Natural Language Inference

Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations ACL 2025 Financial Language Model Evaluation (FLaME) ACL 2025 FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025 FLEX: Expert-level False-Less EXecution Metric for Text-to-SQL Benchmark NAACL 2025 From Input Perception to Predictive Insight: Modeling Model Blind Spots Before They Become Errors EMNLP 2025 From RAG to Reality: Coarse-Grained Hallucination Detection via NLI Fine-Tuning ACL 2025 From Regulation to Interaction: Expert Views on Aligning Explainable AI with the EU AI Act EMNLP 2025 Funzac at CoMeDi Shared Task: Modeling Annotator Disagreement from Word-In-Context Perspectives COLING 2025 FuocChuVIP123 at CoMeDi Shared Task: Disagreement Ranking with XLM-Roberta Sentence Embeddings and Deep Neural Regression COLING 2025 gec-metrics: A Unified Library for Grammatical Error Correction Evaluation ACL 2025 Generics are puzzling. Can language models find the missing piece? COLING 2025 GenWebNovel: A Genre-oriented Corpus of Entities in Chinese Web Novels COLING 2025 GermDetect: Verb Placement Error Detection Datasets for Learners of Germanic Languages ACL 2025 GG-BBQ: German Gender Bias Benchmark for Question Answering ACL 2025 HalluTree: Explainable Multi-Hop Hallucination Detection for Abstractive Summarization EMNLP 2025 HATS : Hindi Analogy Test Set for Evaluating Reasoning in Large Language Models ACL 2025 HausaNLP at SemEval-2025 Task 3: Towards a Fine-Grained Model-Aware Hallucination Detection SemEval 2025 Howard University-AI4PC at SemEval-2025 Task 9: Using Open-weight BART-MNLI for Zero Shot Classification of Food Recall Documents SemEval 2025 Identification of Multiple Logical Interpretations in Counter-Arguments EMNLP 2025 Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives IJCAI 2025 Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study COLING 2025 Improving Neutral Point-of-View Generation with Data- and Parameter-Efficient RL EMNLP 2025 Indian Grammatical Tradition-Inspired Universal Semantic Representation Bank (USR Bank 1.0) AACL 2025 INT: Establishing Information Transfer for Multilingual Intent Detection and Slot Filling ACL 2025 Introducing Verification Task of Set Consistency with Set-Consistency Energy Networks ACL 2025