Natural Language Inference

HU at SemEval-2026 Task 6: A Hybrid Discriminative Modeling of Political Clarity and Evasion SemEval 2026 Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models CoNLL 2025 Conditional Dichotomy Quantification via Geometric Embedding ACL 2025 Entailed Between the Lines: Incorporating Implication into NLI ACL 2025 LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference EMNLP 2025 MALTO at SemEval-2025 Task 3: Detecting Hallucinations in LLMs via Uncertainty Quantification and Larger Model Validation SemEval 2025 The Missing Parts: Augmenting Fact Verification with Half Truth Detection EMNLP 2025 Transitive self-consistency evaluation of NLI models without gold labels EMNLP 2025 Verification and Refinement of Natural Language Explanations through LLM-Symbolic Theorem Proving EMNLP 2024 ClaimDiff: Comparing and Contrasting Claims on Contentious Issues ACL 2023 Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning ACL 2022 MPII: Multi-Level Mutual Promotion for Inference and Interpretation ACL 2022 Structural Constraints and Natural Language Inference for End-to-End Flowchart Grounded Dialog Response Generation EMNLP 2022 Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM Model for Tabular Reasoning ACL 2022 Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance EMNLP 2021 Embracing Ambiguity: Shifting the Training Target of NLI Models ACL 2021 Fine-grained Factual Consistency Assessment for Abstractive Summarization Models EMNLP 2021 IndoNLI: A Natural Language Inference Dataset for Indonesian EMNLP 2021 KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference ACL 2021 LIREx: Augmenting Language Inference with Relevant Explanations AAAI 2021 Neural Natural Logic Inference for Interpretable Question Answering EMNLP 2021 On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings EMNLP 2021 Probing Language Models for Understanding of Temporal Expressions EMNLP 2021 RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms EMNLP 2021 Hierarchical Evidence Set Modeling for Automated Fact Extraction and Verification EMNLP 2020