Terra Blevins
- 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 · 5 citations
Computer Science · #Natural Language Processing Techniques #cs.CL
- Detecting Pretraining Data from Large Language Models
2023/10/25 by Weijia Shi, Anirudh Ajith, Shi, Weijia +13 · 65 citations
Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Demystifying Prompts in Language Models via Perplexity Estimation
2022/12/08 by Hila Gonen, Srini Iyer, Gonen, Hila +7 · 34 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
- BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer
2023/05/24 by Akari Asai, Sneha Kudugunta, Asai, Akari +15 · 7 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models
2024/01/19 by Terra Blevins, Tomasz Limisiewicz, Blevins, Terra +11 · 6 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
- Moving Down the Long Tail of Word Sense Disambiguation with\n Gloss-Informed Biencoders
2020/05/06 by Terra Blevins, Blevins, Terra, Luke Zettlemoyer +1 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Language Contamination Helps Explain the Cross-lingual Capabilities of English Pretrained Models
2022/04/17 by Terra Blevins, Blevins, Terra, Luke Zettlemoyer +1 · 2 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- Prompting Language Models for Linguistic Structure
2022/11/15 by Terra Blevins, Blevins, Terra, Hila Gonen +3 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Targeted Multilingual Adaptation for Low-resource Language Families
2024/05/20 by Carlton Downey, Terra Blevins, Downey, C. M. +7 · 1 citation
Arts and Humanities · Psychology · #Second Language Learning and Teaching #Language Development and Disorders
- Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE
2025/05/18 by Varvara Arzt, Arzt, Varvara, Allan Hanbury +7 · 1 voice · 1 citation
Computer Science · Social Sciences · #Authorship Attribution and Profiling #Computational and Text Analysis Methods #Topic Modeling #cs.CL