conftrace_

multilabel classification

75 papers

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Co-occurring keywords

text classification (6793) multi-label classification (1009) persuasion detection (134) hierarchical classification (240) transformer model (1996) multiclass classification (181) binary classification (678) large language model (13587) label hierarchy (36) emotion detection (315)

Papers

Just Read the Codebook! Make Use of Quality Codebooks in Zero-Shot Classification of Multilabel Frame Datasets COLING 2025
indiDataMiner at SemEval-2025 Task 11: From Text to Emotion: Transformer-Based Models for Emotions Detection in Indian Languages ACL 2025
LATE-GIL-NLP at SemEval-2025 Task 11: Multi-Language Emotion Detection and Intensity Classification Using Transformer Models with Optimized Loss Functions for Imbalanced Data SEMEVAL 2025
HebID: Detecting Social Identities in Hebrew-language Political Text EMNLP 2025
NYCU-NLP at SemEval-2025 Task 11: Assembling Small Language Models for Multilabel Emotion Detection and Intensity Prediction ACL 2025
FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis EMNLP 2025
Multilabel Classification of Persuasion Techniques with self-improving LLM agent: SlavicNLP 2025 Shared Task ACL 2025
Fralak at SemEval-2024 Task 4: combining RNN-generated hierarchy paths with simple neural nets for hierarchical multilabel text classification in a multilingual zero-shot setting NAACL 2024
Revisiting Hierarchical Text Classification: Inference and Metrics EMNLP 2024
Revisiting Hierarchical Text Classification: Inference and Metrics CONLL 2024
BERTastic at SemEval-2024 Task 4: State-of-the-Art Multilingual Propaganda Detection in Memes via Zero-Shot Learning with Vision-Language Models SEMEVAL 2024
MIPD: Exploring Manipulation and Intention In a Novel Corpus of Polish Disinformation EMNLP 2024
BAMBAS at SemEval-2024 Task 4: How far can we get without looking at hierarchies? NAACL 2024
On the calibration of powerset speaker diarization models INTERSPEECH 2024
RDproj at SemEval-2024 Task 4: An Ensemble Learning Approach for Multilingual Detection of Persuasion Techniques in Memes NAACL 2024
McRock at SemEval-2024 Task 4: Mistral 7B for Multilingual Detection of Persuasion Techniques In Memes SEMEVAL 2024
A Characterization of Multioutput Learnability JMLR 2024
RDproj at SemEval-2024 Task 4: An Ensemble Learning Approach for Multilingual Detection of Persuasion Techniques in Memes SEMEVAL 2024
Online Learning with Set-valued Feedback COLT 2024
EmoMix-3L: A Code-Mixed Dataset for Bangla-English-Hindi for Emotion Detection COLING 2024
A Multilabel Classification Framework for Approximate Nearest Neighbor Search JMLR 2024
GerDISDETECT: A German Multilabel Dataset for Disinformation Detection COLING 2024
The iNaturalist Sounds Dataset NIPS 2024
Multilingual Multifaceted Understanding of Online News in Terms of Genre, Framing, and Persuasion Techniques ACL 2023
A Two-Stage Decoder for Efficient ICD Coding ACL 2023