Natural Language Inference

Investigating Non-Transitivity in LLM-as-a-Judge ICML 2025 Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions EMNLP 2025 It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language COLING 2025 JBBQ: Japanese Bias Benchmark for Analyzing Social Biases in Large Language Models ACL 2025 JUDGEBERT: Assessing Legal Meaning Preservation Between Sentences EMNLP 2025 JuniperLiu at CoMeDi Shared Task: Models as Annotators in Lexical Semantics Disagreements COLING 2025 Language Decoupling with Fine-grained Knowledge Guidance for Referring Multi-object Tracking ICCV 2025 Large Language Models Are Better Logical Fallacy Reasoners with Counterargument, Explanation, and Goal-Aware Prompt Formulation NAACL 2025 LCHAIM - Investigating Long Context Reasoning in Hebrew ACL 2025 Legal Fact Prediction: The Missing Piece in Legal Judgment Prediction EMNLP 2025 Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation ACL 2025 Less Mature is More Adaptable for Sentence-level Language Modeling ACL 2025 Leveraging Moment Injection for Enhanced Semi-supervised Natural Language Inference with Large Language Models NAACL 2025 Linking language model predictions to human behaviour on scalar implicatures COLING 2025 LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference EMNLP 2025 LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ACL 2025 LLM-based Typed Hyperresolution for Commonsense Reasoning with Knowledge Bases ICLR 2025 LLM-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection EMNLP 2025 LLMs as Medical Safety Judges: Evaluating Alignment with Human Annotation in Patient-Facing QA ACL 2025 LLMSR@XLLM25: Integrating Reasoning Prompt Strategies with Structural Prompt Formats for Enhanced Logical Inference ACL 2025 LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages EMNLP 2025 Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models NAACL 2025 Lost in Pronunciation: Detecting Chinese Offensive Language Disguised by Phonetic Cloaking Replacement EMNLP 2025 Lost in Variation? Evaluating NLI Performance in Basque and Spanish Geographical Variants CoNLL 2025 Machine Translation Metrics for Indigenous Languages Using Fine-tuned Semantic Embeddings NAACL 2025