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Papers
Accurate and Well-Calibrated ICD Code Assignment Through Attention Over Diverse Label Embeddings
EACL 2024
A Characterization of Multioutput Learnability
JMLR 2024
A Coarse-to-Fine Prototype Learning Approach for Multi-Label Few-Shot Intent Detection
EMNLP 2024
A Comparative Analysis of Noise Reduction Methods in Sentiment Analysis on Noisy Bangla Texts
EACL 2024
Active Batch Sampling for Multi-Label Classification With Binary User Feedback
WACV 2024
A Joint Framework with Heterogeneous-Relation-Aware Graph and Multi-Channel Label Enhancing Strategy for Event Causality Extraction
AAAI 2024
A Multilabel Classification Framework for Approximate Nearest Neighbor Search
JMLR 2024
A Multi-Label Dataset of French Fake News: Human and Machine Insights
COLING 2024
A multi-level multi-label text classification dataset of 19th century Ottoman and Russian literary and critical texts
ACL 2024
A Multi-Task Transformer Model for Fine-grained Labelling of Chest X-Ray Reports
COLING 2024
Analyzing the Dynamics of Climate Change Discourse on Twitter: A New Annotated Corpus and Multi-Aspect Classification
COLING 2024
A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents
EMNLP 2024
AraTar: A Corpus to Support the Fine-grained Detection of Hate Speech Targets in the Arabic Language
COLING 2024
Attention Based Document-level Relation Extraction with None Class Ranking Loss
IJCAI 2024
Attention-Induced Embedding Imputation for Incomplete Multi-View Partial Multi-Label Classification
AAAI 2024
Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification
COLING 2024
BAMBAS at SemEval-2024 Task 4: How far can we get without looking at hierarchies?
SemEval 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
Biasly: An Expert-Annotated Dataset for Subtle Misogyny Detection and Mitigation
ACL 2024
CAMAL: A Novel Dataset for Multi-label Conversational Argument Move Analysis
COLING 2024
CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition
AAAI 2024
Cardinality-Aware Set Prediction and Top-k Classification
NeurIPS 2024
Characterizing Information Seeking Events in Health-Related Social Discourse
AAAI 2024
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks
ACL 2024
CLaC at SemEval-2024 Task 4: Decoding Persuasion in Memes – An Ensemble of Language Models with Paraphrase Augmentation
SemEval 2024