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Natural Language Inference

918 directly classified papers

Papers per year

Papers

Predicting Median, Disagreement and Noise Label in Ordinal Word-in-Context Data COLING 2025
𝛿-Stance: A Large-Scale Real World Dataset of Stances in Legal Argumentation ACL 2025
Detecting Inconsistencies in Narrative Elements of Cross Lingual Nakba Texts COLING 2025
Funzac at CoMeDi Shared Task: Modeling Annotator Disagreement from Word-In-Context Perspectives COLING 2025
INT: Establishing Information Transfer for Multilingual Intent Detection and Slot Filling ACL 2025
Task Calibration: Calibrating Large Language Models on Inference Tasks ACL 2025
SEA-HELM: Southeast Asian Holistic Evaluation of Language Models ACL 2025
Can AI Validate Science? Benchmarking LLMs on Claim →Evidence Reasoning in AI Papers IJCNLP 2025
Pragmatic Theories Enhance Understanding of Implied Meanings in LLMs IJCNLP 2025
Not Just a Piece of Cake: Cross-Lingual Fine-Tuning for Idiom Identification IJCNLP 2025
Exploiting Task Reversibility of DRS Parsing and Generation: Challenges and Insights from a Multi-lingual Perspective COLING 2025
MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification COLING 2025
Batayan: A Filipino NLP benchmark for evaluating Large Language Models ACL 2025
A Practical Tool to Help Automate Interlinear Glossing: a Study on Mukrī Kurdish ACL 2025
MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing NAACL 2025
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025
Towards Long Context Hallucination Detection NAACL 2025
Thai Winograd Schemas: A Benchmark for Thai Commonsense Reasoning COLING 2025
Machine Translation Metrics for Indigenous Languages Using Fine-tuned Semantic Embeddings NAACL 2025
On Reference (In-)Determinacy in Natural Language Inference NAACL 2025
UTER: Capturing the Human Touch in Evaluating Morphologically Rich and Low-Resource Languages NAACL 2025
Linking language model predictions to human behaviour on scalar implicatures COLING 2025
Assessing Crowdsourced Annotations with LLMs: Linguistic Certainty as a Proxy for Trustworthiness NAACL 2025
MultiCoPIE: A Multilingual Corpus of Potentially Idiomatic Expressions for Cross-lingual PIE Disambiguation NAACL 2025
LLM-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection EMNLP 2025