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Natural Language Inference

26 directly classified papers

Papers per year

Papers

Conditional Dichotomy Quantification via Geometric Embedding ACL 2025
Entailed Between the Lines: Incorporating Implication into NLI ACL 2025
Transitive self-consistency evaluation of NLI models without gold labels EMNLP 2025
LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference EMNLP 2025
The Missing Parts: Augmenting Fact Verification with Half Truth Detection 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
Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM Model for Tabular 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
Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning ACL 2022
LIREx: Augmenting Language Inference with Relevant Explanations AAAI 2021
KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference ACL 2021
Embracing Ambiguity: Shifting the Training Target of NLI Models ACL 2021
Fine-grained Factual Consistency Assessment for Abstractive Summarization Models EMNLP 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
RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms EMNLP 2021
IndoNLI: A Natural Language Inference Dataset for Indonesian EMNLP 2021
Probing Language Models for Understanding of Temporal Expressions EMNLP 2021
Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance EMNLP 2021
Hierarchical Evidence Set Modeling for Automated Fact Extraction and Verification EMNLP 2020
Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language Explanations ACL 2020
HellaSwag: Can a Machine Really Finish Your Sentence? ACL 2019
AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples ACL 2018