Interpretable Topic Extraction and Word Embedding Learning using row-stochastic DEDICOM
Fuente:
arXiv
Saved in:
| Main Authors: | Hillebrand, Lars, Biesner, David, Bauckhage, Christian, Sifa, Rafet |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Pointer-Guided Pre-Training: Infusing Large Language Models with Paragraph-Level Contextual Awareness
by: Hillebrand, Lars, et al.
Published: (2024)
by: Hillebrand, Lars, et al.
Published: (2024)
Towards Automated Regulatory Compliance Verification in Financial Auditing with Large Language Models
by: Berger, Armin, et al.
Published: (2025)
by: Berger, Armin, et al.
Published: (2025)
A Survey on Current Trends and Recent Advances in Text Anonymization
by: Deußer, Tobias, et al.
Published: (2025)
by: Deußer, Tobias, et al.
Published: (2025)
Multi-Modal Vision vs. Text-Based Parsing: Benchmarking LLM Strategies for Invoice Processing
by: Berghaus, David, et al.
Published: (2025)
by: Berghaus, David, et al.
Published: (2025)
Quantum Computing from Hopfield Nets
by: Bauckhage, Christian, et al.
Published: (2025)
by: Bauckhage, Christian, et al.
Published: (2025)
Is continuous CoT better suited for multi-lingual reasoning?
by: Bashir, Ali Hamza, et al.
Published: (2026)
by: Bashir, Ali Hamza, et al.
Published: (2026)
SynCED-EnDe 2025: A Synthetic and Curated English - German Dataset for Critical Error Detection in Machine Translation
by: Chopra, Muskaan, et al.
Published: (2025)
by: Chopra, Muskaan, et al.
Published: (2025)
Towards Reliable Machine Translation: Scaling LLMs for Critical Error Detection and Safety
by: Chopra, Muskaan, et al.
Published: (2026)
by: Chopra, Muskaan, et al.
Published: (2026)
[Vision Paper] PRObot: Enhancing Patient-Reported Outcome Measures for Diabetic Retinopathy using Chatbots and Generative AI
by: Pielka, Maren, et al.
Published: (2024)
by: Pielka, Maren, et al.
Published: (2024)
Word Embeddings Are Steers for Language Models
by: Han, Chi, et al.
Published: (2023)
by: Han, Chi, et al.
Published: (2023)
Static Word Embeddings for Sentence Semantic Representation
by: Wada, Takashi, et al.
Published: (2025)
by: Wada, Takashi, et al.
Published: (2025)
Visualising Information Flow in Word Embeddings with Diffusion Tensor Imaging
by: Fabian, Thomas
Published: (2026)
by: Fabian, Thomas
Published: (2026)
How Small Can You Go? Compact Language Models for On-Device Critical Error Detection in Machine Translation
by: Chopra, Muskaan, et al.
Published: (2025)
by: Chopra, Muskaan, et al.
Published: (2025)
Comparing Feature Importance and Rule Extraction for Interpretability on Text Data
by: Lopardo, Gianluigi, et al.
Published: (2022)
by: Lopardo, Gianluigi, et al.
Published: (2022)
History Rhymes: Macro-Contextual Retrieval for Robust Financial Forecasting
by: Khanna, Sarthak, et al.
Published: (2025)
by: Khanna, Sarthak, et al.
Published: (2025)
Discovering Forbidden Topics in Language Models
by: Rager, Can, et al.
Published: (2025)
by: Rager, Can, et al.
Published: (2025)
Guided Perturbation Sensitivity (GPS): Detecting Adversarial Text via Embedding Stability and Word Importance
by: Tuck, Bryan E., et al.
Published: (2025)
by: Tuck, Bryan E., et al.
Published: (2025)
SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering
by: Li, Xiaopeng, et al.
Published: (2024)
by: Li, Xiaopeng, et al.
Published: (2024)
TopicProphet: Prophesies on Temporal Topic Trends and Stocks
by: Kim, Olivia
Published: (2025)
by: Kim, Olivia
Published: (2025)
Advancing Risk and Quality Assurance: A RAG Chatbot for Improved Regulatory Compliance
by: Hillebrand, Lars, et al.
Published: (2025)
by: Hillebrand, Lars, et al.
Published: (2025)
SelfIE: Self-Interpretation of Large Language Model Embeddings
by: Chen, Haozhe, et al.
Published: (2024)
by: Chen, Haozhe, et al.
Published: (2024)
A General Framework for Producing Interpretable Semantic Text Embeddings
by: Sun, Yiqun, et al.
Published: (2024)
by: Sun, Yiqun, et al.
Published: (2024)
Rapid Word Learning Through Meta In-Context Learning
by: Wang, Wentao, et al.
Published: (2025)
by: Wang, Wentao, et al.
Published: (2025)
Exploiting Transliterated Words for Finding Similarity in Inter-Language News Articles using Machine Learning
by: Naeem, Sameea, et al.
Published: (2022)
by: Naeem, Sameea, et al.
Published: (2022)
DiffETM: Diffusion Process Enhanced Embedded Topic Model
by: Shao, Wei, et al.
Published: (2025)
by: Shao, Wei, et al.
Published: (2025)
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models
by: Ali, Mehdi, et al.
Published: (2025)
by: Ali, Mehdi, et al.
Published: (2025)
TopicDiff: A Topic-enriched Diffusion Approach for Multimodal Conversational Emotion Detection
by: Luo, Jiamin, et al.
Published: (2024)
by: Luo, Jiamin, et al.
Published: (2024)
Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation
by: Yoo, YoungJoon, et al.
Published: (2023)
by: Yoo, YoungJoon, et al.
Published: (2023)
World Properties without World Models: Recovering Spatial and Temporal Structure from Co-occurrence Statistics in Static Word Embeddings
by: Barenholtz, Elan
Published: (2026)
by: Barenholtz, Elan
Published: (2026)
CoSD: Collaborative Stance Detection with Contrastive Heterogeneous Topic Graph Learning
by: Cheng, Yinghan, et al.
Published: (2024)
by: Cheng, Yinghan, et al.
Published: (2024)
Jailbreaking LLMs' Safeguard with Universal Magic Words for Text Embedding Models
by: Liang, Haoyu, et al.
Published: (2025)
by: Liang, Haoyu, et al.
Published: (2025)
TopicTag: Automatic Annotation of NMF Topic Models Using Chain of Thought and Prompt Tuning with LLMs
by: Wanna, Selma, et al.
Published: (2024)
by: Wanna, Selma, et al.
Published: (2024)
Industry-Aligned Granular Topic Modeling
by: Moon, Sae Young, et al.
Published: (2026)
by: Moon, Sae Young, et al.
Published: (2026)
Human Inspired Progressive Alignment and Comparative Learning for Grounded Word Acquisition
by: Bao, Yuwei, et al.
Published: (2023)
by: Bao, Yuwei, et al.
Published: (2023)
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction
by: Burdisso, Sergio, et al.
Published: (2024)
by: Burdisso, Sergio, et al.
Published: (2024)
Crafting Interpretable Embeddings by Asking LLMs Questions
by: Benara, Vinamra, et al.
Published: (2024)
by: Benara, Vinamra, et al.
Published: (2024)
Distantly-Supervised Joint Extraction with Noise-Robust Learning
by: Li, Yufei, et al.
Published: (2023)
by: Li, Yufei, et al.
Published: (2023)
RedTopic: Toward Topic-Diverse Red Teaming of Large Language Models
by: Ding, Jiale, et al.
Published: (2025)
by: Ding, Jiale, et al.
Published: (2025)
ArEEG_Words: Dataset for Envisioned Speech Recognition using EEG for Arabic Words
by: Darwish, Hazem, et al.
Published: (2024)
by: Darwish, Hazem, et al.
Published: (2024)
Demystifying Embedding Spaces using Large Language Models
by: Tennenholtz, Guy, et al.
Published: (2023)
by: Tennenholtz, Guy, et al.
Published: (2023)
Similar Items
-
Pointer-Guided Pre-Training: Infusing Large Language Models with Paragraph-Level Contextual Awareness
by: Hillebrand, Lars, et al.
Published: (2024) -
Towards Automated Regulatory Compliance Verification in Financial Auditing with Large Language Models
by: Berger, Armin, et al.
Published: (2025) -
A Survey on Current Trends and Recent Advances in Text Anonymization
by: Deußer, Tobias, et al.
Published: (2025) -
Multi-Modal Vision vs. Text-Based Parsing: Benchmarking LLM Strategies for Invoice Processing
by: Berghaus, David, et al.
Published: (2025) -
Quantum Computing from Hopfield Nets
by: Bauckhage, Christian, et al.
Published: (2025)