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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

Hidetsune at SemEval-2024 Task 3: A Simple Textual Approach to Emotion Classification and Emotion Cause Analysis in Conversations Using Machine Learning and Next Sentence Prediction SEMEVAL 2024
Kathlalu at SemEval-2024 Task 8: A Comparative Analysis of Binary Classification Methods for Distinguishing Between Human and Machine-generated Text SEMEVAL 2024
Sharif-MGTD at SemEval-2024 Task 8: A Transformer-Based Approach to Detect Machine Generated Text SEMEVAL 2024
Large Language Models Provide Human-Level Medical Text Snippet Labeling NAACL 2024
I2C-Huelva at SemEval-2024 Task 8: Boosting AI-Generated Text Detection with Multimodal Models and Optimized Ensembles SEMEVAL 2024
Fairness in Automated Essay Scoring: A Comparative Analysis of Algorithms on German Learner Essays from Secondary Education NAACL 2024
muNERa at WojoodNER 2024: Multi-tasking NER Approach ACL 2024
Automatic Crossword Clues Extraction for Language Learning NAACL 2024
WangLab at MEDIQA-CORR 2024: Optimized LLM-based Programs for Medical Error Detection and Correction NAACL 2024
Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning NAACL 2024
Beyond Flesch-Kincaid: Prompt-based Metrics Improve Difficulty Classification of Educational Texts NAACL 2024
Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales NAACL 2024
Automated Scoring of Clinical Patient Notes: Findings From the Kaggle Competition and Their Translation into Practice NAACL 2024
JusticeLeague at FIGNEWS 2024 Shared Task: Innovations in Bias Annotation ACL 2024
SINAI at SemEval-2024 Task 8: Fine-tuning on Words and Perplexity as Features for Detecting Machine Written Text SEMEVAL 2024
ViGLUE: A Vietnamese General Language Understanding Benchmark and Analysis of Vietnamese Language Models NAACL 2024
A World CLASSE Student Summary Corpus NAACL 2024
Saama Technologies at EHRSQL 2024: SQL Generation through Classification Answer Selector by LLM NAACL 2024
A Multi-Faceted NLP Analysis of Misinformation Spreaders in Twitter ACL 2024
PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits NAACL 2024
Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning NAACL 2024
Climate Policy Transformer: Utilizing NLP to track the coherence of Climate Policy Documents in the Context of the Paris Agreement ACL 2024
A Generic Method for Fine-grained Category Discovery in Natural Language Texts EMNLP 2024
In-Context Example Ordering Guided by Label Distributions NAACL 2024
NLP for Counterspeech against Hate: A Survey and How-To Guide NAACL 2024