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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

GetSmartMSEC at SemEval-2022 Task 6: Sarcasm Detection using Contextual Word Embedding with Gaussian model for Irony Type Identification NAACL 2022
stce at SemEval-2022 Task 6: Sarcasm Detection in English Tweets NAACL 2022
PALI-NLP at SemEval-2022 Task 6: iSarcasmEval- Fine-tuning the Pre-trained Model for Detecting Intended Sarcasm NAACL 2022
daminglu123 at SemEval-2022 Task 2: Using BERT and LSTM to Do Text Classification NAACL 2022
Team LEGO at SemEval-2022 Task 4: Machine Learning Methods for PCL Detection NAACL 2022
RNRE-NLP at SemEval-2022 Task 4: Patronizing and Condescending Language Detection NAACL 2022
AliEdalat at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Fine-tuned Language Models, BERT+BiGRU, and Ensemble Models NAACL 2022
StoryQ—an Online Environment for Machine Learning of Text Classification AAAI 2022
Using Sampling to Estimate and Improve Performance of Automated Scoring Systems with Guarantees AAAI 2022
Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services AAAI 2022
Contrast-Enhanced Semi-supervised Text Classification with Few Labels AAAI 2022
Visual Prompt Tuning for Few-Shot Text Classification COLING 2022
Lightweight Contextual Logical Structure Recovery COLING 2022
Benchmark for Research Theme Classification of Scholarly Documents COLING 2022
dezzai@SMM4H’22: Tasks 5 & 10 - Hybrid models everywhere COLING 2022
NCUEE-NLP@SMM4H’22: Classification of Self-reported Chronic Stress on Twitter Using Ensemble Pre-trained Transformer Models COLING 2022
BioInfo@UAVR@SMM4H’22: Classification and Extraction of Adverse Event mentions in Tweets using Transformer Models COLING 2022
Yet@SMM4H’22: Improved BERT-based classification models with Rdrop and PolyLoss COLING 2022
Transformer-based classification of premise in tweets related to COVID-19 COLING 2022
Fraunhofer SIT@SMM4H’22: Learning to Predict Stances and Premises in Tweets related to COVID-19 Health Orders Using Generative Models COLING 2022
CSECU-DSG@SMM4H’22: Transformer based Unified Approach for Classification of Changes in Medication Treatments in Tweets and WebMD Reviews COLING 2022
Innovators@SMM4H’22: An Ensembles Approach for Stance and Premise Classification of COVID-19 Health Mandates Tweets COLING 2022
AILAB-Udine@SMM4H’22: Limits of Transformers and BERT Ensembles COLING 2022
Exploring Multimodal Features and Fusion Strategies for Analyzing Disaster Tweets COLING 2022
Increasing Robustness for Cross-domain Dialogue Act Classification on Social Media Data COLING 2022