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Natural Language Inference

680 directly classified papers

Papers per year

Papers

Sociocultural Norm Similarities and Differences via Situational Alignment and Explainable Textual Entailment EMNLP 2023
FII SMART at SemEval 2023 Task7: Multi-evidence Natural Language Inference for Clinical Trial Data ACL 2023
Jamp: Controlled Japanese Temporal Inference Dataset for Evaluating Generalization Capacity of Language Models ACL 2023
Improving Distantly Supervised Relation Extraction by Natural Language Inference AAAI 2023
Rethinking the Event Coding Pipeline with Prompt Entailment EACL 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
Assessing Monotonicity Reasoning in Dutch through Natural Language Inference EACL 2023
PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers EACL 2023
Team INF-UFRGS at SemEval-2023 Task 7: Supervised Contrastive Learning for Pair-level Sentence Classification and Evidence Retrieval ACL 2023
Textual Entailment for Temporal Dependency Graph Parsing ACL 2023
Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning EACL 2023
A weakly supervised textual entailment approach to zero-shot text classification EACL 2023
Evaluating the Effectiveness of Natural Language Inference for Hate Speech Detection in Languages with Limited Labeled Data ACL 2023
YNU-HPCC at SemEval-2023 Task7: Multi-evidence Natural Language Inference for Clinical Trial Data Based a BioBERT Model ACL 2023
PAI at SemEval-2023 Task 2: A Universal System for Named Entity Recognition with External Entity Information ACL 2023
lasigeBioTM at SemEval-2023 Task 7: Improving Natural Language Inference Baseline Systems with Domain Ontologies SEMEVAL 2023
NCUEE-NLP at SemEval-2023 Task 7: Ensemble Biomedical LinkBERT Transformers in Multi-evidence Natural Language Inference for Clinical Trial Data SEMEVAL 2023
Adjective Scale Probe: Can Language Models Encode Formal Semantics Information? AAAI 2023
Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations ACL 2023
Generic Temporal Reasoning with Differential Analysis and Explanation ACL 2023
When Truth Matters - Addressing Pragmatic Categories in Natural Language Inference (NLI) by Large Language Models (LLMs) ACL 2023
SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data SEMEVAL 2023
Evaluating and Modeling Attribution for Cross-Lingual Question Answering EMNLP 2023
SinaAI at SemEval-2023 Task 3: A Multilingual Transformer Language Model-based Approach for the Detection of News Genre, Framing and Persuasion Techniques SEMEVAL 2023