natural language inference

1278 papers

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Also known as

XNLI SNLI MNLI NLI BERT NLI OR NULL NER NLU

Co-occurring keywords

text classification (6776) large language model (12755) question answering (2904) textual entailment (241) transfer learning (5442) zero-shot learning (3637) semantic analysis (785) language model (4573) evidence retrieval (229) few-shot learning (3390)

Papers

A Hypothesis-Driven Framework for the Analysis of Self-Rationalising Models EACL 2024

New Datasets for Automatic Detection of Textual Entailment and of Contradictions between Sentences in French COLING 2024

LongDocFACTScore: Evaluating the Factuality of Long Document Abstractive Summarisation COLING 2024

In-context Learning Generalizes, But Not Always Robustly: The Case of Syntax NAACL 2024

CLULab-UofA at SemEval-2024 Task 8: Detecting Machine-Generated Text Using Triplet-Loss-Trained Text Similarity and Text Classification NAACL 2024

ImplicaTR: A Granular Dataset for Natural Language Inference and Pragmatic Reasoning in Turkish ACL 2024

0x.Yuan at SemEval-2024 Task 2: Agents Debating can reach consensus and produce better outcomes in Medical NLI task SEMEVAL 2024

QUITE: Quantifying Uncertainty in Natural Language Text in Bayesian Reasoning Scenarios EMNLP 2024

Verification and Refinement of Natural Language Explanations through LLM-Symbolic Theorem Proving EMNLP 2024

SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials SEMEVAL 2024

CaresAI at SemEval-2024 Task 2: Improving Natural Language Inference in Clinical Trial Data using Model Ensemble and Data Explanation SEMEVAL 2024

ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024

Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic EMNLP 2024

SI-NLI: A Slovene Natural Language Inference Dataset and Its Evaluation COLING 2024

HIT-MI&T Lab at SemEval-2024 Task 6: DeBERTa-based Entailment Model is a Reliable Hallucination Detector SEMEVAL 2024

Evaluating Generative Language Models in Information Extraction as Subjective Question Correction COLING 2024

CLaC at SemEval-2024 Task 2: Faithful Clinical Trial Inference SEMEVAL 2024

Refining and Synthesis: A Simple yet Effective Data Augmentation Framework for Cross-Domain Aspect-based Sentiment Analysis ACL 2024

SIGA: A Naturalistic NLI Dataset of English Scalar Implicatures with Gradable Adjectives COLING 2024

The ELCo Dataset: Bridging Emoji and Lexical Composition COLING 2024

AIpom at SemEval-2024 Task 8: Detecting AI-produced Outputs in M4 SEMEVAL 2024

SU-FMI at SemEval-2024 Task 5: From BERT Fine-Tuning to LLM Prompt Engineering - Approaches in Legal Argument Reasoning SEMEVAL 2024

Multilingual Sentence-T5: Scalable Sentence Encoders for Multilingual Applications COLING 2024

Is Modularity Transferable? A Case Study through the Lens of Knowledge Distillation COLING 2024

HW-TSC 2024 Submission for the SemEval-2024 Task 1: Semantic Textual Relatedness (STR) SEMEVAL 2024