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Natural Language Inference

680 directly classified papers

Papers per year

Papers

GenWebNovel: A Genre-oriented Corpus of Entities in Chinese Web Novels COLING 2025
Automating Legal Interpretation with LLMs: Retrieval, Generation, and Evaluation ACL 2025
AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction NAACL 2025
Dually Self-Improved Counterfactual Data Augmentation Using Large Language Model ACL 2025
Extractive Fact Decomposition for Interpretable Natural Language Inference in one Forward Pass EMNLP 2025
Semantic-Eval : A Semantic Comprehension Evaluation Framework for Large Language Models Generation without Training ACL 2025
NLI under the Microscope: What Atomic Hypothesis Decomposition Reveals NAACL 2025
Less Mature is More Adaptable for Sentence-level Language Modeling ACL 2025
SymBa: Symbolic Backward Chaining for Structured Natural Language Reasoning NAACL 2025
Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations ACL 2025
Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions EMNLP 2025
Do Language Models Have Semantics? On the Five Standard Positions ACL 2025
RankedCOMET: Elevating a 2022 Baseline to a Top-5 Finish in the WMT 2025 QE Task EMNLP 2025
A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability ACL 2025
Fact Verification on Knowledge Graph via Programmatic Graph Reasoning EMNLP 2025
SemQA: Evaluating Evidence with Question Embeddings and Answer Entailment for Fact Verification ACL 2025
CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking NAACL 2025
From RAG to Reality: Coarse-Grained Hallucination Detection via NLI Fine-Tuning ACL 2025
Legal Fact Prediction: The Missing Piece in Legal Judgment Prediction EMNLP 2025
Merging Two Grammar Worlds: Exploring the Relationship between Universal Dependencies and Signal Temporal Logic IJCNLP 2025
LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference EMNLP 2025
Co-Eval: Augmenting LLM-based Evaluation with Machine Metrics EMNLP 2025
Rule Discovery for Natural Language Inference Data Generation Using Out-of-Distribution Detection EMNLP 2025
Context and POS in Action: A Comparative Study of Chinese Homonym Disambiguation in Human and Language Models EMNLP 2025
LLMSR@XLLM25: Integrating Reasoning Prompt Strategies with Structural Prompt Formats for Enhanced Logical Inference ACL 2025