Natural Language Inference

Exploring Reasoning Biases in Large Language Models Through Syllogism: Insights from the NeuBAROCO Dataset ACL 2024 FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction ACL 2024 Finding Blind Spots in Evaluator LLMs with Interpretable Checklists EMNLP 2024 Findings of the SIGTYP 2024 Shared Task on Word Embedding Evaluation for Ancient and Historical Languages EACL 2024 Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation Tasks EACL 2024 FineSurE: Fine-grained Summarization Evaluation using LLMs ACL 2024 FOLIO: Natural Language Reasoning with First-Order Logic EMNLP 2024 FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models ACL 2024 Generalized Measures of Anticipation and Responsivity in Online Language Processing EMNLP 2024 Generative Dictionary: Improving Language Learner Understanding with Contextual Definitions EMNLP 2024 German Also Hallucinates! Inconsistency Detection in News Summaries with the Absinth Dataset COLING 2024 GIL-IIMAS UNAM at SemEval-2024 Task 1: SAND: An In Depth Analysis of Semantic Relatedness Using Regression and Similarity Characteristics SemEval 2024 HalluMeasure: Fine-grained Hallucination Measurement Using Chain-of-Thought Reasoning EMNLP 2024 HalluSafe at SemEval-2024 Task 6: An NLI-based Approach to Make LLMs Safer by Better Detecting Hallucinations and Overgeneration Mistakes SemEval 2024 HIT-MI&T Lab at SemEval-2024 Task 6: DeBERTa-based Entailment Model is a Reliable Hallucination Detector SemEval 2024 How can large language models become more human? ACL 2024 How Entangled is Factuality and Deception in German? EMNLP 2024 How Hard is this Test Set? NLI Characterization by Exploiting Training Dynamics EMNLP 2024 HW-TSC 2024 Submission for the SemEval-2024 Task 1: Semantic Textual Relatedness (STR) SemEval 2024 IIMAS at SemEval-2024 Task 9: A Comparative Approach for Brainteaser Solutions SemEval 2024 IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical Trials SemEval 2024 iML at SemEval-2024 Task 2: Safe Biomedical Natural Language Interference for Clinical Trials with LLM Based Ensemble Inferencing SemEval 2024 ImplicaTR: A Granular Dataset for Natural Language Inference and Pragmatic Reasoning in Turkish ACL 2024 Improve Dense Passage Retrieval with Entailment Tuning EMNLP 2024 In-context Learning Generalizes, But Not Always Robustly: The Case of Syntax NAACL 2024