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Natural Language Inference

680 directly classified papers

Papers per year

Papers

Enhancing Legal Violation Identification with LLMs and Deep Learning Techniques: Achievements in the LegalLens 2024 Competition EMNLP 2024
Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual Similarity EMNLP 2024
SEME at SemEval-2024 Task 2: Comparing Masked and Generative Language Models on Natural Language Inference for Clinical Trials NAACL 2024
NYCU-NLP at SemEval-2024 Task 2: Aggregating Large Language Models in Biomedical Natural Language Inference for Clinical Trials NAACL 2024
Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models EMNLP 2024
ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024
BertaQA: How Much Do Language Models Know About Local Culture? NIPS 2024
Outcome-Constrained Large Language Models for Countering Hate Speech EMNLP 2024
FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction ACL 2024
XNLIeu: a dataset for cross-lingual NLI in Basque NAACL 2024
FOLIO: Natural Language Reasoning with First-Order Logic EMNLP 2024
Augmenting Legal Decision Support Systems with LLM-based NLI for Analyzing Social Media Evidence EMNLP 2024
Improve Dense Passage Retrieval with Entailment Tuning EMNLP 2024
K-QA: A Real-World Medical Q&A Benchmark ACL 2024
Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning ACL 2024
ImplicaTR: A Granular Dataset for Natural Language Inference and Pragmatic Reasoning in Turkish ACL 2024
UniBuc at SemEval-2024 Task 2: Tailored Prompting with Solar for Clinical NLI SEMEVAL 2024
Distilling Robustness into Natural Language Inference Models with Domain-Targeted Augmentation ACL 2024
PropBank-Powered Data Creation: Utilizing Sense-Role Labelling to Generate Disaster Scenario Data COLING 2024
Adjudicating LLMs as PropBank Adjudicators COLING 2024
EconNLI: Evaluating Large Language Models on Economics Reasoning ACL 2024
German Also Hallucinates! Inconsistency Detection in News Summaries with the Absinth Dataset COLING 2024
SIGA: A Naturalistic NLI Dataset of English Scalar Implicatures with Gradable Adjectives COLING 2024
Estimating the Causal Effects of Natural Logic Features in Transformer-Based NLI Models COLING 2024
Co-training for Low Resource Scientific Natural Language Inference ACL 2024