conftrace_

document representation

114 papers

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DR

Co-occurring keywords

information retrieval (1514) text classification (6793) topic modeling (461) topic model (290) graph neural network (3962) attention mechanism (4001) neural topic model (75) word embedding (1764) neural network (6616) unsupervised learning (3264)

Papers

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