conftrace_

document embedding

93 papers

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Co-occurring keywords

text classification (6793) representation learning (6206) unsupervised learning (3264) text representation (528) topic modeling (461) contrastive learning (4032) information retrieval (1514) sentence embedding (502) semantic similarity (910) word embedding (1764)

Papers

PQR: Improving Dense Retrieval via Potential Query Modeling ACL 2025
The Medium Is Not the Message: Deconfounding Document Embeddings via Linear Concept Erasure EMNLP 2025
PRALEKHA: Cross-Lingual Document Alignment for Indic Languages AACL 2025
CEMTM: Contextual Embedding-based Multimodal Topic Modeling EMNLP 2025
Cognitive Linguistic Identity Fusion Score (CLIFS): A Scalable Cognition‐Informed Approach to Quantifying Identity Fusion from Text EMNLP 2025
Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings EMNLP 2025
Beyond Citations: Integrating Finding-Based Relations for Improved Biomedical Article Representations ACL 2025
BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study COLING 2025
LLM-Guided Semantic-Aware Clustering for Topic Modeling ACL 2025
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token NIPS 2024
Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval ACL 2024
NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents ACL 2024
OpenMSD: Towards Multilingual Scientific Documents Similarity Measurement COLING 2024
Topic Modeling: Contextual Token Embeddings Are All You Need EMNLP 2024
FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model NIPS 2024
FoTo: Targeted Visual Topic Modeling for Focused Analysis of Short Texts COLING 2024
Towards quantifying politicization in foreign aid project reports COLING 2024
Topic Detection and Tracking with Time-Aware Document Embeddings COLING 2024
Towards the TopMost: A Topic Modeling System Toolkit ACL 2024
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations EMNLP 2023
DocSplit: Simple Contrastive Pretraining for Large Document Embeddings EMNLP 2023
Beyond Black Box AI generated Plagiarism Detection: From Sentence to Document Level ACL 2023
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning ACL 2023
Improving Embedding-based Unsupervised Keyphrase Extraction by Incorporating Structural Information ACL 2023
MIReAD: Simple Method for Learning High-quality Representations from Scientific Documents ACL 2023