document representation

A Representation Sharpening Framework for Zero Shot Dense Retrieval EACL 2026 Unified Multimodal Interleaved Document Representation for Retrieval EACL 2026 Are Key-Phrases All That Reviewers Care About? A Comprehensive Benchmarking of Reviewer Matchmaking Systems AAAI 2025 Cross-Lingual Document Recommendations with Transformer-Based Representations: Evaluating Multilingual Models and Mapping Techniques COLING 2025 Descriptive and Discriminative Document Identifiers for Generative Retrieval AAAI 2025 Distribution-Driven Dense Retrieval: Modeling Many-to-One Query-Document Relationship AAAI 2025 GloCOM: A Short Text Neural Topic Model via Global Clustering Context NAACL 2025 Neural Topic Modeling with Large Language Models in the Loop ACL 2025 Sequence Structure Aware Retriever for Procedural Document Retrieval: A New Dataset and Baseline EMNLP 2025 Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations NAACL 2025 Topic Modeling for Short Texts via Optimal Transport-Based Clustering ACL 2025 An LCF-IDF Document Representation Model Applied to Long Document Classification COLING 2024 Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification COLING 2024 Combating Label Sparsity in Short Text Topic Modeling via Nearest Neighbor Augmentation ACL 2024 Embedded Topic Models Enhanced by Wikification EMNLP 2024 InterpretARA: Enhancing Hybrid Automatic Readability Assessment with Linguistic Feature Interpreter and Contrastive Learning AAAI 2024 Modeling Complex Interactions in Long Documents for Aspect-Based Sentiment Analysis ACL 2024 Related Work Is All You Need COLING 2024 SentenceLDA: Discriminative and Robust Document Representation with Sentence Level Topic Model EACL 2024 Enhancing Neural Topic Model with Multi-Level Supervisions from Seed Words ACL 2023 HiPool: Modeling Long Documents Using Graph Neural Networks ACL 2023 KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding ACL 2023 Length is a Curse and a Blessing for Document-level Semantics EMNLP 2023 MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities EMNLP 2023 Neural Dynamic Focused Topic Model AAAI 2023