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text classification

6793 papers

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TC

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large language model (13587) sentiment analysis (2084) transformer model (1996) transfer learning (5449) natural language processing (2034) named entity recognition (2813) hate speech detection (723) social media analysis (699) data augmentation (3052) language model (4599)

Papers

Detecting Impact Relevant Sections in Scientific Research COLING 2024
Polarized Opinion Detection Improves the Detection of Toxic Language EACL 2024
DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain COLING 2024
LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text EACL 2024
LEEC for Judicial Fairness: A Legal Element Extraction Dataset with Extensive Extra-Legal Labels IJCAI 2024
CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification EACL 2024
EcoVerse: An Annotated Twitter Dataset for Eco-Relevance Classification, Environmental Impact Analysis, and Stance Detection COLING 2024
Target-Adaptive Consistency Enhanced Prompt-Tuning for Multi-Domain Stance Detection COLING 2024
Constructing Indonesian-English Travelogue Dataset COLING 2024
Correcting Language Model Bias for Text Classification in True Zero-Shot Learning COLING 2024
Detecting Cybercrimes in Accordance with Pakistani Law: Dataset and Evaluation Using PLMs COLING 2024
M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection EACL 2024
Computational Modelling of Plurality and Definiteness in Chinese Noun Phrases COLING 2024
CrossTune: Black-Box Few-Shot Classification with Label Enhancement COLING 2024
Using Pre-Trained Language Models in an End-to-End Pipeline for Antithesis Detection COLING 2024
Japanese-English Sentence Translation Exercises Dataset for Automatic Grading EACL 2024
French GossipPrompts: Dataset For Prevention of Generating French Gossip Stories By LLMs EACL 2024
C-Journal: A Journaling Application for Detecting and Classifying Cognitive Distortions Using Deep-Learning Based on a Crowd-sourced Dataset COLING 2024
Towards a new Benchmark for Emotion Detection in NLP: A Unifying Framework of Recent Corpora EMNLP 2024
Putting Context in Context: the Impact of Discussion Structure on Text Classification EACL 2024
Classifying Social Media Users before and after Depression Diagnosis via Their Language Usage: A Dataset and Study COLING 2024
FRASIMED: A Clinical French Annotated Resource Produced through Crosslingual BERT-Based Annotation Projection COLING 2024
WangLab at MEDIQA-CORR 2024: Optimized LLM-based Programs for Medical Error Detection and Correction NAACL 2024
DUTh at SemEval 2024 Task 5: A multi-task learning approach for the Legal Argument Reasoning Task in Civil Procedure NAACL 2024
DIALECTBENCH: An NLP Benchmark for Dialects, Varieties, and Closely-Related Languages ACL 2024