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Text Classification

6,754 papers

Papers per year

Papers

Experimenting with Transformer-based and Large Language Models for Classifying Effects of Outdoor Spaces on Social Anxiety in Social Media Data ACL 2024
IITRoorkee@SMM4H 2024 Cross-Platform Age Detection in Twitter and Reddit Using Transformer-Based Model ACL 2024
BrainStorm @ iREL at #SMM4H 2024: Leveraging Translation and Topical Embeddings for Annotation Detection in Tweets ACL 2024
KUL@SMM4H2024: Optimizing Text Classification with Quality-Assured Augmentation Strategies ACL 2024
LHS712NV at #SMM4H 2024 Task 4: Using BERT to classify Reddit posts on non-medical substance use ACL 2024
BIT@UA at #SMM4H 2024 Tasks 1 and 5: finding adverse drug events and children’s medical disorders in English tweets ACL 2024
Hierarchical Adversarial Correction to Mitigate Identity Term Bias in Toxicity Detection ACL 2024
A Multi-Faceted NLP Analysis of Misinformation Spreaders in Twitter ACL 2024
Guiding Sentiment Analysis with Hierarchical Text Clustering: Analyzing the German X/Twitter Discourse on Face Masks in the 2020 COVID-19 Pandemic ACL 2024
Emotion Identification for French in Written Texts: Considering Modes of Emotion Expression as a Step Towards Text Complexity Analysis ACL 2024
Multi-Target User Stance Discovery on Reddit ACL 2024
Subjectivity Detection in English News using Large Language Models ACL 2024
RideKE: Leveraging Low-resource, User-generated Twitter Content for Sentiment and Emotion Detection in Kenyaǹ Code-switched Dataset ACL 2024
To Aggregate or Not to Aggregate. That is the Question: A Case Study on Annotation Subjectivity in Span Prediction ACL 2024
Cross-lingual Emotion Detection through Large Language Models ACL 2024
Knowledge Distillation from Monolingual to Multilingual Models for Intelligent and Interpretable Multilingual Emotion Detection ACL 2024
UWB at WASSA-2024 Shared Task 2: Cross-lingual Emotion Detection ACL 2024
TEII: Think, Explain, Interact and Iterate with Large Language Models to Solve Cross-lingual Emotion Detection ACL 2024
NYCU-NLP at EXALT 2024: Assembling Large Language Models for Cross-Lingual Emotion and Trigger Detection ACL 2024
Enhancing In-context Learning via Linear Probe Calibration AISTATS 2024
AcnEmpathize: A Dataset for Understanding Empathy in Dermatology Conversations COLING 2024
A Corpus for Sentence-Level Subjectivity Detection on English News Articles COLING 2024
Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and Benchmark COLING 2024
A Multi-layered Approach to Physical Commonsense Understanding: Creation and Evaluation of an Italian Dataset COLING 2024
A Natural Approach for Synthetic Short-Form Text Analysis COLING 2024