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Text Classification

6,754 papers

Papers per year

Papers

LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection EMNLP 2024
Fusion-Eval: Integrating Assistant Evaluators with LLMs EMNLP 2024
Prompt-Tuned Muti-Task Taxonomic Transformer (PTMTTaxoFormer) EMNLP 2024
KorSmishing Explainer: A Korean-centric LLM-based Framework for Smishing Detection and Explanation Generation EMNLP 2024
Improving Hierarchical Text Clustering with LLM-guided Multi-view Cluster Representation EMNLP 2024
Detecting LLM-Assisted Cheating on Open-Ended Writing Tasks on Language Proficiency Tests EMNLP 2024
Fine-Tuning Large Language Models for Stock Return Prediction Using Newsflow EMNLP 2024
Countering Hateful and Offensive Speech Online - Open Challenges EMNLP 2024
Search if you don’t know! Knowledge-Augmented Korean Grammatical Error Correction with Large Language Models EMNLP 2024
Unleashing Large Language Models’ Proficiency in Zero-shot Essay Scoring EMNLP 2024
Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks EMNLP 2024
Ukrainian Resilience: A Dataset for Detection of Help-Seeking Signals Amidst the Chaos of War EMNLP 2024
GREEN: Generative Radiology Report Evaluation and Error Notation EMNLP 2024
LLM Questionnaire Completion for Automatic Psychiatric Assessment EMNLP 2024
Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts EMNLP 2024
Can Large Language Models Identify Authorship? EMNLP 2024
Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction EMNLP 2024
SAFETY-J: Evaluating Safety with Critique EMNLP 2024
Understanding the Therapeutic Relationship between Counselors and Clients in Online Text-based Counseling using LLMs EMNLP 2024
Dealing with Controversy: An Emotion and Coping Strategy Corpus Based on Role Playing EMNLP 2024
AHP-Powered LLM Reasoning for Multi-Criteria Evaluation of Open-Ended Responses EMNLP 2024
Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models EMNLP 2024
Transfer Learning for Text Classification via Model Risk Analysis EMNLP 2024
Recent Trends in Linear Text Segmentation: A Survey EMNLP 2024
Cost-Efficient Subjective Task Annotation and Modeling through Few-Shot Annotator Adaptation EMNLP 2024