Natural Language Inference

TN-Eval: Rubric and Evaluation Protocols for Measuring the Quality of Behavioral Therapy Notes ACL 2025 Towards Long Context Hallucination Detection NAACL 2025 Towards the Roots of the Negation Problem: A Multilingual NLI Dataset and Model Scaling Analysis EMNLP 2025 Tracking Evolving Relationship Between Characters in Books in the Era of Large Language Models NAACL 2025 Transform Retrieval for Textual Entailment in RAG NAACL 2025 Transitive self-consistency evaluation of NLI models without gold labels EMNLP 2025 Truth Knows No Language: Evaluating Truthfulness Beyond English ACL 2025 TUMLU: A Unified and Native Language Understanding Benchmark for Turkic Languages ACL 2025 UAQFact: Evaluating Factual Knowledge Utilization of LLMs on Unanswerable Questions ACL 2025 Uncertain (Mis)Takes at LeWiDi-2025: Modeling Human Label Variation With Semantic Entropy EMNLP 2025 Understanding Figurative Meaning through Explainable Visual Entailment NAACL 2025 Understand the Implication: Learning to Think for Pragmatic Understanding ACL 2025 Using LLM Judgements for Sanity Checking Results and Reproducibility of Human Evaluations in NLP ACL 2025 UTER: Capturing the Human Touch in Evaluating Morphologically Rich and Low-Resource Languages NAACL 2025 Visibility as Survival: Generalizing NLP for Native Alaskan Language Identification ACL 2025 Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context Understanding WACV 2025 WC Team at SemEval-2025 Task 6: PromiseEval: Multinational, Multilingual, Multi-Industry Promise Verification leveraging monolingual and multilingual BERT models SemEval 2025 What Goes Into a LM Acceptability Judgment? Rethinking the Impact of Frequency and Length NAACL 2025 What to Predict? Exploring How Sentence Structure Influences Contrast Predictions in Humans and Large Language Models NAACL 2025 When Men Bite Dogs: Testing Good-Enough Parsing in Turkish with Humans and Large Language Models NAACL 2025 When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification ACL 2025 “You are Beautiful, Body Image Stereotypes are Ugly!” BIStereo: A Benchmark to Measure Body Image Stereotypes in Language Models ACL 2025 Zero-Shot Belief: A Hard Problem for LLMs EMNLP 2025 Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems COLING 2025 𝛿-Stance: A Large-Scale Real World Dataset of Stances in Legal Argumentation ACL 2025