Paraphrasing in Affirmative Terms Improves Negation Understanding

11 June 2024

Papers citing "Paraphrasing in Affirmative Terms Improves Negation Understanding"

36 / 36 papers shown

Title
Language models are not naysayers: An analysis of language models on negation benchmarks Thinh Hung Truong Timothy Baldwin Karin Verspoor Trevor Cohn 87 59 0 14 Jun 2023
CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation Abhilasha Ravichander Matt Gardner Ana Marasović 85 35 0 01 Nov 2022
Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding Md Mosharaf Hossain Eduardo Blanco 57 4 0 26 Oct 2022
A Question-Answer Driven Approach to Reveal Affirmative Interpretations from Verbal Negations Md Mosharaf Hossain L. Holman Anusha Kakileti T. Kao N. Brito A. Mathews Eduardo Blanco 47 3 0 23 May 2022
Improving negation detection with negation-focused pre-training Thinh Hung Truong Timothy Baldwin Trevor Cohn Karin Verspoor 55 21 0 09 May 2022
Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence Myeongjun Jang Frank Mtumbuka Thomas Lukasiewicz 64 9 0 08 May 2022
An Analysis of Negation in Natural Language Understanding Corpora Md Mosharaf Hossain Dhivya Chinnappa Eduardo Blanco 101 42 0 16 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 771 12,835 0 04 Mar 2022
UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training Daniel Khashabi Yeganeh Kordi Hannaneh Hajishirzi 61 66 0 23 Feb 2022
Understanding by Understanding Not: Modeling Negation in Language Models Arian Hosseini Siva Reddy Dzmitry Bahdanau R. Devon Hjelm Alessandro Sordoni Rameswar Panda 76 88 0 07 May 2021
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 702 41,736 0 28 May 2020
jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models Yada Pruksachatkun Philip Yeres Haokun Liu Jason Phang Phu Mon Htut Alex Jinpeng Wang Ian Tenney Samuel R. Bowman SSeg 32 94 0 04 Mar 2020
PIQA: Reasoning about Physical Commonsense in Natural Language Yonatan Bisk Rowan Zellers Ronan Le Bras Jianfeng Gao Yejin Choi OOD LRM 118 1,776 0 26 Nov 2019
NegBERT: A Transfer Learning Approach for Negation Detection and Scope Resolution Aditya P. Khandelwal S. Sawant 31 84 0 11 Nov 2019
Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly Nora Kassner Hinrich Schütze 68 321 0 08 Nov 2019
QASC: A Dataset for Question Answering via Sentence Composition Tushar Khot Peter Clark Michal Guerquin Peter Alexander Jansen Ashish Sabharwal CoGe 67 328 0 25 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 381 20,053 0 23 Oct 2019
Reasoning Over Paragraph Effects in Situations Kevin Lin Oyvind Tafjord Peter Clark Matt Gardner 63 115 0 16 Aug 2019
Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning Pradeep Dasigi Nelson F. Liu Ana Marasović Noah A. Smith Matt Gardner RALM 67 173 0 16 Aug 2019
What BERT is not: Lessons from a new suite of psycholinguistic diagnostics for language models Allyson Ettinger 79 603 0 31 Jul 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 536 24,351 0 26 Jul 2019
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions Christopher Clark Kenton Lee Ming-Wei Chang Tom Kwiatkowski Michael Collins Kristina Toutanova 210 1,511 0 24 May 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 250 2,307 0 02 May 2019
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs Dheeru Dua Yizhong Wang Pradeep Dasigi Gabriel Stanovsky Sameer Singh Matt Gardner AIMat 91 946 0 01 Mar 2019
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 140 1,716 0 02 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.6K 94,511 0 11 Oct 2018
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering Todor Mihaylov Peter Clark Tushar Khot Ashish Sabharwal 96 1,516 0 08 Sep 2018
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations Mohammad Taher Pilehvar Jose Camacho-Collados 173 485 0 28 Aug 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 259 2,837 0 11 Jun 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 1.0K 7,152 0 20 Apr 2018
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge Peter Clark Isaac Cowhey Oren Etzioni Tushar Khot Ashish Sabharwal Carissa Schoenick Oyvind Tafjord ELM RALM LRM 146 2,567 0 14 Mar 2018
The NarrativeQA Reading Comprehension Challenge Tomás Kociský Jonathan Richard Schwarz Phil Blunsom Chris Dyer Karl Moritz Hermann Gábor Melis Edward Grefenstette 128 771 0 19 Dec 2017
SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation Daniel Cer Mona T. Diab Eneko Agirre I. Lopez-Gazpio Lucia Specia 401 1,880 0 31 Jul 2017
RACE: Large-scale ReAding Comprehension Dataset From Examinations Guokun Lai Qizhe Xie Hanxiao Liu Yiming Yang Eduard H. Hovy ELM 165 1,343 0 15 Apr 2017
NewsQA: A Machine Comprehension Dataset Adam Trischler Tong Wang Xingdi Yuan Justin Harris Alessandro Sordoni Philip Bachman Kaheer Suleman 82 893 0 29 Nov 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 246 8,124 0 16 Jun 2016