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Papers
A Simple Graph Contrastive Learning Framework for Short Text Classification
AAAI 2025
Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning
AAAI 2025
Contrastive Learning with Simplicial Convolutional Networks for Short-Text Classification
ICML 2025
PromotionGo at SemEval-2025 Task 11: A Feature-Centric Framework for Cross-Lingual Multi-Emotion Detection in Short Texts
SemEval 2025
GAINER: Graph Machine Learning with Node-specific Radius for Classification of Short Texts and Documents
EACL 2024
Multi-View Active Learning for Short Text Classification in User-Generated Data
EMNLP 2022
Simplified Graph Learning for Inductive Short Text Classification
EMNLP 2022
A reproduction of Apple’s bi-directional LSTM models for language identification in short strings
EACL 2021
Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification
EMNLP 2021
Dataless Short Text Classification Based on Biterm Topic Model and Word Embeddings
IJCAI 2020
Regularized Graph Convolutional Networks for Short Text Classification
COLING 2020
Cluster-Gated Convolutional Neural Network for Short Text Classification
CoNLL 2019
Deep Short Text Classification with Knowledge Powered Attention
AAAI 2019
Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification
EMNLP 2019
Incorporating Context-Relevant Knowledge into Convolutional Neural Networks for Short Text Classification
AAAI 2019
Topic Memory Networks for Short Text Classification
EMNLP 2018
A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts
EACL 2017
Combining Knowledge with Deep Convolutional Neural Networks for Short Text Classification
IJCAI 2017
Combination of Convolutional and Recurrent Neural Network for Sentiment Analysis of Short Texts
COLING 2016
Short Text Authorship Attribution via Sequence Kernels, Markov Chains and Author Unmasking: An Investigation
EMNLP 2006