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Natural Language Inference

680 directly classified papers

Papers per year

Papers

Improving the robustness of NLI models with minimax training ACL 2023
YNU-HPCC at SemEval-2023 Task7: Multi-evidence Natural Language Inference for Clinical Trial Data Based a BioBERT Model ACL 2023
lasigeBioTM at SemEval-2023 Task 7: Improving Natural Language Inference Baseline Systems with Domain Ontologies SEMEVAL 2023
Sren Kierkegaard at SemEval-2023 Task 4: Label-aware text classification using Natural Language Inference SEMEVAL 2023
Diplomat: A Dialogue Dataset for Situated PragMATic Reasoning NIPS 2023
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models NIPS 2023
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL 2023
Synthetic Dataset for Evaluating Complex Compositional Knowledge for Natural Language Inference ACL 2023
Saama AI Research at SemEval-2023 Task 7: Exploring the Capabilities of Flan-T5 for Multi-evidence Natural Language Inference in Clinical Trial Data SEMEVAL 2023
PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance NIPS 2023
Team INF-UFRGS at SemEval-2023 Task 7: Supervised Contrastive Learning for Pair-level Sentence Classification and Evidence Retrieval ACL 2023
KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification SEMEVAL 2023
Quintilian at SemEval-2023 Task 4: Grouped BERT for Multi-Label Classification ACL 2023
No Strong Feelings One Way or Another: Re-operationalizing Neutrality in Natural Language Inference ACL 2023
PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition ACL 2023
CPIC at SemEval-2023 Task 7: GPT2-Based Model for Multi-evidence Natural Language Inference for Clinical Trial Data ACL 2023
Detecting Contradictory COVID-19 Drug Efficacy Claims from Biomedical Literature ACL 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
PROPRES: Investigating the Projectivity of Presupposition with Various Triggers and Environments EMNLP 2023
ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context Learning ACL 2023
Clemson NLP at SemEval-2023 Task 7: Applying GatorTron to Multi-Evidence Clinical NLI ACL 2023
PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers EACL 2023
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types ACL 2023
AMR-TST: Abstract Meaning Representation-based Text Style Transfer ACL 2023
Hunt for Buried Treasures: Extracting Unclaimed Embodiments from Patent Specifications ACL 2023