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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

A Privacy-Preserving Corpus for Occupational Health in Spanish: Evaluation for NER and Classification Tasks NAACL 2024
Leveraging pre-trained language models for linguistic analysis: A case of argument structure constructions EMNLP 2024
McRock at SemEval-2024 Task 4: Mistral 7B for Multilingual Detection of Persuasion Techniques In Memes SEMEVAL 2024
HausaHate: An Expert Annotated Corpus for Hausa Hate Speech Detection NAACL 2024
Open-world Multi-label Text Classification with Extremely Weak Supervision EMNLP 2024
SimLLM: Detecting Sentences Generated by Large Language Models Using Similarity between the Generation and its Re-generation EMNLP 2024
SuteAlbastre at SemEval-2024 Task 4: Predicting Propaganda Techniques in Multilingual Memes using Joint Text and Vision Transformers SEMEVAL 2024
Balancing Transparency and Accuracy: A Comparative Analysis of Rule-Based and Deep Learning Models in Political Bias Classification EMNLP 2024
Towards Detecting Lexical Change of Hate Speech in Historical Data EMNLP 2023
Combining Active Learning and Task Adaptation with BERT for Cost-Effective Annotation of Social Media Datasets ACL 2023
Semantics Squad at BLP-2023 Task 2: Sentiment Analysis of Bangla Text with Fine Tuned Transformer Based Models EMNLP 2023
A Dataset for Investigating the Impact of Context for Offensive Language Detection in Tweets EMNLP 2023
Respectful or Toxic? Using Zero-Shot Learning with Language Models to Detect Hate Speech ACL 2023
UNIDECOR: A Unified Deception Corpus for Cross-Corpus Deception Detection ACL 2023
Discourse Mode Categorization of Bengali Social Media Health Text ACL 2023
SemEval-2023 Task 3: Detecting the Category, the Framing, and the Persuasion Techniques in Online News in a Multi-lingual Setup ACL 2023
Sentimental Matters - Predicting Literary Quality by Sentiment Analysis and Stylometric Features ACL 2023
GSAC: A Gujarati Sentiment Analysis Corpus from Twitter ACL 2023
Harmful Language Datasets: An Assessment of Robustness ACL 2023
Howard University Computer Science at SemEval-2023 Task 12: A 2-Step System Design for Multilingual Sentiment Classification with Language Identification ACL 2023
FTD at SemEval-2023 Task 3: News Genre and Propaganda Detection by Comparing Mono- and Multilingual Models with Fine-tuning on Additional Data SEMEVAL 2023
SemEval-2023 Task 8: Causal Medical Claim Identification and Related PIO Frame Extraction from Social Media Posts ACL 2023
Tübingen at SemEval-2023 Task 4: What Can Stance Tell? A Computational Study on Detecting Human Values behind Arguments SEMEVAL 2023
IUST_NLP at SemEval-2023 Task 10: Explainable Detecting Sexism with Transformers and Task-adaptive Pretraining SEMEVAL 2023
AntContentTech at SemEval-2023 Task 6: Domain-adaptive Pretraining and Auxiliary-task Learning for Understanding Indian Legal Texts SEMEVAL 2023