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Text Classification

6,754 papers

Papers per year

Papers

ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment EMNLP 2024
Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking EMNLP 2024
OATH-Frames: Characterizing Online Attitudes Towards Homelessness with LLM Assistants EMNLP 2024
Detecting Errors through Ensembling Prompts (DEEP): An End-to-End LLM Framework for Detecting Factual Errors EMNLP 2024
Boosting Logical Fallacy Reasoning in LLMs via Logical Structure Tree EMNLP 2024
A Bayesian Approach to Harnessing the Power of LLMs in Authorship Attribution EMNLP 2024
Are LLMs Good Zero-Shot Fallacy Classifiers? EMNLP 2024
Social Bias Probing: Fairness Benchmarking for Language Models EMNLP 2024
Building Resources for Emakhuwa: Machine Translation and News Classification Benchmarks EMNLP 2024
RepMatch: Quantifying Cross-Instance Similarities in Representation Space EMNLP 2024
A Closer Look at Multidimensional Online Political Incivility EMNLP 2024
HalluMeasure: Fine-grained Hallucination Measurement Using Chain-of-Thought Reasoning EMNLP 2024
Are Large Language Models Good Classifiers? A Study on Edit Intent Classification in Scientific Document Revisions EMNLP 2024
Open-world Multi-label Text Classification with Extremely Weak Supervision EMNLP 2024
Revisiting Supervised Contrastive Learning for Microblog Classification EMNLP 2024
Autoregressive Multi-trait Essay Scoring via Reinforcement Learning with Scoring-aware Multiple Rewards EMNLP 2024
Closing the Loop: Learning to Generate Writing Feedback via Language Model Simulated Student Revisions EMNLP 2024
Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis EMNLP 2024
MedReadMe: A Systematic Study for Fine-grained Sentence Readability in Medical Domain EMNLP 2024
A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models EMNLP 2024
Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness EMNLP 2024
Quantum Recurrent Architectures for Text Classification EMNLP 2024
Please note that I’m just an AI: Analysis of Behavior Patterns of LLMs in (Non-)offensive Speech Identification EMNLP 2024
LLMEdgeRefine: Enhancing Text Clustering with LLM-Based Boundary Point Refinement EMNLP 2024
Annotator-Centric Active Learning for Subjective NLP Tasks EMNLP 2024