Exploring Interpretability of Independent Components of Word Embeddings with Automated Word Intruder Test
Fuente:
arXiv
Saved in:
| Main Authors: | Musil, Tomáš, Mareček, David |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Transforming Hidden States into Binary Semantic Features
by: Musil, Tomáš, et al.
Published: (2024)
by: Musil, Tomáš, et al.
Published: (2024)
Dual Debiasing: Remove Stereotypes and Keep Factual Gender for Fair Language Modeling and Translation
by: Limisiewicz, Tomasz, et al.
Published: (2025)
by: Limisiewicz, Tomasz, et al.
Published: (2025)
Debiasing Algorithm through Model Adaptation
by: Limisiewicz, Tomasz, et al.
Published: (2023)
by: Limisiewicz, Tomasz, et al.
Published: (2023)
One Word Is Not Enough: Simple Prompts Improve Word Embeddings
by: Ranjan, Rajeev
Published: (2025)
by: Ranjan, Rajeev
Published: (2025)
PWESuite: Phonetic Word Embeddings and Tasks They Facilitate
by: Zouhar, Vilém, et al.
Published: (2023)
by: Zouhar, Vilém, et al.
Published: (2023)
Interpretable Topic Extraction and Word Embedding Learning using row-stochastic DEDICOM
by: Hillebrand, Lars, et al.
Published: (2025)
by: Hillebrand, Lars, et al.
Published: (2025)
Revisiting Word Embeddings in the LLM Era
by: Mahajan, Yash, et al.
Published: (2025)
by: Mahajan, Yash, et al.
Published: (2025)
Evaluating Metrics for Bias in Word Embeddings
by: Schröder, Sarah, et al.
Published: (2021)
by: Schröder, Sarah, et al.
Published: (2021)
Span-Aggregatable, Contextualized Word Embeddings for Effective Phrase Mining
by: Orbach, Eyal, et al.
Published: (2024)
by: Orbach, Eyal, et al.
Published: (2024)
Subword Tokenization Strategies for Kurdish Word Embeddings
by: Salehi, Ali, et al.
Published: (2025)
by: Salehi, Ali, et al.
Published: (2025)
Characterizing Linguistic Shifts in Croatian News via Diachronic Word Embeddings
by: Dukić, David, et al.
Published: (2025)
by: Dukić, David, et al.
Published: (2025)
Revisiting Word Embeddings in the LLM Era
by: Mahajan, Yash, et al.
Published: (2024)
by: Mahajan, Yash, et al.
Published: (2024)
Learning Complex Word Embeddings in Classical and Quantum Spaces
by: Harvey, Carys, et al.
Published: (2024)
by: Harvey, Carys, et al.
Published: (2024)
Statistical Uncertainty in Word Embeddings: GloVe-V
by: Vallebueno, Andrea, et al.
Published: (2024)
by: Vallebueno, Andrea, et al.
Published: (2024)
Correspondence Analysis and PMI-Based Word Embeddings: A Comparative Study
by: Qi, Qianqian, et al.
Published: (2024)
by: Qi, Qianqian, et al.
Published: (2024)
Mitigating Gender Bias in Contextual Word Embeddings
by: Yarrabelly, Navya, et al.
Published: (2024)
by: Yarrabelly, Navya, 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)
Automated Explanation of Machine Learning Models of Footballing Actions in Words
by: Rahimian, Pegah, et al.
Published: (2025)
by: Rahimian, Pegah, et al.
Published: (2025)
Word-Centered Semantic Graphs for Interpretable Diachronic Sense Tracking
by: Kolli, Imene, et al.
Published: (2026)
by: Kolli, Imene, et al.
Published: (2026)
Hierarchies over Vector Space: Orienting Word and Graph Embeddings
by: Guo, Xingzhi, et al.
Published: (2022)
by: Guo, Xingzhi, et al.
Published: (2022)
GWPT: A Green Word-Embedding-based POS Tagger
by: Wei, Chengwei, et al.
Published: (2024)
by: Wei, Chengwei, et al.
Published: (2024)
An Evaluation of Sindhi Word Embedding in Semantic Analogies and Downstream Tasks
by: Ali, Wazir, et al.
Published: (2024)
by: Ali, Wazir, et al.
Published: (2024)
Profiling Bias in LLMs: Stereotype Dimensions in Contextual Word Embeddings
by: Schuster, Carolin M., et al.
Published: (2024)
by: Schuster, Carolin M., et al.
Published: (2024)
From Word to World: Evaluate and Mitigate Culture Bias in LLMs via Word Association Test
by: Dai, Xunlian, et al.
Published: (2025)
by: Dai, Xunlian, et al.
Published: (2025)
Accurate and Efficient Statistical Testing for Word Semantic Breadth
by: Ehara, Yo
Published: (2026)
by: Ehara, Yo
Published: (2026)
semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces
by: Ranganathan, Jwalanthi, et al.
Published: (2025)
by: Ranganathan, Jwalanthi, et al.
Published: (2025)
Word Chain Generators for Prefix Normal Words
by: Adamson, Duncan, et al.
Published: (2025)
by: Adamson, Duncan, et al.
Published: (2025)
Interpretable Syntactic Representations Enable Hierarchical Word Vectors
by: Silwal, Biraj
Published: (2024)
by: Silwal, Biraj
Published: (2024)
A Comparative Analysis of Static Word Embeddings for Hungarian
by: Gedeon, Máté
Published: (2025)
by: Gedeon, Máté
Published: (2025)
A Comprehensive Analysis of Static Word Embeddings for Turkish
by: Sarıtaş, Karahan, et al.
Published: (2024)
by: Sarıtaş, Karahan, et al.
Published: (2024)
On the Emergence of Linear Analogies in Word Embeddings
by: Korchinski, Daniel J., et al.
Published: (2025)
by: Korchinski, Daniel J., et al.
Published: (2025)
A Comprehensive Empirical Evaluation of Existing Word Embedding Approaches
by: Zaland, Obaidullah, et al.
Published: (2023)
by: Zaland, Obaidullah, et al.
Published: (2023)
MockConf: A Student Interpretation Dataset: Analysis, Word- and Span-level Alignment and Baselines
by: Javorský, Dávid, et al.
Published: (2025)
by: Javorský, Dávid, et al.
Published: (2025)
Static Word Embeddings for Sentence Semantic Representation
by: Wada, Takashi, et al.
Published: (2025)
by: Wada, Takashi, et al.
Published: (2025)
Word Embedding Techniques for Classification of Star Ratings
by: Abdelmotaleb, Hesham, et al.
Published: (2025)
by: Abdelmotaleb, Hesham, et al.
Published: (2025)
Geological Inference from Textual Data using Word Embeddings
by: Linphrachaya, Nanmanas, et al.
Published: (2025)
by: Linphrachaya, Nanmanas, et al.
Published: (2025)
The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations
by: Soler, Aina Garí, et al.
Published: (2024)
by: Soler, Aina Garí, et al.
Published: (2024)
Word Embedding Dimension Reduction via Weakly-Supervised Feature Selection
by: Xue, Jintang, et al.
Published: (2024)
by: Xue, Jintang, et al.
Published: (2024)
Semantic Compression for Word and Sentence Embeddings using Discrete Wavelet Transform
by: Salama, Rana Aref, et al.
Published: (2025)
by: Salama, Rana Aref, et al.
Published: (2025)
HJ-Ky-0.1: an Evaluation Dataset for Kyrgyz Word Embeddings
by: Alekseev, Anton, et al.
Published: (2024)
by: Alekseev, Anton, et al.
Published: (2024)
Similar Items
-
Transforming Hidden States into Binary Semantic Features
by: Musil, Tomáš, et al.
Published: (2024) -
Dual Debiasing: Remove Stereotypes and Keep Factual Gender for Fair Language Modeling and Translation
by: Limisiewicz, Tomasz, et al.
Published: (2025) -
Debiasing Algorithm through Model Adaptation
by: Limisiewicz, Tomasz, et al.
Published: (2023) -
One Word Is Not Enough: Simple Prompts Improve Word Embeddings
by: Ranjan, Rajeev
Published: (2025) -
PWESuite: Phonetic Word Embeddings and Tasks They Facilitate
by: Zouhar, Vilém, et al.
Published: (2023)