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Natural Language Inference

680 directly classified papers

Papers per year

Papers

Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation EMNLP 2024
Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic EMNLP 2024
ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024
Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models EMNLP 2024
How Hard is this Test Set? NLI Characterization by Exploiting Training Dynamics EMNLP 2024
Verification and Refinement of Natural Language Explanations through LLM-Symbolic Theorem Proving EMNLP 2024
Translation Errors Significantly Impact Low-Resource Languages in Cross-Lingual Learning EACL 2024
ImplicaTR: A Granular Dataset for Natural Language Inference and Pragmatic Reasoning in Turkish ACL 2024
Discovering and Articulating Frames of Communication from Social Media Using Chain-of-Thought Reasoning EACL 2024
K-QA: A Real-World Medical Q&A Benchmark ACL 2024
Distilling Robustness into Natural Language Inference Models with Domain-Targeted Augmentation ACL 2024
WSC+: Enhancing The Winograd Schema Challenge Using Tree-of-Experts EACL 2024
Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning ACL 2024
A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus ACL 2024
Item Response Theory for Natural Language Processing EACL 2024
It is not True that Transformers are Inductive Learners: Probing NLI Models with External Negation EACL 2024
FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction ACL 2024
Atomic Inference for NLI with Generated Facts as Atoms EMNLP 2024
EconNLI: Evaluating Large Language Models on Economics Reasoning ACL 2024
Enhancing Legal Violation Identification with LLMs and Deep Learning Techniques: Achievements in the LegalLens 2024 Competition EMNLP 2024
SEME at SemEval-2024 Task 2: Comparing Masked and Generative Language Models on Natural Language Inference for Clinical Trials NAACL 2024
CRCL at SemEval-2024 Task 2: Simple prompt optimizations NAACL 2024
In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search EMNLP 2024
NYCU-NLP at SemEval-2024 Task 2: Aggregating Large Language Models in Biomedical Natural Language Inference for Clinical Trials NAACL 2024
CERET: Cost-Effective Extrinsic Refinement for Text Generation NAACL 2024