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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

C-Journal: A Journaling Application for Detecting and Classifying Cognitive Distortions Using Deep-Learning Based on a Crowd-sourced Dataset COLING 2024
Putting Context in Context: the Impact of Discussion Structure on Text Classification EACL 2024
Classifying Social Media Users before and after Depression Diagnosis via Their Language Usage: A Dataset and Study COLING 2024
FRASIMED: A Clinical French Annotated Resource Produced through Crosslingual BERT-Based Annotation Projection COLING 2024
DUTh at SemEval 2024 Task 5: A multi-task learning approach for the Legal Argument Reasoning Task in Civil Procedure NAACL 2024
DIALECTBENCH: An NLP Benchmark for Dialects, Varieties, and Closely-Related Languages ACL 2024
PREDICT: Multi-Agent-based Debate Simulation for Generalized Hate Speech Detection EMNLP 2024
AcnEmpathize: A Dataset for Understanding Empathy in Dermatology Conversations COLING 2024
A Multi-layered Approach to Physical Commonsense Understanding: Creation and Evaluation of an Italian Dataset COLING 2024
SQUad at FIGNEWS 2024 Shared Task: Unmasking Bias in Social Media Through Data Analysis and Annotation ACL 2024
Analyzing Large Language Models’ Capability in Location Prediction COLING 2024
A Natural Approach for Synthetic Short-Form Text Analysis COLING 2024
An Empirical Study of Synthetic Data Generation for Implicit Discourse Relation Recognition COLING 2024
A Survival Guide for Iranian Women Prescribed by Iranian Women: Participatory AI to Investigate Intimate Partner Physical Violence in Iran IJCAI 2024
HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text? SEMEVAL 2024
Team MGTD4ADL at SemEval-2024 Task 8: Leveraging (Sentence) Transformer Models with Contrastive Learning for Identifying Machine-Generated Text NAACL 2024
BrainStorm @ iREL at #SMM4H 2024: Leveraging Translation and Topical Embeddings for Annotation Detection in Tweets ACL 2024
INGEOTEC at SemEval-2024 Task 10: Bag of Words Classifiers NAACL 2024
Towards a new Benchmark for Emotion Detection in NLP: A Unifying Framework of Recent Corpora EMNLP 2024
Compos Mentis at SemEval2024 Task6: A Multi-Faceted Role-based Large Language Model Ensemble to Detect Hallucination NAACL 2024
Utilizing an Ensemble Model with Anomalous Label Smoothing to Detect Generated Scientific Papers ACL 2024
AISPACE at SemEval-2024 task 8: A Class-balanced Soft-voting System for Detecting Multi-generator Machine-generated Text NAACL 2024
WangLab at MEDIQA-CORR 2024: Optimized LLM-based Programs for Medical Error Detection and Correction NAACL 2024
MemeMind at ArAIEval Shared Task: Generative Augmentation and Feature Fusion for Multimodal Propaganda Detection in Arabic Memes through Advanced Language and Vision Models ACL 2024
NaijaHate: Evaluating Hate Speech Detection on Nigerian Twitter Using Representative Data ACL 2024