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Bert

Dynamic Traffic Network Representation Model for MRT Passenger Flow
·11 mins
Paper Paper Traffic-Flow Transfer-Learning Bert Attention Spatio-Temporal
Knowledge-Based Systems 2024: BERT dynamic station representations plus a hierarchical attention model that predicts MRT passenger flow from time, station and route views
A Chinese Dimensional Valence-Arousal-Irony Detection on Sentence-level and Context-level Using Deep Learning Model
·7 mins
Paper Paper Nlp Irony Valence-Arousal Bert Span-Prediction
IJCLCLP 2022: the journal extension of CDVAI, applying three feature-combination setups at both the sentence and context level and adding automatic prediction of the ironic context span
Factor Detection Task of Cyberbullying Using the Deep Learning Model
·9 mins
Paper Paper Nlp Cyberbullying Bert Big-Data Annotation
IEEE BigData 2022 Workshop: defining six cyberbullying factors, building a Chinese PTT corpus, and using BERT to detect them and analyze bullying patterns around public figures
A Dimensional Valence-Arousal-Irony Dataset for Chinese Sentence and Context
·8 mins
Paper Paper Nlp Dataset Irony Valence-Arousal Annotation Bert
ROCLING 2022: extending the NTU irony corpus with sentence-level V/A/I and context-level V/A intensities, and benchmarking it with BERT
DVA-BERT: Sentiment-Based Masked Language Modeling for Valence–Arousal Prediction
·9 mins
Paper Paper Nlp Sentiment-Analysis Bert Masked-Language-Model Valence-Arousal
Applied Intelligence 2022: masking sentiment words by their intensity instead of random tokens, as an auxiliary task that improves sentence-level valence–arousal prediction
A Dynamic Embedding Method for Passenger Flow Estimation
·9 mins
Paper Paper Traffic-Flow Transfer-Learning Bert Embedding Spatio-Temporal
IIAI-AAI 2021: BERT-pretrained dynamic MRT station embeddings replace GMAN’s static station features; Competitive Paper Award