Recent
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
Master's Thesis: Entity Representation Learning and Density Estimation for Coreference Resolution
·12 mins
Paper
Paper
Nlp
Coreference-Resolution
Spanbert
Representation-Learning
Thesis
Adding entity representation estimation, within-group density, and between-group density to a SpanBERT coreference model for about +0.9 F1
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