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DVI-DTM: Dual-View Representation Learning for Interpretable Short Text Dynamic Topic Modeling ACL 2026 BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study COLING 2025 GloCOM: A Short Text Neural Topic Model via Global Clustering Context NAACL 2025 Topic Modeling for Short Texts via Optimal Transport-Based Clustering ACL 2025 Combating Label Sparsity in Short Text Topic Modeling via Nearest Neighbor Augmentation ACL 2024 Contextualized Topic Coherence Metrics EACL 2024 Enhancing Short-Text Topic Modeling with LLM-Driven Context Expansion and Prefix-Tuned VAEs EMNLP 2024 FoTo: Targeted Visual Topic Modeling for Focused Analysis of Short Texts COLING 2024 Improved Graph Contrastive Learning for Short Text Classification AAAI 2024 Leveraging BERT and TFIDF Features for Short Text Clustering via Alignment-Promoting Co-Training EMNLP 2024 Predicting Entity Salience in Extremely Short Documents EMNLP 2024 Topic Modeling for Short Texts with Large Language Models ACL 2024 Reliable and Interpretable Drift Detection in Streams of Short Texts ACL 2023 Unsupervised Anomaly Detection in Multi-Topic Short-Text Corpora EACL 2023 Authorship Verification for Arabic Short Texts Using Arabic Knowledge-Base Model (AraKB) EMNLP 2022 Cross-lingual Short-text Entity Linking: Generating Features for Neuro-Symbolic Methods EMNLP 2022 Improving Deep Embedded Clustering via Learning Cluster-level Representations COLING 2022 Meta-Complementing the Semantics of Short Texts in Neural Topic Models NeurIPS 2022 Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning EMNLP 2022 Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts EMNLP 2021 Hierarchical Character Tagger for Short Text Spelling Error Correction EMNLP 2021 LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking ACL 2021 Read, Retrospect, Select: An MRC Framework to Short Text Entity Linking AAAI 2021 Enhanced Sentence Alignment Network for Efficient Short Text Matching EMNLP 2020 Entity Linking for Short Text Using Structured Knowledge Graph via Multi-Grained Text Matching Interspeech 2020