Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters

15 April 2022

Papers citing "Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters"

37 / 37 papers shown

Title
Incongruence Identification in Eyewitness Testimony Akshara Nair Zeba Afroz Md Shad Akhtar 48 0 0 08 Feb 2025
Explicating the Implicit: Argument Detection Beyond Sentence Boundaries Paul Roit Aviv Slobodkin Eran Hirsch Arie Cattan Ayal Klein Valentina Pyatkin Ido Dagan 47 1 0 08 Aug 2024
Leveraging Entailment Judgements in Cross-Lingual Summarisation Huajian Zhang Laura Perez-Beltrachini HILM 38 0 0 01 Aug 2024
Minimal Evidence Group Identification for Claim Verification Xiangci Li Sihao Chen Rajvi Kapadia Jessica Ouyang Fan Zhang 16 3 0 24 Apr 2024
FIZZ: Factual Inconsistency Detection by Zoom-in Summary and Zoom-out Document Joonho Yang Seunghyun Yoon Byeongjeong Kim Hwanhee Lee HILM 28 3 0 17 Apr 2024
The Hallucinations Leaderboard -- An Open Effort to Measure Hallucinations in Large Language Models Giwon Hong Aryo Pradipta Gema Rohit Saxena Xiaotang Du Ping Nie ... Laura Perez-Beltrachini Max Ryabinin Xuanli He Clémentine Fourrier Pasquale Minervini LRM HILM 38 11 0 08 Apr 2024
Multi-Review Fusion-in-Context Aviv Slobodkin Ori Shapira Ran Levy Ido Dagan 78 1 0 22 Mar 2024
Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation Tasks Huajian Zhang Yumo Xu Laura Perez-Beltrachini HILM 32 9 0 27 Feb 2024
InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification Jan Trienes Sebastian Antony Joseph Jorg Schlotterer Christin Seifert Kyle Lo Wei Xu Byron C. Wallace Junyi Jessy Li 47 6 0 29 Jan 2024
ContraDoc: Understanding Self-Contradictions in Documents with Large Language Models Jierui Li Vipul Raheja Dhruv Kumar SyDa 28 3 0 15 Nov 2023
Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers Yuxia Wang Revanth Gangi Reddy Zain Muhammad Mujahid Arnav Arora Aleksandr Rubashevskii ... Nadav Borenstein Aditya Pillai Isabelle Augenstein Iryna Gurevych Preslav Nakov HILM 34 33 0 15 Nov 2023
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations Sihao Chen Hongming Zhang Tong Chen Ben Zhou Wenhao Yu Dian Yu Baolin Peng Hongwei Wang Dan Roth Dong Yu SSL 18 13 0 07 Nov 2023
SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes Á. Lelkes Eric Loreaux Tal Schuster Ming-Jun Chen Alvin Rajkomar 32 2 0 27 Oct 2023
Fast and Accurate Factual Inconsistency Detection Over Long Documents B. Lattimer Patrick Chen Xinyuan Zhang Yi Yang HILM 6 18 0 19 Oct 2023
From Nuisance to News Sense: Augmenting the News with Cross-Document Evidence and Context Jeremiah Milbauer Ziqi Ding Zhijin Wu Tongshuang Wu 27 1 0 06 Oct 2023
ExpertQA: Expert-Curated Questions and Attributed Answers Chaitanya Malaviya Subin Lee Sihao Chen Elizabeth Sieber Mark Yatskar Dan Roth ELM HILM 20 50 0 14 Sep 2023
Conformal Language Modeling Victor Quach Adam Fisch Tal Schuster Adam Yala J. Sohn Tommi Jaakkola Regina Barzilay 77 55 0 16 Jun 2023
LAIT: Efficient Multi-Segment Encoding in Transformers with Layer-Adjustable Interaction Jeremiah Milbauer Annie Louis Mohammad Javad Hosseini Alex Fabrikant Donald Metzler Tal Schuster 28 9 0 31 May 2023
Drafting Event Schemas using Language Models Anisha Gunjal Greg Durrett AI4TS 27 6 0 24 May 2023
$μ$ PLAN: Summarizing using a Content Plan as Cross-Lingual Bridge Fantine Huot Joshua Maynez Chris Alberti Reinald Kim Amplayo Priyanka Agrawal Constanza Fierro Shashi Narayan Mirella Lapata 17 7 0 23 May 2023
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond Abhinav Ramesh Kashyap Thang-Tung Nguyen Viktor Schlegel Stefan Winkler See-Kiong Ng Soujanya Poria AI4TS 3DV SSL 34 6 0 22 May 2023
TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models Zorik Gekhman Jonathan Herzig Roee Aharoni Chen Elkind Idan Szpektor HILM ELM 29 71 0 18 May 2023
Sebis at SemEval-2023 Task 7: A Joint System for Natural Language Inference and Evidence Retrieval from Clinical Trial Reports Juraj Vladika Florian Matthes 22 14 0 25 Apr 2023
WiCE: Real-World Entailment for Claims in Wikipedia Ryo Kamoi Tanya Goyal Juan Diego Rodriguez Greg Durrett 32 80 0 02 Mar 2023
OpineSum: Entailment-based self-training for abstractive opinion summarization Annie Louis Joshua Maynez 37 7 0 21 Dec 2022
PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition Sihao Chen S. Buthpitiya Alex Fabrikant Dan Roth Tal Schuster 17 23 0 21 Dec 2022
mFACE: Multilingual Summarization with Factual Consistency Evaluation Roee Aharoni Shashi Narayan Joshua Maynez Jonathan Herzig Elizabeth Clark Mirella Lapata HILM 27 43 0 20 Dec 2022
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval William F. Bruno Dan Roth ELM AILaw 25 6 0 06 Dec 2022
Revisiting text decomposition methods for NLI-based factuality scoring of summaries John Glover Federico Fancellu V. Jagannathan Matthew R. Gormley Thomas Schaaf HILM 26 17 0 30 Nov 2022
Using contradictions improves question answering systems Étienne Fortier-Dubois Domenic Rosati 13 0 0 28 Sep 2022
Fact-Saboteurs: A Taxonomy of Evidence Manipulation Attacks against Fact-Verification Systems Sahar Abdelnabi Mario Fritz AAML 197 5 0 07 Sep 2022
ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts Yuta Koreeda Christopher D. Manning AILaw 94 96 0 05 Oct 2021
Automated Fact-Checking: A Survey Xia Zeng Amani S. Abumansour A. Zubiaga HILM 180 95 0 23 Sep 2021
STraTA: Self-Training with Task Augmentation for Better Few-shot Learning Tu Vu Minh-Thang Luong Quoc V. Le Grady Simon Mohit Iyyer 128 60 0 13 Sep 2021
Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning Prasetya Ajie Utama N. Moosavi Victor Sanh Iryna Gurevych AAML 61 35 0 09 Sep 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 231 305 0 27 Apr 2021
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 190 576 0 02 May 2018