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Natural Language Inference

918 directly classified papers

Papers per year

Papers

Adapting LLMs for Minimal-edit Grammatical Error Correction ACL 2025
MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing NAACL 2025
Towards Long Context Hallucination Detection NAACL 2025
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025
Lost in Variation? Evaluating NLI Performance in Basque and Spanish Geographical Variants ACL 2025
Predicting Median, Disagreement and Noise Label in Ordinal Word-in-Context Data COLING 2025
Am I eligible? Natural Language Inference for Clinical Trial Patient Recruitment: the Patient’s Point of View NAACL 2025
Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems COLING 2025
Thai Winograd Schemas: A Benchmark for Thai Commonsense Reasoning COLING 2025
Deep-change at CoMeDi: the Cross-Entropy Loss is not All You Need COLING 2025
Optimizing Cost-Efficiency with LLM-Generated Training Data for Conversational Semantic Frame Analysis NAACL 2025
MultiCoPIE: A Multilingual Corpus of Potentially Idiomatic Expressions for Cross-lingual PIE Disambiguation NAACL 2025
Assessing Crowdsourced Annotations with LLMs: Linguistic Certainty as a Proxy for Trustworthiness NAACL 2025
Funzac at CoMeDi Shared Task: Modeling Annotator Disagreement from Word-In-Context Perspectives COLING 2025
MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification COLING 2025
Pragmatic Theories Enhance Understanding of Implied Meanings in LLMs IJCNLP 2025
Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations ACL 2025
Can AI Validate Science? Benchmarking LLMs on Claim →Evidence Reasoning in AI Papers IJCNLP 2025
Detecting Inconsistencies in Narrative Elements of Cross Lingual Nakba Texts COLING 2025
Exploiting Task Reversibility of DRS Parsing and Generation: Challenges and Insights from a Multi-lingual Perspective COLING 2025
𝛿-Stance: A Large-Scale Real World Dataset of Stances in Legal Argumentation ACL 2025
ArabicSense: A Benchmark for Evaluating Commonsense Reasoning in Arabic with Large Language Models COLING 2025
On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation NAACL 2025
ExpliCa: Evaluating Explicit Causal Reasoning in Large Language Models ACL 2025
WC Team at SemEval-2025 Task 6: PromiseEval: Multinational, Multilingual, Multi-Industry Promise Verification leveraging monolingual and multilingual BERT models SEMEVAL 2025