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Artificial Intelligence › Core AI ›

Interpretability

7,318 papers

Papers per year

Papers

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

Adding Argumentation into Human Evaluation of Long Document Abstractive Summarization: A Case Study on Legal Opinions COLING 2024

ReproHum #0033-3: Comparable Relative Results with Lower Absolute Values in a Reproduction Study COLING 2024

Defining an Ontology for Museum Critical Cataloguing Terminology Guidelines COLING 2024

Probing Large Language Models from a Human Behavioral Perspective COLING 2024

A Perspectivist Corpus of Numbers in Social Judgements COLING 2024

Disagreement in Argumentation Annotation COLING 2024

Moral Disagreement over Serious Matters: Discovering the Knowledge Hidden in the Perspectives COLING 2024

Compiling and Exploring a Portuguese Parliamentary Corpus: ParlaMint-PT COLING 2024

Resources and Methods for Analysing Political Rhetoric and Framing in Parliamentary Debates COLING 2024