conftrace_

short text classification

22 papers

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Also known as

STC

Co-occurring keywords

graph neural network (3962) convolutional neural network (4226) attention mechanism (4001) text classification (6793) heterogeneous graph (217) hierarchical representation (190) message passing (579) multi-view learning (391) word embedding (1764) cross-lingual emotion detection (16)

Papers

A Simple Graph Contrastive Learning Framework for Short Text Classification AAAI 2025
PromotionGo at SemEval-2025 Task 11: A Feature-Centric Framework for Cross-Lingual Multi-Emotion Detection in Short Texts SEMEVAL 2025
Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning AAAI 2025
PromotionGo at SemEval-2025 Task 11: A Feature-Centric Framework for Cross-Lingual Multi-Emotion Detection in Short Texts ACL 2025
GAINER: Graph Machine Learning with Node-specific Radius for Classification of Short Texts and Documents EACL 2024
Simplified Graph Learning for Inductive Short Text Classification EMNLP 2022
Multi-View Active Learning for Short Text Classification in User-Generated Data EMNLP 2022
What Motivates You? Benchmarking Automatic Detection of Basic Needs from Short Posts IJCNLP 2021
Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification EMNLP 2021
A reproduction of Apple’s bi-directional LSTM models for language identification in short strings EACL 2021
Regularized Graph Convolutional Networks for Short Text Classification COLING 2020
Dataless Short Text Classification Based on Biterm Topic Model and Word Embeddings IJCAI 2020
Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification IJCNLP 2019
Incorporating Context-Relevant Knowledge into Convolutional Neural Networks for Short Text Classification AAAI 2019
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
Topic Memory Networks for Short Text Classification EMNLP 2018
Combining Knowledge with Deep Convolutional Neural Networks for Short Text Classification IJCAI 2017
A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts EACL 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