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

Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data NAACL 2024

LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data COLING 2024

Prompt Tuned Embedding Classification for Industry Sector Allocation NAACL 2024

Modeling and Detecting Company Risks from News NAACL 2024

On an Intermediate Task for Classifying URL Citations on Scholarly Papers COLING 2024

Multi-Source Text Classification for Multilingual Sentence Encoder with Machine Translation NAACL 2024

Detecting Response Generation Not Requiring Factual Judgment NAACL 2024

LifeTox: Unveiling Implicit Toxicity in Life Advice NAACL 2024

Llama meets EU: Investigating the European political spectrum through the lens of LLMs NAACL 2024

DeepPavlov at SemEval-2024 Task 6: Detection of Hallucinations and Overgeneration Mistakes with an Ensemble of Transformer-based Models NAACL 2024

DUTh at SemEval-2024 Task 6: Comparing Pre-trained Models on Sentence Similarity Evaluation for Detecting of Hallucinations and Related Observable Overgeneration Mistakes NAACL 2024

DUTh at SemEval 2024 Task 5: A multi-task learning approach for the Legal Argument Reasoning Task in Civil Procedure NAACL 2024

Personalized Review Recommendation based on Implicit dimension mining NAACL 2024

Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations NAACL 2024

BUST: Benchmark for the evaluation of detectors of LLM-Generated Text NAACL 2024

SSN_Semeval10 at SemEval-2024 Task 10: Emotion Discovery and Reasoning its Flip in Conversations SEMEVAL 2024

ISDS-NLP at SemEval-2024 Task 10: Transformer based neural networks for emotion recognition in conversations SEMEVAL 2024

Magnum JUCSE at SemEval-2024 Task 4: Multilingual Detection of Persuasion Techniques in Memes SEMEVAL 2024

OctavianB at SemEval-2024 Task 6: An exploration of humanlike qualities of hallucinated LLM texts SEMEVAL 2024

Mashee at SemEval-2024 Task 8: The Impact of Samples Quality on the Performance of In-Context Learning for Machine Text Classification NAACL 2024

Genaios at SemEval-2024 Task 8: Detecting Machine-Generated Text by Mixing Language Model Probabilistic Features NAACL 2024

Transformers at SemEval-2024 Task 5: Legal Argument Reasoning Task in Civil Procedure using RoBERTa SEMEVAL 2024

ignore at SemEval-2024 Task 5: A Legal Classification Model with Summary Generation and Contrastive Learning SEMEVAL 2024

BAMBAS at SemEval-2024 Task 4: How far can we get without looking at hierarchies? SEMEVAL 2024

RKadiyala at SemEval-2024 Task 8: Black-Box Word-Level Text Boundary Detection in Partially Machine Generated Texts SEMEVAL 2024