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Interpretability

7,452 papers

Papers per year

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Papers

Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning COLING 2024
Step Feasibility-Aware and Error-Correctable Entailment Tree Generation COLING 2024
Stories and Personal Experiences in the COVID-19 Discourse COLING 2024
Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction COLING 2024
Text Style Transfer Evaluation Using Large Language Models COLING 2024
The Key Points: Using Feature Importance to Identify Shortcomings in Sign Language Recognition Models COLING 2024
Theoretical and Empirical Advantages of Dense-Vector to One-Hot Encoding of Intent Classes in Open-World Scenarios COLING 2024
The Role of Syntactic Span Preferences in Post-Hoc Explanation Disagreement COLING 2024
To Err Is Human, How about Medical Large Language Models? Comparing Pre-trained Language Models for Medical Assessment Errors and Reliability COLING 2024
Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset COLING 2024
Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation COLING 2024
Transformer-based Joint Modelling for Automatic Essay Scoring and Off-Topic Detection COLING 2024
Triple-R: Automatic Reasoning for Fact Verification Using Language Models COLING 2024
Trustworthiness and Self-awareness in Large Language Models: An Exploration through the Think-Solve-Verify Framework COLING 2024
Tug-of-War between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models COLING 2024
Unveiling Vulnerability of Self-Attention COLING 2024
Using Persuasive Writing Strategies to Explain and Detect Health Misinformation COLING 2024
What Do Transformers Know about Government? COLING 2024
Which Sense Dominates Multisensory Semantic Understanding? A Brain Decoding Study COLING 2024
XAI-Attack: Utilizing Explainable AI to Find Incorrectly Learned Patterns for Black-Box Adversarial Example Creation COLING 2024
Mining, Assessing, and Improving Arguments in NLP and the Social Sciences COLING 2024
Medical-FLAVORS: A Figurative Language and Vocabulary Open Repository for Spanish in the Medical Domain COLING 2024
Symbolic Learning of Rules for Semantic Relation Types Identification in French Genitive Postnominal Prepositional Phrases COLING 2024
Idiom Complexity in Apple-Pie Order: The Disentanglement of Decomposability and Transparency COLING 2024
Legal Science and Compute Science: A Preliminary Discussions on How to Represent the “Penumbra” Cone with AI COLING 2024