Natural Language Inference

InferBR: A Natural Language Inference Dataset in Portuguese COLING 2024 Inference Helps PLMs’ Conceptual Understanding: Improving the Abstract Inference Ability with Hierarchical Conceptual Entailment Graphs EMNLP 2024 INGEOTEC at SemEval-2024 Task 1: Bag of Words and Transformers SemEval 2024 In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search EMNLP 2024 Investigating the Generalizability of Pretrained Language Models across Multiple Dimensions: A Case Study of NLI and MRC EMNLP 2024 Item Response Theory for Natural Language Processing EACL 2024 It is not True that Transformers are Inductive Learners: Probing NLI Models with External Negation EACL 2024 K-QA: A Real-World Medical Q&A Benchmark ACL 2024 LACIE: Listener-Aware Finetuning for Calibration in Large Language Models NeurIPS 2024 Large Language Models are Limited in Out-of-Context Knowledge Reasoning EMNLP 2024 Large Language Models' Expert-level Global History Knowledge Benchmark (HiST-LLM) NeurIPS 2024 Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives ACL 2024 LawBench: Benchmarking Legal Knowledge of Large Language Models EMNLP 2024 LegalLens 2024 Shared Task: Masala-chai Submission EMNLP 2024 LegalLens Shared Task 2024: Legal Violation Identification in Unstructured Text EMNLP 2024 Leveraging Entailment Judgements in Cross-Lingual Summarisation ACL 2024 Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models EMNLP 2024 Lisbon Computational Linguists at SemEval-2024 Task 2: Using a Mistral-7B Model and Data Augmentation SemEval 2024 LMU-BioNLP at SemEval-2024 Task 2: Large Diverse Ensembles for Robust Clinical NLI SemEval 2024 LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models EMNLP 2024 MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness SemEval 2024 MARiA at SemEval 2024 Task-6: Hallucination Detection Through LLMs, MNLI, and Cosine similarity SemEval 2024 MasonTigers at SemEval-2024 Task 1: An Ensemble Approach for Semantic Textual Relatedness SemEval 2024 MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation ACL 2024 Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals EMNLP 2024