi Yang Dipanjan Das LMTD 101 368 0 29 Apr 2020
Logical Natural Language Generation from Open-Domain Tables Wenhu Chen Jianshu Chen Yunde Su Zhiyu Zoey Chen William Yang Wang LMTD 73 159 0 22 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 179 4,100 0 10 Apr 2020
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 78 183 0 10 Nov 2019
Contrastive Multi-document Question Generation W. Cho Yizhe Zhang Sudha Rao Asli Celikyilmaz Chenyan Xiong Jianfeng Gao Mengdi Wang Bill Dolan SyDa 88 28 0 08 Nov 2019
TabFact: A Large-scale Dataset for Table-based Fact Verification Wenhu Chen Hongmin Wang Jianshu Chen Yunkai Zhang Hong Wang Shiyang Li Xiyou Zhou William Yang Wang LMTD 109 514 0 05 Sep 2019
Handling Divergent Reference Texts when Evaluating Table-to-Text Generation Bhuwan Dhingra Manaal Faruqui Ankur P. Parikh Ming-Wei Chang Dipanjan Das William W. Cohen 96 196 0 03 Jun 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 357 5,868 0 21 Apr 2019
A Call for Clarity in Reporting BLEU Scores Matt Post 179 2,998 0 23 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,200 0 20 Apr 2018
Adafactor: Adaptive Learning Rates with Sublinear Memory Cost Noam M. Shazeer Mitchell Stern ODL 84 1,052 0 11 Apr 2018
Challenges in Data-to-Document Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 188 591 0 25 Jul 2017
The E2E Dataset: New Challenges For End-to-End Generation Jekaterina Novikova Ondrej Dusek Verena Rieser 113 462 0 28 Jun 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 524 4,497 0 18 Apr 2017
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation Albert Gatt E. Krahmer LM&MA ELM 128 825 0 29 Mar 2017
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 326 4,294 0 21 Aug 2015