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

TLDR at SemEval-2024 Task 2: T5-generated clinical-Language summaries for DeBERTa Report Analysis SEMEVAL 2024

Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts ACL 2024

Distilling Robustness into Natural Language Inference Models with Domain-Targeted Augmentation ACL 2024

More Labels or Cases? Assessing Label Variation in Natural Language Inference EACL 2024

GProofT: A Multi-dimension Multi-round Fact Checking Framework Based on Claim Fact Extraction EMNLP 2024

D-NLP at SemEval-2024 Task 2: Evaluating Clinical Inference Capabilities of Large Language Models SEMEVAL 2024

Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples ACL 2024

Accurate and Nuanced Open-QA Evaluation Through Textual Entailment ACL 2024

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

SQUad at FIGNEWS 2024 Shared Task: Unmasking Bias in Social Media Through Data Analysis and Annotation ACL 2024

Unknown Claims: Generation of Fact-Checking Training Examples from Unstructured and Structured Data EMNLP 2024

Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference IJCAI 2024

Don’t Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations EACL 2024

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

Natural Language-centered Inference Network for Multi-modal Fake News Detection IJCAI 2024

Reference-Free Estimation of the Quality of Clinical Notes Generated from Doctor-Patient Conversations INTERSPEECH 2024

Solving NLP Problems through Human-System Collaboration: A Discussion-based Approach EACL 2024

HalluSafe at SemEval-2024 Task 6: An NLI-based Approach to Make LLMs Safer by Better Detecting Hallucinations and Overgeneration Mistakes SEMEVAL 2024

To Tell The Truth: Language of Deception and Language Models NAACL 2024

Lisbon Computational Linguists at SemEval-2024 Task 2: Using a Mistral-7B Model and Data Augmentation SEMEVAL 2024

On the Role of Summary Content Units in Text Summarization Evaluation NAACL 2024

OYXOY: A Modern NLP Test Suite for Modern Greek EACL 2024

AILS-NTUA at SemEval-2024 Task 6: Efficient model tuning for hallucination detection and analysis NAACL 2024

AlignBench: Benchmarking Chinese Alignment of Large Language Models ACL 2024

Strong hallucinations from negation and how to fix them ACL 2024