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Text Classification

6,754 papers

Papers per year

Papers

Correcting Language Model Bias for Text Classification in True Zero-Shot Learning COLING 2024
CrossTune: Black-Box Few-Shot Classification with Label Enhancement COLING 2024
Detecting Cybercrimes in Accordance with Pakistani Law: Dataset and Evaluation Using PLMs COLING 2024
Detecting Impact Relevant Sections in Scientific Research COLING 2024
Detecting Offensive Language in an Open Chatbot Platform COLING 2024
Discriminative Language Model as Semantic Consistency Scorer for Prompt-based Few-Shot Text Classification COLING 2024
Do Large Language Models Understand Mansplaining? Well, Actually... COLING 2024
DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain COLING 2024
EcoVerse: An Annotated Twitter Dataset for Eco-Relevance Classification, Environmental Impact Analysis, and Stance Detection COLING 2024
Eliciting Motivational Interviewing Skill Codes in Psychotherapy with LLMs: A Bilingual Dataset and Analytical Study COLING 2024
Enhancing Emotion Prediction in News Headlines: Insights from ChatGPT and Seq2Seq Models for Free-Text Generation COLING 2024
Enhancing Few-Shot Topic Classification with Verbalizers. a Study on Automatic Verbalizer and Ensemble Methods COLING 2024
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data COLING 2024
Evaluating ChatGPT against Functionality Tests for Hate Speech Detection COLING 2024
Evaluating Prompting Strategies for Grammatical Error Correction Based on Language Proficiency COLING 2024
Exploring the Usability of Persuasion Techniques for Downstream Misinformation-related Classification Tasks COLING 2024
Finding Educationally Supportive Contexts for Vocabulary Learning with Attention-Based Models COLING 2024
Finding Spoken Identifications: Using GPT-4 Annotation for an Efficient and Fast Dataset Creation Pipeline COLING 2024
FoRC4CL: A Fine-grained Field of Research Classification and Annotated Dataset of NLP Articles COLING 2024
FRASIMED: A Clinical French Annotated Resource Produced through Crosslingual BERT-Based Annotation Projection COLING 2024
From Text to Source: Results in Detecting Large Language Model-Generated Content COLING 2024
GENTRAC: A Tool for Tracing Trauma in Genocide and Mass Atrocity Court Transcripts COLING 2024
GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection? COLING 2024
HAE-RAE Bench: Evaluation of Korean Knowledge in Language Models COLING 2024
Hierarchical Graph Convolutional Network Approach for Detecting Low-Quality Documents COLING 2024