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Natural Language Inference

918 directly classified papers

Papers per year

Papers

SEA-HELM: Southeast Asian Holistic Evaluation of Language Models ACL 2025
Natural Logic at the Core: Dynamic Rewards for Entailment Tree Generation ACL 2025
ExpliCa: Evaluating Explicit Causal Reasoning in Large Language Models ACL 2025
Exploiting the English Vocabulary Profile for L2 word-level vocabulary assessment with LLMs ACL 2025
On Reference (In-)Determinacy in Natural Language Inference NAACL 2025
Lost in Variation? Evaluating NLI Performance in Basque and Spanish Geographical Variants ACL 2025
What does memory retrieval leave on the table? Modelling the Cost of Semi-Compositionality with MINERVA2 and sBERT ACL 2025
GG-BBQ: German Gender Bias Benchmark for Question Answering ACL 2025
JBBQ: Japanese Bias Benchmark for Analyzing Social Biases in Large Language Models ACL 2025
Big Escape Benchmark: Evaluating Human-Like Reasoning in Language Models via Real-World Escape Room Challenges ACL 2025
Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems COLING 2025
CoMeDi Shared Task: Median Judgment Classification & Mean Disagreement Ranking with Ordinal Word-in-Context Judgments COLING 2025
Deep-change at CoMeDi: the Cross-Entropy Loss is not All You Need COLING 2025
Predicting Median, Disagreement and Noise Label in Ordinal Word-in-Context Data COLING 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
Exploiting Task Reversibility of DRS Parsing and Generation: Challenges and Insights from a Multi-lingual Perspective COLING 2025
Detecting Inconsistencies in Narrative Elements of Cross Lingual Nakba Texts COLING 2025
Linking language model predictions to human behaviour on scalar implicatures COLING 2025
Thai Winograd Schemas: A Benchmark for Thai Commonsense Reasoning COLING 2025
Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study COLING 2025
ArabicSense: A Benchmark for Evaluating Commonsense Reasoning in Arabic with Large Language Models COLING 2025
CARE: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement EMNLP 2025
Am I eligible? Natural Language Inference for Clinical Trial Patient Recruitment: the Patient’s Point of View NAACL 2025
Extractive Fact Decomposition for Interpretable Natural Language Inference in one Forward Pass EMNLP 2025