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

Toward Zero-Shot Instruction Following EACL 2024

RGAT at SemEval-2024 Task 2: Biomedical Natural Language Inference using Graph Attention Network SEMEVAL 2024

MARiA at SemEval 2024 Task-6: Hallucination Detection Through LLMs, MNLI, and Cosine similarity SEMEVAL 2024

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

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

DeepPavlov at SemEval-2024 Task 6: Detection of Hallucinations and Overgeneration Mistakes with an Ensemble of Transformer-based Models SEMEVAL 2024

Who Said What: Formalization and Benchmarks for the Task of Quote Attribution COLING 2024

InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification ACL 2024

One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation ACL 2024

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

USMBA-NLP at SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials using Bert SEMEVAL 2024

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

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

CRCL at SemEval-2024 Task 2: Simple prompt optimizations SEMEVAL 2024

IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical Trials NAACL 2024

VTQA: Visual Text Question Answering via Entity Alignment and Cross-Media Reasoning CVPR 2024

AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation NAACL 2024

M3D: MultiModal MultiDocument Fine-Grained Inconsistency Detection EMNLP 2024

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

Atomic Inference for NLI with Generated Facts as Atoms EMNLP 2024

Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4 SEMEVAL 2024

Transitive Consistency Constrained Learning for Entity-to-Entity Stance Detection ACL 2024

Plausible Extractive Rationalization through Semi-Supervised Entailment Signal ACL 2024

Can We Identify Stance without Target Arguments? A Study for Rumour Stance Classification COLING 2024

Citation-Enhanced Generation for LLM-based Chatbots ACL 2024