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text classification

6776 papers

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Also known as

XMC ATC BIOBERT STC TC ELMO

Co-occurring keywords

large language model (12755) sentiment analysis (2079) transformer model (1988) transfer learning (5442) natural language processing (2027) named entity recognition (2801) hate speech detection (716) social media analysis (699) data augmentation (3037) language model (4573)

Papers

ConPrompt: Pre-training a Language Model with Machine-Generated Data for Implicit Hate Speech Detection EMNLP 2023
Toward Human Readable Prompt Tuning: Kubrick’s The Shining is a good movie, and a good prompt too? EMNLP 2023
End-to-end Adversarial Sample Generation for Data Augmentation EMNLP 2023
Multilingual Coarse Political Stance Classification of Media. The Editorial Line of a ChatGPT and Bard Newspaper EMNLP 2023
Do “English” Named Entity Recognizers Work Well on Global Englishes? EMNLP 2023
Multiview Clickbait Detection via Jointly Modeling Subjective and Objective Preference EMNLP 2023
Let’s Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models EMNLP 2023
Identifying Early Maladaptive Schemas from Mental Health Question Texts EMNLP 2023
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text EMNLP 2023
Large Language Models Are Better Adversaries: Exploring Generative Clean-Label Backdoor Attacks Against Text Classifiers EMNLP 2023
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning EMNLP 2023
Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning EMNLP 2023
kNN-CM: A Non-parametric Inference-Phase Adaptation of Parametric Text Classifiers EMNLP 2023
BYOC: Personalized Few-Shot Classification with Co-Authored Class Descriptions EMNLP 2023
Interpreting Answers to Yes-No Questions in User-Generated Content EMNLP 2023
Qualitative Code Suggestion: A Human-Centric Approach to Qualitative Coding EMNLP 2023
PromptARA: Improving Deep Representation in Hybrid Automatic Readability Assessment with Prompt and Orthogonal Projection EMNLP 2023
Evaluating Parameter-Efficient Finetuning Approaches for Pre-trained Models on the Financial Domain EMNLP 2023
Is ChatGPT the ultimate Data Augmentation Algorithm? EMNLP 2023
Evaluating ChatGPT and Bard AI on Arabic Sentiment Analysis EMNLP 2023
Arabic dialect identification: An in-depth error analysis on the MADAR parallel corpus EMNLP 2023
NADI 2023: The Fourth Nuanced Arabic Dialect Identification Shared Task EMNLP 2023
UoT at NADI 2023 shared task: Automatic Arabic Dialect Identification is Made Possible EMNLP 2023
Frank at NADI 2023 Shared Task: Trio-Based Ensemble Approach for Arabic Dialect Identification EMNLP 2023
NLPeople at NADI 2023 Shared Task: Arabic Dialect Identification with Augmented Context and Multi-Stage Tuning EMNLP 2023