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natural language inference

1278 papers

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Also known as

NLI

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

Refining and Synthesis: A Simple yet Effective Data Augmentation Framework for Cross-Domain Aspect-based Sentiment Analysis ACL 2024
Strong hallucinations from negation and how to fix them ACL 2024
Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data Selection ACL 2024
FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction ACL 2024
CaresAI at SemEval-2024 Task 2: Improving Natural Language Inference in Clinical Trial Data using Model Ensemble and Data Explanation NAACL 2024
SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials NAACL 2024
A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus ACL 2024
Paraphrase Identification via Textual Inference NAACL 2024
Rethinking STS and NLI in Large Language Models EACL 2024
Don’t Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations EACL 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
Designing NLP Systems That Adapt to Diverse Worldviews COLING 2024
Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation Tasks EACL 2024
OYXOY: A Modern NLP Test Suite for Modern Greek EACL 2024
Characterizing the Confidence of Large Language Model-Based Automatic Evaluation Metrics EACL 2024
A Hypothesis-Driven Framework for the Analysis of Self-Rationalising Models EACL 2024
Toward Zero-Shot Instruction Following EACL 2024
Constructions Are So Difficult That Even Large Language Models Get Them Right for the Wrong Reasons COLING 2024
VTQA: Visual Text Question Answering via Entity Alignment and Cross-Media Reasoning CVPR 2024
It is not True that Transformers are Inductive Learners: Probing NLI Models with External Negation EACL 2024
Citation-Enhanced Generation for LLM-based Chatbots ACL 2024
0x.Yuan at SemEval-2024 Task 2: Agents Debating can reach consensus and produce better outcomes in Medical NLI task SEMEVAL 2024
LMU-BioNLP at SemEval-2024 Task 2: Large Diverse Ensembles for Robust Clinical NLI SEMEVAL 2024
USMBA-NLP at SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials using Bert SEMEVAL 2024