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Natural Language Inference

177 directly classified papers

Papers per year

Papers

ClaimDiff: Comparing and Contrasting Claims on Contentious Issues ACL 2023
NLMs: Augmenting Negation in Language Models EMNLP 2023
No Strong Feelings One Way or Another: Re-operationalizing Neutrality in Natural Language Inference ACL 2023
Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation EMNLP 2023
Argument mining as a multi-hop generative machine reading comprehension task EMNLP 2023
Sources of Hallucination by Large Language Models on Inference Tasks EMNLP 2023
Synthetic Dataset for Evaluating Complex Compositional Knowledge for Natural Language Inference ACL 2023
Discovering Highly Influential Shortcut Reasoning: An Automated Template-Free Approach EMNLP 2023
A fine-grained comparison of pragmatic language understanding in humans and language models ACL 2023
(QA)2: Question Answering with Questionable Assumptions ACL 2023
LogicAttack: Adversarial Attacks for Evaluating Logical Consistency of Natural Language Inference EMNLP 2023
Ecologically Valid Explanations for Label Variation in NLI EMNLP 2023
What does the Failure to Reason with “Respectively” in Zero/Few-Shot Settings Tell Us about Language Models? ACL 2023
With a Little Push, NLI Models can Robustly and Efficiently Predict Faithfulness ACL 2023
Towards Stable Natural Language Understanding via Information Entropy Guided Debiasing ACL 2023
Non-Autoregressive Sentence Ordering EMNLP 2023
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions ACL 2023
On Degrees of Freedom in Defining and Testing Natural Language Understanding ACL 2023
Conditional Natural Language Inference EMNLP 2023
TIMELINE: Exhaustive Annotation of Temporal Relations Supporting the Automatic Ordering of Events in News Articles EMNLP 2023
SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes EMNLP 2023
Zero-shot Temporal Relation Extraction with ChatGPT ACL 2023
CASE: Commonsense-Augmented Score with an Expanded Answer Space EMNLP 2023
Connective Prediction for Implicit Discourse Relation Recognition via Knowledge Distillation ACL 2023
Detecting Contradictory COVID-19 Drug Efficacy Claims from Biomedical Literature ACL 2023