DocNLI: A Large-scale Dataset for Document-level Natural Language Inference

17 June 2021

Papers citing "DocNLI: A Large-scale Dataset for Document-level Natural Language Inference"

50 / 70 papers shown

Title
Cross-Document Cross-Lingual Natural Language Inference via RST-enhanced Graph Fusion and Interpretability Prediction Mengying Yuan Wangzi Xuan Fei Li 28 0 0 11 Apr 2025
Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs Ankush Raut Xiaofeng Zhu Maria Leonor Pacheco 30 0 0 07 Apr 2025
Spend Your Budget Wisely: Towards an Intelligent Distribution of the Privacy Budget in Differentially Private Text Rewriting Stephen Meisenbacher Chaeeun Joy Lee Florian Matthes 46 0 0 28 Mar 2025
ATEB: Evaluating and Improving Advanced NLP Tasks for Text Embedding Models Simeng Han Frank Palma Gomez Tu Vu Zefei Li Daniel Matthew Cer Hansi Zeng Chris Tar Arman Cohan Gustavo Hernández Ábrego 53 1 0 24 Feb 2025
On the Impact of Noise in Differentially Private Text Rewriting Stephen Meisenbacher Maulik Chevli Florian Matthes 58 0 0 31 Jan 2025
FinDVer: Explainable Claim Verification over Long and Hybrid-Content Financial Documents Yilun Zhao Yitao Long Yuru Jiang Chengye Wang Weiyuan Chen Hongjun Liu Yiming Zhang Xiangru Tang Chen Zhao Arman Cohan VLM 33 1 0 08 Nov 2024
From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization Catarina G. Belem Pouya Pezeskhpour Hayate Iso Seiji Maekawa Nikita Bhutani Estevam R. Hruschka HILM 65 1 0 17 Oct 2024
Post-Hoc Answer Attribution for Grounded and Trustworthy Long Document Comprehension: Task, Insights, and Challenges Abhilasha Sancheti Koustava Goswami Balaji Vasan Srinivasan RALM 30 1 0 11 Jun 2024
Document-level Claim Extraction and Decontextualisation for Fact-Checking Zhenyun Deng M. Schlichtkrull Andreas Vlachos HILM 40 3 0 05 Jun 2024
MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents Liyan Tang Philippe Laban Greg Durrett HILM SyDa 43 74 0 16 Apr 2024
Less is More for Improving Automatic Evaluation of Factual Consistency Tong Wang Ninad Kulkarni Yanjun Qi ALM 41 2 0 09 Apr 2024
FRACTAL: Fine-Grained Scoring from Aggregate Text Labels Yukti Makhija Priyanka Agrawal Rishi Saket A. Raghuveer 37 0 0 07 Apr 2024
Multi-Review Fusion-in-Context Aviv Slobodkin Ori Shapira Ran Levy Ido Dagan 68 1 0 22 Mar 2024
Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection Jianfeng He Hang Su Jason (Jinglun) Cai Igor Shalyminov Hwanjun Song Saab Mansour 24 4 0 06 Mar 2024
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification Hanzi Xu Muhao Chen Lifu Huang Slobodan Vučetić Wenpeng Yin BDL VLM 44 2 0 06 Mar 2024
A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models Xiujie Song Mengyue Wu Ke Zhu Chunhao Zhang Yanyi Chen LRM ELM 36 3 0 28 Feb 2024
Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation Tasks Huajian Zhang Yumo Xu Laura Perez-Beltrachini HILM 29 9 0 27 Feb 2024
Factual consistency evaluation of summarization in the Era of large language models Zheheng Luo Qianqian Xie Sophia Ananiadou HILM 32 1 0 21 Feb 2024
Identifying Factual Inconsistencies in Summaries: Grounding Model Inference via Task Taxonomy Liyan Xu Zhenlin Su Mo Yu Jin Xu Jinho D. Choi Jie Zhou Fei Liu HILM 35 2 0 20 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 42 6 0 29 Jan 2024
Building Efficient Universal Classifiers with Natural Language Inference Moritz Laurer W. Atteveldt Andreu Casas Kasper Welbers 33 8 0 29 Dec 2023
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews Wojciech Kusa Óscar E. Mendoza Matthias Samwald Petr Knoth Allan Hanbury 34 4 0 21 Nov 2023
AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation Haoyi Qiu Kung-Hsiang Huang Jingnong Qu Nanyun Peng HILM 26 6 0 16 Nov 2023
ContraDoc: Understanding Self-Contradictions in Documents with Large Language Models Jierui Li Vipul Raheja Dhruv Kumar SyDa 26 3 0 15 Nov 2023
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model Qi Jia Siyu Ren Yizhu Liu Kenny Q. Zhu ALM HILM 25 16 0 18 Oct 2023
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding Tianyu Yu Chengyue Jiang Chao Lou Shen Huang Xiaobin Wang ... Haitao Zheng Ningyu Zhang Pengjun Xie Fei Huang Yong-jia Jiang LRM 57 17 0 21 Aug 2023
Text Alignment Is An Efficient Unified Model for Massive NLP Tasks Yuheng Zha Yichi Yang Ruichen Li Zhiting Hu ALM 11 9 0 06 Jul 2023
No Strong Feelings One Way or Another: Re-operationalizing Neutrality in Natural Language Inference Animesh Nighojkar Antonio Laverghetta John Licato 28 4 0 16 Jun 2023
Modeling Structural Similarities between Documents for Coherence Assessment with Graph Convolutional Networks Wei Liu Xiyan Fu Michael Strube GNN 21 3 0 10 Jun 2023
Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations Lifan Yuan Yangyi Chen Ganqu Cui Hongcheng Gao Fangyuan Zou Xingyi Cheng Heng Ji Zhiyuan Liu Maosong Sun 34 73 0 07 Jun 2023
AlignScore: Evaluating Factual Consistency with a Unified Alignment Function Yuheng Zha Yichi Yang Ruichen Li Zhiting Hu HILM 19 178 0 26 May 2023
Drafting Event Schemas using Language Models Anisha Gunjal Greg Durrett AI4TS 27 6 0 24 May 2023
ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media Kung-Hsiang Huang Hou Pong Chan Kathleen McKeown Heng Ji 31 1 0 23 May 2023
TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models Zorik Gekhman Jonathan Herzig Roee Aharoni Chen Elkind Idan Szpektor HILM ELM 27 71 0 18 May 2023
Zero-shot Faithful Factual Error Correction Kung-Hsiang Huang Hou Pong Chan Heng Ji KELM HILM 24 30 0 13 May 2023
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 44 49 0 26 Mar 2023
WiCE: Real-World Entailment for Claims in Wikipedia Ryo Kamoi Tanya Goyal Juan Diego Rodriguez Greg Durrett 22 80 0 02 Mar 2023
"Why is this misleading?": Detecting News Headline Hallucinations with Explanations Jiaming Shen Jialu Liu Daniel Finnie N. Rahmati Michael Bendersky Marc Najork 30 19 0 12 Feb 2023
SWING: Balancing Coverage and Faithfulness for Dialogue Summarization Kung-Hsiang Huang Siffi Singh Xiaofei Ma Wei Xiao Wei Xiao Nicholas Dingwall William Yang Wang Kathleen McKeown HILM 35 13 0 25 Jan 2023
PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition Sihao Chen S. Buthpitiya Alex Fabrikant Dan Roth Tal Schuster 15 23 0 21 Dec 2022
Statistical Dataset Evaluation: Reliability, Difficulty, and Validity Chengwen Wang Qingxiu Dong Xiaochen Wang Haitao Wang Zhifang Sui XAI 24 3 0 19 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
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization Chao Zhao Faeze Brahman Kaiqiang Song Wenlin Yao Dian Yu Snigdha Chaturvedi HILM 26 6 0 02 Dec 2022
Learning to Select from Multiple Options Jiangshu Du Wenpeng Yin Congying Xia Philip S. Yu 32 7 0 01 Dec 2022
Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches Tim Schopf Daniel Braun Florian Matthes 14 52 0 29 Nov 2022
Consecutive Question Generation via Dynamic Multitask Learning Yun Li Sujian Li Xing Shi LRM 19 2 0 16 Nov 2022
BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples Mohaddeseh Bastan Mihai Surdeanu Niranjan Balasubramanian 23 13 0 26 Oct 2022
Salience Allocation as Guidance for Abstractive Summarization Fei Wang Kaiqiang Song Hongming Zhang Lifeng Jin Sangwoo Cho Wenlin Yao Xiaoyang Wang Muhao Chen Dong Yu 60 31 0 22 Oct 2022
R $^2$ F: A General Retrieval, Reading and Fusion Framework for Document-level Natural Language Inference Hao Wang Yixin Cao Yangguang Li Zhen Huang Kun Wang Jing Shao FedML 22 0 0 22 Oct 2022
Towards a Unified Multi-Dimensional Evaluator for Text Generation Ming Zhong Yang Liu Da Yin Yuning Mao Yizhu Jiao Peng Liu Chenguang Zhu Heng Ji Jiawei Han ELM 39 253 0 13 Oct 2022