Natural Language Inference

PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers EACL 2023 PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance NeurIPS 2023 Prompting for explanations improves Adversarial NLI. Is this true? {Yes} it is {true} because {it weakens superficial cues} EACL 2023 PROPRES: Investigating the Projectivity of Presupposition with Various Triggers and Environments CoNLL 2023 PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition ACL 2023 (QA)2: Question Answering with Questionable Assumptions ACL 2023 Quintilian at SemEval-2023 Task 4: Grouped BERT for Multi-Label Classification SemEval 2023 ReCEval: Evaluating Reasoning Chains via Correctness and Informativeness EMNLP 2023 Referring Image Matting CVPR 2023 Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models Interspeech 2023 Rethinking the Event Coding Pipeline with Prompt Entailment EACL 2023 REV: Information-Theoretic Evaluation of Free-Text Rationales ACL 2023 Saama AI Research at SemEval-2023 Task 7: Exploring the Capabilities of Flan-T5 for Multi-evidence Natural Language Inference in Clinical Trial Data SemEval 2023 SCENE: Self-Labeled Counterfactuals for Extrapolating to Negative Examples EMNLP 2023 ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context Learning ACL 2023 SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes EMNLP 2023 Semantic Decomposition of Question and SQL for Text-to-SQL Parsing EMNLP 2023 SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data SemEval 2023 Sentence Embedder Guided Utterance Encoder (SEGUE) for Spoken Language Understanding Interspeech 2023 SETI: Systematicity Evaluation of Textual Inference ACL 2023 ShapeTalk: A Language Dataset and Framework for 3D Shape Edits and Deformations CVPR 2023 SinaAI at SemEval-2023 Task 3: A Multilingual Transformer Language Model-based Approach for the Detection of News Genre, Framing and Persuasion Techniques SemEval 2023 Sociocultural Norm Similarities and Differences via Situational Alignment and Explainable Textual Entailment EMNLP 2023 Sources of Hallucination by Large Language Models on Inference Tasks EMNLP 2023 Sren Kierkegaard at SemEval-2023 Task 4: Label-aware text classification using Natural Language Inference SemEval 2023