Natural Language Inference

DFKI-NLP at SemEval-2024 Task 2: Towards Robust LLMs Using Data Perturbations and MinMax Training SemEval 2024 DIALECT-COPA: Extending the Standard Translations of the COPA Causal Commonsense Reasoning Dataset to South Slavic Dialects NAACL 2024 DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NeurIPS 2024 Discovering and Articulating Frames of Communication from Social Media Using Chain-of-Thought Reasoning EACL 2024 Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models’ Understanding of Discourse Relations ACL 2024 Distilling Robustness into Natural Language Inference Models with Domain-Targeted Augmentation ACL 2024 D-NLP at SemEval-2024 Task 2: Evaluating Clinical Inference Capabilities of Large Language Models SemEval 2024 Don’t Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations EACL 2024 DUTh at SemEval-2024 Task 6: Comparing Pre-trained Models on Sentence Similarity Evaluation for Detecting of Hallucinations and Related Observable Overgeneration Mistakes SemEval 2024 EconNLI: Evaluating Large Language Models on Economics Reasoning ACL 2024 ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024 Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4 SemEval 2024 Emotion Identification for French in Written Texts: Considering Modes of Emotion Expression as a Step Towards Text Complexity Analysis ACL 2024 Enhancing Contract Negotiations with LLM-Based Legal Document Comparison EMNLP 2024 Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement EACL 2024 Enhancing Legal Violation Identification with LLMs and Deep Learning Techniques: Achievements in the LegalLens 2024 Competition EMNLP 2024 Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes ACL 2024 Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic EMNLP 2024 Estimating the Causal Effects of Natural Logic Features in Transformer-Based NLI Models COLING 2024 Evaluating Gender Bias of Pre-trained Language Models in Natural Language Inference by Considering All Labels COLING 2024 EventNet-ITA: Italian Frame Parsing for Events EACL 2024 Explicating the Implicit: Argument Detection Beyond Sentence Boundaries ACL 2024 Explicit Inductive Inference using Large Language Models EMNLP 2024 Exploring Defeasibility in Causal Reasoning ACL 2024 Exploring Internal Numeracy in Language Models: A Case Study on ALBERT COLING 2024