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text classification

6793 papers

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TC

Co-occurring keywords

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

DISCERN: Decoding Systematic Errors in Natural Language for Text Classifiers EMNLP 2024
GOLEM: GOld Standard for Learning and Evaluation of Motifs COLING 2024
Social Media Fake News Classification Using Machine Learning Algorithm EACL 2024
GerDISDETECT: A German Multilabel Dataset for Disinformation Detection COLING 2024
Denoising Labeled Data for Comment Moderation Using Active Learning COLING 2024
Error Analysis of NLP Models and Non-Native Speakers of English Identifying Sarcasm in Reddit Comments COLING 2024
From Dataset to Detection: A Comprehensive Approach to Combating Malayalam Fake News EACL 2024
Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification COLING 2024
How Diplomats Dispute: The UN Security Council Conflict Corpus COLING 2024
Label-aware Hard Negative Sampling Strategies with Momentum Contrastive Learning for Implicit Hate Speech Detection ACL 2024
Archetypes and Entropy: Theory-Driven Extraction of Evidence for Suicide Risk EACL 2024
DADIT: A Dataset for Demographic Classification of Italian Twitter Users and a Comparison of Prediction Methods COLING 2024
Cheap Ways of Extracting Clinical Markers from Texts EACL 2024
CuRIAM: Corpus Re Interpretation and Metalanguage in U.S. Supreme Court Opinions COLING 2024
Data Drift in Clinical Outcome Prediction from Admission Notes COLING 2024
How to Do Politics with Words: Investigating Speech Acts in Parliamentary Debates COLING 2024
Using Large Language Models (LLMs) to Extract Evidence from Pre-Annotated Social Media Data EACL 2024
Psychological Assessments with Large Language Models: A Privacy-Focused and Cost-Effective Approach EACL 2024
Explainable Depression Detection Using Large Language Models on Social Media Data EACL 2024
Can We Identify Stance without Target Arguments? A Study for Rumour Stance Classification COLING 2024
Automatic Annotation of Dream Report’s Emotional Content with Large Language Models EACL 2024
Identifying Fine-grained Depression Signs in Social Media Posts COLING 2024
SQUad at FIGNEWS 2024 Shared Task: Unmasking Bias in Social Media Through Data Analysis and Annotation ACL 2024
HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text? SEMEVAL 2024
Analyzing Offensive Language and Hate Speech in Political Discourse: A Case Study of German Politicians COLING 2024