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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

Extreme Fine-tuning: A Novel and Fast Fine-tuning Approach for Text Classification EACL 2024
SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks EACL 2024
Pouring Your Heart Out: Investigating the Role of Figurative Language in Online Expressions of Empathy ACL 2024
Psychological Assessments with Large Language Models: A Privacy-Focused and Cost-Effective Approach EACL 2024
NESTLE: a No-Code Tool for Statistical Analysis of Legal Corpus EACL 2024
Why Generate When You Can Discriminate? A Novel Technique for Text Classification using Language Models EACL 2024
Team MLab at SemEval-2024 Task 8: Analyzing Encoder Embeddings for Detecting LLM-generated Text SEMEVAL 2024
Threads of Subtlety: Detecting Machine-Generated Texts Through Discourse Motifs ACL 2024
Explainable Depression Detection Using Large Language Models on Social Media Data EACL 2024
Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks ACL 2024
SussexAI at ArAIEval Shared Task: Mitigating Class Imbalance in Arabic Propaganda Detection ACL 2024
Smaller Language Models are Better Zero-shot Machine-Generated Text Detectors EACL 2024
MARASTA: A Multi-dialectal Arabic Cross-domain Stance Corpus COLING 2024
Automatic Annotation of Dream Report’s Emotional Content with Large Language Models EACL 2024
SemEval Task 8: A Comparison of Traditional and Neural Models for Detecting Machine Authored Text NAACL 2024
Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph ACL 2024
CLULab-UofA at SemEval-2024 Task 8: Detecting Machine-Generated Text Using Triplet-Loss-Trained Text Similarity and Text Classification SEMEVAL 2024
DIALECTBENCH: An NLP Benchmark for Dialects, Varieties, and Closely-Related Languages ACL 2024
Fine-tuning after Prompting: an Explainable Way for Classification ACL 2024
Masking Explicit Pro-Con Expressions for Development of a Stance Classification Dataset on Assembly Minutes COLING 2024
Therapist Self-Disclosure as a Natural Language Processing Task EACL 2024
A Qualitative Inquiry into the South African Language Identifier’s Performance on YouTube Comments. COLING 2024
LomonosovMSU at SemEval-2024 Task 4: Comparing LLMs and embedder models to identifying propaganda techniques in the content of memes in English for subtasks No1, No2a, and No2b SEMEVAL 2024
ZenPropaganda: A Comprehensive Study on Identifying Propaganda Techniques in Russian Coronavirus-Related Media COLING 2024
Shared Task for Cross-lingual Classification of Corporate Social Responsibility (CSR) Themes and Topics COLING 2024