Hila Gonen
- Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models
2024/08/12 by Hila Gonen, Gonen, Hila, Terra Blevins +7 · 7 voices · 4 citations
#cs.CL
- Null It Out: Guarding Protected Attributes by Iterative Nullspace\n Projection
2020/04/16 by Shauli Ravfogel, Ravfogel, Shauli, Yanai Elazar +7 · 33 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Demystifying Prompts in Language Models via Perplexity Estimation
2022/12/08 by Hila Gonen, Srini Iyer, Gonen, Hila +7 · 28 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them
2019/03/09 by Hila Gonen, Yoav Goldberg, Gonen, Hila +1 · 23 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Hate Speech and Cyberbullying Detection
- Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models
2023/05/23 by Orevaoghene Ahia, Sachin Kumar, Ahia, Orevaoghene +11 · 25 citations
Economics, Econometrics and Finance · Business, Management and Accounting · #Taxation and Compliance Studies #Corporate Taxation and Avoidance #Economic Policies and Impacts
- XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models
2023/01/25 by Davis Liang, Hila Gonen, Liang, Davis +13 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer
2023/05/24 by Akari Asai, Sneha Kudugunta, Asai, Akari +15 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization
2024/07/11 by Orevaoghene Ahia, Sachin Kumar, Ahia, Orevaoghene +10 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models
2024/01/19 by Terra Blevins, Tomasz Limisiewicz, Blevins, Terra +11 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models
2022/05/24 by Terra Blevins, Blevins, Terra, Hila Gonen +3 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Topic Modeling
- Dictionary-based Phrase-level Prompting of Large Language Models for Machine Translation
2023/02/15 by Marjan Ghazvininejad, Hila Gonen, Ghazvininejad, Marjan +3 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Analyzing Gender Representation in Multilingual Models
2022/04/20 by Hila Gonen, Shauli Ravfogel, Gonen, Hila +3 · 2 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Gender Studies in Language #Natural Language Processing Techniques #Text Readability and Simplification
- Voices Unheard: NLP Resources and Models for Yorùbá Regional Dialects
2024/06/27 by Orevaoghene Ahia, Anuoluwapo Aremu, Ahia, Orevaoghene +13 · 2 citations
Computer Science · #Natural Language Processing Techniques
- PhantomBench: Benchmarking the Non-existential Threat of Language Models
2026/06/09 by Haeji Jung, Hila Gonen · 2 voices
Computer Science · #cs.CL #cs.AI
- Prompting Language Models for Linguistic Structure
2022/11/15 by Terra Blevins, Blevins, Terra, Hila Gonen +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- OMNIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities
2025/05/29 by Sahil Verma, Keegan Hines, Verma, Sahil +11 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning