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Classification

15,289 papers

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Papers

Partially Interpretable Models with Guarantees on Coverage and Accuracy ALT 2024
Predictor-Rejector Multi-Class Abstention: Theoretical Analysis and Algorithms ALT 2024
Multiclass Online Learnability under Bandit Feedback ALT 2024
Tight bounds for maximum $\ell_1$-margin classifiers ALT 2024
A Challenge Dataset and Effective Models for Conversational Stance Detection COLING 2024
A Corpus of Spontaneous L2 English Speech for Real-situation Speaking Assessment COLING 2024
Action and Reaction Go Hand in Hand! a Multi-modal Dialogue Act Aided Sarcasm Identification COLING 2024
Active Learning Design Choices for NER with Transformers COLING 2024
Adding SPICE to Life: Speaker Profiling in Multiparty Conversations COLING 2024
A Hierarchical Sequence-to-Set Model with Coverage Mechanism for Aspect Category Sentiment Analysis COLING 2024
A Multi-Label Dataset of French Fake News: Human and Machine Insights COLING 2024
Analyzing Large Language Models’ Capability in Location Prediction COLING 2024
Analyzing Symptom-based Depression Level Estimation through the Prism of Psychiatric Expertise COLING 2024
Analyzing the Dynamics of Climate Change Discourse on Twitter: A New Annotated Corpus and Multi-Aspect Classification COLING 2024
An LCF-IDF Document Representation Model Applied to Long Document Classification COLING 2024
Annotation and Classification of Relevant Clauses in Terms-and-Conditions Contracts COLING 2024
Announcing the Prague Discourse Treebank 3.0 COLING 2024
Article Classification with Graph Neural Networks and Multigraphs COLING 2024
Assessing the Efficacy of Grammar Error Correction: A Human Evaluation Approach in the Japanese Context COLING 2024
Automatic Animacy Classification for Romanian Nouns COLING 2024
Automatic Authorship Analysis in Human-AI Collaborative Writing COLING 2024
Automatic Punctuation Model for Spanish Live Transcriptions COLING 2024
Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification COLING 2024
BigNLI: Native Language Identification with Big Bird Embeddings COLING 2024
Bridging the Code Gap: A Joint Learning Framework across Medical Coding Systems COLING 2024