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Text Classification

6,833 papers

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Papers

Semi-Automatic Topic Discovery and Classification for Epidemic Intelligence via Large Language Models COLING 2024
Open Brain AI. Automatic Language Assessment COLING 2024
Harnessing Linguistic Analysis for ADHD Diagnosis Support: A Stylometric Approach to Self-Defining Memories COLING 2024
SIERA: An Evaluation Metric for Text Simplification using the Ranking Model and Data Augmentation by Edit Operations COLING 2024
Manosphrames: exploring an Italian incel community through the lens of NLP and Frame Semantics COLING 2024
Using Information Retrieval Techniques to Automatically Repurpose Existing Dialogue Datasets for Safe Chatbot Development COLING 2024
Beyond Error Categories: A Contextual Approach of Evaluating Emerging Spell and Grammar Checkers COLING 2024
Exploring Text Classification for Enhancing Digital Game-Based Language Learning for Irish COLING 2024
Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to Luxembourgish COLING 2024
Improving Legal Judgement Prediction in Romanian with Long Text Encoders COLING 2024
UzABSA: Aspect-Based Sentiment Analysis for the Uzbek Language COLING 2024
CLTL@HarmPot-ID: Leveraging Transformer Models for Detecting Offline Harm Potential and Its Targets in Low-Resource Languages COLING 2024
LLM-Based Synthetic Datasets: Applications and Limitations in Toxicity Detection COLING 2024
Ice and Fire: Dataset on Sentiment, Emotions, Toxicity, Sarcasm, Hate speech, Sympathy and More in Icelandic Blog Comments COLING 2024
FrenchToxicityPrompts: a Large Benchmark for Evaluating and Mitigating Toxicity in French Texts COLING 2024
DoDo Learning: Domain-Demographic Transfer in Language Models for Detecting Abuse Targeted at Public Figures COLING 2024
Instant Messaging Platforms News Multi-Task Classification for Stance, Sentiment, and Discrimination Detection COLING 2024
Revisiting Hierarchical Text Classification: Inference and Metrics CONLL 2024
Continuous Attentive Multimodal Prompt Tuning for Few-Shot Multimodal Sarcasm Detection CONLL 2024
CrowdCounter: A benchmark type-specific multi-target counterspeech dataset CONLL 2024
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects EACL 2024
Like a Good Nearest Neighbor: Practical Content Moderation and Text Classification EACL 2024
FAIR: Filtering of Automatically Induced Rules EACL 2024
Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM EACL 2024
Quantifying Stereotypes in Language EACL 2024