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Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches

2 April 2019

Papers citing "Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches"

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Title
LOGicalThought: Logic-Based Ontological Grounding of LLMs for High-Assurance Reasoning Navapat Nananukul Yue Zhang Ryan Lee Eric Boxer Jonathan May Vibhav Gogate Jay Pujara Mayank Kejriwal LRM 121 0 0 02 Oct 2025
What Are Research Hypotheses? Jian Wu Sarah M. Rajtmajer AI4CE 69 0 0 29 Aug 2025
Filling the Gap: Is Commonsense Knowledge Generation useful for Natural Language Inference? Chathuri Jayaweera Brianna Yanqui Bonnie J. Dorr HILM 109 0 0 20 Jul 2025
Not quite Sherlock Holmes: Language model predictions do not reliably differentiate impossible from improbable eventsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 J. Michaelov Reeka Estacio Zhien Zhang Benjamin Bergen ReLM LRM 186 1 0 07 Jun 2025
Capturing Symmetry and Antisymmetry in Language Models through Symmetry-Aware Training Objectives Zhangdie Yuan Andreas Vlachos 199 0 0 22 Apr 2025
Continual Pre-training of MoEs: How robust is your router? Benjamin Thérien Charles-Étienne Joseph Zain Sarwar Ashwinee Panda Anirban Das Shi-Xiong Zhang Stephen Rawls Siyang Song Eugene Belilovsky Irina Rish MoE 327 3 0 06 Mar 2025
Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and ChallengesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Bolei Ma Yuting Li Wei Zhou Ziwei Gong Wenshu Fan Katja Jasinskaja Annemarie Friedrich Julia Hirschberg Frauke Kreuter Barbara Plank ELM LRM 369 14 0 17 Feb 2025
Neuro-Symbolic Contrastive Learning for Cross-domain InferenceInternational Conference on Logic Programming (ICLP), 2025 Mingyue Liu Ryo Ueda Zhen Wan Katsumi Inoue Chris G. Willcocks NAI 373 0 0 13 Feb 2025
MorphNLI: A Stepwise Approach to Natural Language Inference Using Text MorphingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Vlad-Andrei Negru Robert Vacareanu Camelia Lemnaru Mihai Surdeanu Rodica Potolea 455 2 0 13 Feb 2025
How Hard is this Test Set? NLI Characterization by Exploiting Training DynamicsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Adrian Cosma Stefan Ruseti Mihai Dascalu Cornelia Caragea 155 4 0 04 Oct 2024
Towards Social AI: A Survey on Understanding Social Interactions Sangmin Lee Minzhi Li Bolin Lai Wenqi Jia Fiona Ryan ... Ozgur Kara Bikram Boote Weiyan Shi Diyi Yang James M. Rehg 330 12 0 05 Sep 2024
Training on the Test Task Confounds Evaluation and Emergence Ricardo Dominguez-Olmedo Florian E. Dorner Moritz Hardt ELM 471 23 1 10 Jul 2024
From Data to Commonsense Reasoning: The Use of Large Language Models for Explainable AI Stefanie Krause Frieder Stolzenburg ELM LRM 199 3 0 04 Jul 2024
The Base-Rate Effect on LLM Benchmark Performance: Disambiguating Test-Taking Strategies from Benchmark Performance Kyle Moore Jesse Roberts Thao Pham Oseremhen Ewaleifoh Doug Fisher 246 4 0 17 Jun 2024
Improving Commonsense Bias Classification by Mitigating the Influence of Demographic Terms JinKyu Lee Jihie Kim 116 0 0 11 Jun 2024
Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference Yuqi Liu Mengyu Li Di Liang Ximing Li Fausto Giunchiglia Lan Huang Xiaoyue Feng Renchu Guan 162 10 0 21 May 2024
Inherent Trade-Offs between Diversity and Stability in Multi-Task BenchmarksInternational Conference on Machine Learning (ICML), 2024 Guanhua Zhang Moritz Hardt 264 16 0 02 May 2024
Projective Methods for Mitigating Gender Bias in Pre-trained Language Models Hillary Dawkins I. Nejadgholi Daniel Gillis J. McCuaig 120 1 0 27 Mar 2024
Reasoning Capacity in Multi-Agent Systems: Limitations, Challenges and Human-Centered Solutions Pouya Pezeshkpour Eser Kandogan Nikita Bhutani Sajjadur Rahman Tom Mitchell Estevam R. Hruschka LLMAG LRM 161 11 0 02 Feb 2024
Temporal Validity Change PredictionAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Georg Wenzel Adam Jatowt 221 1 0 01 Jan 2024
CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models Dan Shi Chaobin You Jian-Tao Huang Taihao Li Deyi Xiong LRM 190 2 0 20 Dec 2023
A Generic NLI approach for Classification of Sentiment Associated with Therapies K. Rajaraman Anitha Veeramani 60 0 0 28 Nov 2023
Complementary Advantages of ChatGPTs and Human Readers in Reasoning: Evidence from English Text Reading Comprehension Tongquan Zhou Yao Zhang Siyi Cao Yulu Li Tao Wang AI4MH LRM 221 4 0 17 Nov 2023
Perturbation-based Active Learning for Question Answering Fan Luo Mihai Surdeanu 225 0 0 04 Nov 2023
SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical NotesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Á. Lelkes Eric Loreaux Tal Schuster Ming-Jun Chen Alvin Rajkomar 224 3 0 27 Oct 2023
CRoW: Benchmarking Commonsense Reasoning in Real-World TasksConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Mete Ismayilzada Debjit Paul Syrielle Montariol Mor Geva Antoine Bosselut LRM 200 7 0 23 Oct 2023
Link Prediction for Wikipedia Articles as a Natural Language Inference TaskInternational Conference on Data Science and Advanced Analytics (DSAA), 2023 Chau-Thang Phan Quoc-Nam Nguyen Kiet Van Nguyen LRM 101 0 0 31 Aug 2023
RecycleGPT: An Autoregressive Language Model with Recyclable Module Yu Jiang Qiaozhi He Xiaomin Zhuang Zhihua Wu Kunpeng Wang Wenlai Zhao Guangwen Yang KELM 259 3 0 07 Aug 2023
Inductive reasoning in humans and large language modelsCognitive Systems Research (Cogn. Syst. Res.), 2023 Simon J. Han Keith Ransom Andrew Perfors Charles Kemp ELM ReLM LRM 189 49 0 11 Jun 2023
Abductive Commonsense Reasoning Exploiting Mutually Exclusive ExplanationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Wenting Zhao Justin T. Chiu Claire Cardie Alexander M. Rush LRM 256 25 0 24 May 2023
The Web Can Be Your Oyster for Improving Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Junyi Li Tianyi Tang Wayne Xin Zhao Jingyuan Wang Jian-Yun Nie Ji-Rong Wen RALM KELM 371 7 0 18 May 2023
It Takes Two to Tango: Navigating Conceptualizations of NLP Tasks and Measurements of PerformanceAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Arjun Subramonian Xingdi Yuan Hal Daumé Su Lin Blodgett 192 21 0 15 May 2023
Profiling the news spreading barriers using news headlines Abdul Sittar Dunja Mladenić M. Grobelnik 118 0 0 07 Apr 2023
Is BERT Blind? Exploring the Effect of Vision-and-Language Pretraining on Visual Language UnderstandingComputer Vision and Pattern Recognition (CVPR), 2023 Morris Alper Michael Fiman Hadar Averbuch-Elor VLM LRM 193 18 0 21 Mar 2023
CLICKER: Attention-Based Cross-Lingual Commonsense Knowledge TransferIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Ruolin Su Zhongkai Sun Sixing Lu Chengyuan Ma Chenlei Guo LRM 110 1 0 26 Feb 2023
ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion Pei Chen Wenlin Yao Hongming Zhang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen 163 3 0 06 Dec 2022
A Probabilistic-Logic based Commonsense Representation Framework for Modelling Inferences with Multiple Antecedents and Varying Likelihoods Shantanu Jaiswal Liu Yan Dongkyu Choi Kenneth Kwok 260 0 0 30 Nov 2022
Tri-Attention: Explicit Context-Aware Attention Mechanism for Natural Language Processing Rui Yu Yifeng Li Sibo Wei LongBing Cao 124 1 0 05 Nov 2022
On Reality and the Limits of Language Data: Aligning LLMs with Human NormsAnnual Meeting of the Cognitive Science Society (CogSci), 2022 Nigel Collier Fangyu Liu Ehsan Shareghi 202 3 0 25 Aug 2022
A new hope for network model generalizationACM Workshop on Hot Topics in Networks (HotNets), 2022 Alexander Dietmüller Siddhant Ray Romain Jacob Laurent Vanbever AI4CE 188 47 0 12 Jul 2022
Logiformer: A Two-Branch Graph Transformer Network for Interpretable Logical ReasoningAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 Fangzhi Xu Jun Liu Qika Lin Yudai Pan Lingling Zhang 172 29 0 02 May 2022
Stretching Sentence-pair NLI Models to Reason over Long Documents and ClustersConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Tal Schuster Sihao Chen S. Buthpitiya Alex Fabrikant Donald Metzler 243 46 0 15 Apr 2022
Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue SystemsFindings (Findings), 2022 Yi-Lin Tuan Sajjad Beygi Maryam Fazel-Zarandi Qiaozi Gao Alessandra Cervone William Yang Wang LRM 143 25 0 20 Mar 2022
KMIR: A Benchmark for Evaluating Knowledge Memorization, Identification and Reasoning Abilities of Language Models Daniel Gao Yantao Jia Lei Li Chengzhen Fu Zhicheng Dou Hao Jiang Xinyu Zhang Lei Chen Bo Zhao KELM 162 9 0 28 Feb 2022
Assemble Foundation Models for Automatic Code SummarizationIEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER), 2022 Jian Gu P. Salza H. Gall 272 40 0 13 Jan 2022
The Defeat of the Winograd Schema ChallengeArtificial Intelligence (AIJ), 2022 Vid Kocijan E. Davis Thomas Lukasiewicz G. Marcus L. Morgenstern 272 47 0 07 Jan 2022
Automated scholarly paper review: Concepts, technologies, and challengesInformation Fusion (Inf. Fusion), 2021 Jialiang Lin Jiaxin Song Zhangping Zhou Yidong Chen X. Shi 337 27 0 15 Nov 2021
Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERTBMC Bioinformatics (BMC Bioinformatics), 2021 Usman Naseem A. Dunn Matloob Khushi Jinman Kim OOD LM&MA AI4MH 200 55 0 09 Jul 2021
Classifying vaccine sentiment tweets by modelling domain-specific representation and commonsense knowledge into context-aware attentive GRUIEEE International Joint Conference on Neural Network (IJCNN), 2021 Usman Naseem Matloob Khushi Jinman Kim A. Dunn 122 13 0 17 Jun 2021
Problems and Countermeasures in Natural Language Processing Evaluation Qingxiu Dong Zhifang Sui Weidong Zhan Baobao Chang ELM 85 2 0 20 Apr 2021