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Text Classification

6,754 papers

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Papers

What an Elegant Bridge: Multilingual LLMs are Biased Similarly in Different Languages EMNLP 2024
Leveraging LLMs for Translating and Classifying Mental Health Data EMNLP 2024
Information Extraction for Planning Court Cases EMNLP 2024
Automated Anonymization of Parole Hearing Transcripts EMNLP 2024
Gaps or Hallucinations? Scrutinizing Machine-Generated Legal Analysis for Fine-grained Text Evaluations EMNLP 2024
Augmenting Legal Decision Support Systems with LLM-based NLI for Analyzing Social Media Evidence EMNLP 2024
Text Length and the Function of Intentionality: A Case Study of Contrastive Subreddits EMNLP 2024
Evaluating Computational Representations of Character: An Austen Character Similarity Benchmark EMNLP 2024
Language Resources From Prominent Born-Digital Humanities Texts are Still Needed in the Age of LLMs EMNLP 2024
NLP for Digital Humanities: Processing Chronological Text Corpora EMNLP 2024
Topic-Aware Causal Intervention for Counterfactual Detection EMNLP 2024
Vector Poetics: Parallel Couplet Detection in Classical Chinese Poetry EMNLP 2024
From N-grams to Pre-trained Multilingual Models For Language Identification EMNLP 2024
A Two-Model Approach for Humour Style Recognition EMNLP 2024
Evaluating LLM Performance in Character Analysis: A Study of Artificial Beings in Recent Korean Science Fiction EMNLP 2024
Mitigating Biases to Embrace Diversity: A Comprehensive Annotation Benchmark for Toxic Language EMNLP 2024
Classification of Buddhist Verses: The Efficacy and Limitations of Transformer-Based Models EMNLP 2024
Sui Generis: Large Language Models for Authorship Attribution and Verification in Latin EMNLP 2024
Exploring Large Language Models for Qualitative Data Analysis EMNLP 2024
The Social Lives of Literary Characters: Combining citizen science and language models to understand narrative social networks EMNLP 2024
Assessing the Performance of ChatGPT-4, Fine-tuned BERT and Traditional ML Models on Moroccan Arabic Sentiment Analysis EMNLP 2024
CIPHE: A Framework for Document Cluster Interpretation and Precision from Human Exploration EMNLP 2024
What is the social benefit of hate speech detection research? A Systematic Review EMNLP 2024
Towards Explainable Multi-Label Text Classification: A Multi-Task Rationalisation Framework for Identifying Indicators of Forced Labour EMNLP 2024
An NLP Case Study on Predicting the Before and After of the Ukraine–Russia and Hamas–Israel Conflicts EMNLP 2024