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

RaggedyFive at SemEval-2025 Task 3: Hallucination Span Detection Using Unverifiable Answer Detection ACL 2025

HausaNLP at SemEval-2025 Task 3: Towards a Fine-Grained Model-Aware Hallucination Detection ACL 2025

Reference-Guided Verdict: LLMs-as-Judges in Automatic Evaluation of Free-Form QA EMNLP 2025

Entailed Between the Lines: Incorporating Implication into NLI ACL 2025

ExpliCa: Evaluating Explicit Causal Reasoning in Large Language Models ACL 2025

Batayan: A Filipino NLP benchmark for evaluating Large Language Models ACL 2025

Construction Identification and Disambiguation Using BERT: A Case Study of NPN ACL 2025

Natural Logic at the Core: Dynamic Rewards for Entailment Tree Generation ACL 2025

A MISMATCHED Benchmark for Scientific Natural Language Inference ACL 2025

Do Emotions Really Affect Argument Convincingness? A Dynamic Approach with LLM-based Manipulation Checks ACL 2025

“You are Beautiful, Body Image Stereotypes are Ugly!” BIStereo: A Benchmark to Measure Body Image Stereotypes in Language Models ACL 2025

𝛿-Stance: A Large-Scale Real World Dataset of Stances in Legal Argumentation ACL 2025

REPA: Russian Error Types Annotation for Evaluating Text Generation and Judgment Capabilities ACL 2025

MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models EMNLP 2025

S2LPP: Small-to-Large Prompt Prediction across LLMs EMNLP 2025

T5-Medical at SemEval-2024 Task 2: Using T5 Medical Embedding for Natural Language Inference on Clinical Trial Data SEMEVAL 2024

SEME at SemEval-2024 Task 2: Comparing Masked and Generative Language Models on Natural Language Inference for Clinical Trials SEMEVAL 2024

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

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

YNU-HPCC at SemEval-2024 Task 2: Applying DeBERTa-v3-large to Safe Biomedical Natural Language Inference for Clinical Trials SEMEVAL 2024

UniBuc at SemEval-2024 Task 2: Tailored Prompting with Solar for Clinical NLI SEMEVAL 2024

Investigating the Robustness of Modelling Decisions for Few-Shot Cross-Topic Stance Detection: A Preregistered Study COLING 2024

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