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Text Classification

6,754 papers

Papers per year

Papers

QUEST: Efficient Extreme Multi-Label Text Classification with Large Language Models on Commodity Hardware EMNLP 2024
Recent Advances in Online Hate Speech Moderation: Multimodality and the Role of Large Models EMNLP 2024
Quantifying Generative Media Bias with a Corpus of Real-world and Generated News Articles EMNLP 2024
A Survey on Natural Language Counterfactual Generation EMNLP 2024
Stanceformer: Target-Aware Transformer for Stance Detection EMNLP 2024
From Test-Taking to Test-Making: Examining LLM Authoring of Commonsense Assessment Items EMNLP 2024
”I Never Said That”: A dataset, taxonomy and baselines on response clarity classification EMNLP 2024
MathFish: Evaluating Language Model Math Reasoning via Grounding in Educational Curricula EMNLP 2024
Enhancing Multi-Label Text Classification under Label-Dependent Noise: A Label-Specific Denoising Framework EMNLP 2024
HateCOT: An Explanation-Enhanced Dataset for Generalizable Offensive Speech Detection via Large Language Models EMNLP 2024
Giving Control Back to Models: Enabling Offensive Language Detection Models to Autonomously Identify and Mitigate Biases EMNLP 2024
Can LLMs Recognize Toxicity? A Structured Investigation Framework and Toxicity Metric EMNLP 2024
Toeing the Party Line: Election Manifestos as a Key to Understand Political Discourse on Twitter EMNLP 2024
Authorship Obfuscation in Multilingual Machine-Generated Text Detection EMNLP 2024
On the Rigour of Scientific Writing: Criteria, Analysis, and Insights EMNLP 2024
ESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Cases EMNLP 2024
From Generation to Selection: Findings of Converting Analogical Problem-Solving into Multiple-Choice Questions EMNLP 2024
From Text Segmentation to Enhanced Representation Learning: A Novel Approach to Multi-Label Classification for Long Texts EMNLP 2024
PclGPT: A Large Language Model for Patronizing and Condescending Language Detection EMNLP 2024
CEAMC: Corpus and Empirical Study of Argument Analysis in Education via LLMs EMNLP 2024
SynthEval: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists EMNLP 2024
Crisis counselor language and perceived genuine concern in crisis conversations EMNLP 2024
Multi-Loss Fusion: Angular and Contrastive Integration for Machine-Generated Text Detection EMNLP 2024
On the Generalization of Training-based ChatGPT Detection Methods EMNLP 2024
HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents EMNLP 2024