Natural Language Inference

Abstract-level Deductive Reasoning for Pre-trained Language Models COLING 2024 Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning ACL 2024 Accurate and Nuanced Open-QA Evaluation Through Textual Entailment ACL 2024 A Collection of Pragmatic-Similarity Judgments over Spoken Dialog Utterances COLING 2024 Adjudicating LLMs as PropBank Adjudicators COLING 2024 AILS-NTUA at SemEval-2024 Task 6: Efficient model tuning for hallucination detection and analysis SemEval 2024 A Large-Scale Human-Centric Benchmark for Referring Expression Comprehension in the LMM Era NeurIPS 2024 AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries NeurIPS 2024 AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation NAACL 2024 ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models NeurIPS 2024 Analysing relevance of Discourse Structure for Improved Mental Health Estimation EACL 2024 An Empirical Analysis on Large Language Models in Debate Evaluation ACL 2024 A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus ACL 2024 Archimedes-AUEB at SemEval-2024 Task 5: LLM explains Civil Procedure SemEval 2024 Are Large Language Models Good Statisticians? NeurIPS 2024 Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification ACL 2024 A synthetic data approach for domain generalization of NLI models ACL 2024 Atomic Inference for NLI with Generated Facts as Atoms EMNLP 2024 Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models ICLR 2024 Augmenting Legal Decision Support Systems with LLM-based NLI for Analyzing Social Media Evidence EMNLP 2024 Augmenting Transformers with Recursively Composed Multi-grained Representations ICLR 2024 Augment the Pairs: Semantics-Preserving Image-Caption Pair Augmentation for Grounding-Based Vision and Language Models WACV 2024 A Unified Generative Framework for Bilingual Euphemism Detection and Identification ACL 2024 A User-Centric Multi-Intent Benchmark for Evaluating Large Language Models EMNLP 2024 Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches ACL 2024