Natural Language Inference

BD-NLP at SemEval-2024 Task 2: Investigating Generative and Discriminative Models for Clinical Inference with Knowledge Augmentation SemEval 2024 BertaQA: How Much Do Language Models Know About Local Culture? NeurIPS 2024 Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning EMNLP 2024 Beyond Recognising Entailment: Formalising Natural Language Inference from an Argumentative Perspective ACL 2024 Bonafide at LegalLens 2024 Shared Task: Using Lightweight DeBERTa Based Encoder For Legal Violation Detection and Resolution EMNLP 2024 CaresAI at SemEval-2024 Task 2: Improving Natural Language Inference in Clinical Trial Data using Model Ensemble and Data Explanation SemEval 2024 CERET: Cost-Effective Extrinsic Refinement for Text Generation NAACL 2024 CFEVER: A Chinese Fact Extraction and VERification Dataset AAAI 2024 Chain of Logic: Rule-Based Reasoning with Large Language Models ACL 2024 CHAmbi: A New Benchmark on Chinese Ambiguity Challenges for Large Language Models EMNLP 2024 CHECKWHY: Causal Fact Verification via Argument Structure ACL 2024 CLaC at SemEval-2024 Task 2: Faithful Clinical Trial Inference SemEval 2024 CLOMO: Counterfactual Logical Modification with Large Language Models ACL 2024 Comparing Template-based and Template-free Language Model Probing EACL 2024 Constructions Are So Difficult That Even Large Language Models Get Them Right for the Wrong Reasons COLING 2024 ContextCite: Attributing Model Generation to Context NeurIPS 2024 Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation EMNLP 2024 Co-training for Low Resource Scientific Natural Language Inference ACL 2024 CRCL at SemEval-2024 Task 2: Simple prompt optimizations SemEval 2024 Cross-Lingual NLU: Mitigating Language-Specific Impact in Embeddings Leveraging Adversarial Learning COLING 2024 Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity COLING 2024 Decoding Probing: Revealing Internal Linguistic Structures in Neural Language Models Using Minimal Pairs COLING 2024 DeepPavlov at SemEval-2024 Task 6: Detection of Hallucinations and Overgeneration Mistakes with an Ensemble of Transformer-based Models SemEval 2024 Dependency Annotation of Ottoman Turkish with Multilingual BERT EACL 2024 Designing NLP Systems That Adapt to Diverse Worldviews COLING 2024