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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

It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis Performance ACL 2024
To Learn or Not to Learn: Replaced Token Detection for Learning the Meaning of Negation COLING 2024
Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to Luxembourgish COLING 2024
Prompt Learning with Extended Kalman Filter for Pre-trained Language Models IJCAI 2024
Beyond Recognising Entailment: Formalising Natural Language Inference from an Argumentative Perspective ACL 2024
SI-NLI: A Slovene Natural Language Inference Dataset and Its Evaluation COLING 2024
The Syntactic Acceptability Dataset (Preview): A Resource for Machine Learning and Linguistic Analysis of English COLING 2024
FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction ACL 2024
Investigating the Robustness of Modelling Decisions for Few-Shot Cross-Topic Stance Detection: A Preregistered Study COLING 2024
Estimating the Causal Effects of Natural Logic Features in Transformer-Based NLI Models COLING 2024
Evaluating Gender Bias of Pre-trained Language Models in Natural Language Inference by Considering All Labels COLING 2024
Is Modularity Transferable? A Case Study through the Lens of Knowledge Distillation COLING 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
Constructions Are So Difficult That Even Large Language Models Get Them Right for the Wrong Reasons COLING 2024
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity COLING 2024
Evaluating Generative Language Models in Information Extraction as Subjective Question Correction COLING 2024
Multilingual Sentence-T5: Scalable Sentence Encoders for Multilingual Applications COLING 2024
OYXOY: A Modern NLP Test Suite for Modern Greek EACL 2024
Sentence Representations via Gaussian Embedding EACL 2024
Rethinking STS and NLI in Large Language Models EACL 2024
UniBuc at SemEval-2024 Task 2: Tailored Prompting with Solar for Clinical NLI SEMEVAL 2024
Toward Zero-Shot Instruction Following EACL 2024
Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4 SEMEVAL 2024
0x.Yuan at SemEval-2024 Task 2: Agents Debating can reach consensus and produce better outcomes in Medical NLI task SEMEVAL 2024