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

Penguins Don’t Fly: Reasoning about Generics through Instantiations and Exceptions EACL 2023

KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification ACL 2023

Weakly supervised hierarchical multi-task classification of customer questions ACL 2023

Clinical Contradiction Detection EMNLP 2023

CPIC at SemEval-2023 Task 7: GPT2-Based Model for Multi-evidence Natural Language Inference for Clinical Trial Data SEMEVAL 2023

Interventional Probing in High Dimensions: An NLI Case Study EACL 2023

Prompting for explanations improves Adversarial NLI. Is this true? {Yes} it is {true} because {it weakens superficial cues} EACL 2023

Simple Yet Effective Synthetic Dataset Construction for Unsupervised Opinion Summarization EACL 2023

Assessing Monotonicity Reasoning in Dutch through Natural Language Inference EACL 2023

Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models INTERSPEECH 2023

What does the Failure to Reason with “Respectively” in Zero/Few-Shot Settings Tell Us about Language Models? ACL 2023

SharPT: Shared Latent Space Prompt Tuning EACL 2023

PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers EACL 2023

Synthetic Dataset for Evaluating Complex Compositional Knowledge for Natural Language Inference ACL 2023

Evaluating the Robustness of Discrete Prompts EACL 2023

lasigeBioTM at SemEval-2023 Task 7: Improving Natural Language Inference Baseline Systems with Domain Ontologies ACL 2023

UDAPTER - Efficient Domain Adaptation Using Adapters EACL 2023

A weakly supervised textual entailment approach to zero-shot text classification EACL 2023

Rudolf Christoph Eucken at SemEval-2023 Task 4: An Ensemble Approach for Identifying Human Values from Arguments SEMEVAL 2023

Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations ACL 2023

Narrator or Character: Voice Modulation in an Expressive Multi-speaker TTS INTERSPEECH 2023

One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer EMNLP 2023

Exploring the Boundaries of GPT-4 in Radiology EMNLP 2023

SSNSheerinKavitha at SemEval-2023 Task 7: Semantic Rule Based Label Prediction Using TF-IDF and BM25 Techniques SEMEVAL 2023

Consistency Analysis of ChatGPT EMNLP 2023