Toutanova, Kristina
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
2018/10/11 by Jacob Devlin, Ming-Wei Chang, Devlin, Jacob +5 · 7 voices · 5076 citations
Computer Science · #cs.CL
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1443 citations
Computer Science · #cs.CL #cs.AI
- BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions
2019/05/24 by Christopher Clark, Clark, Christopher, Kenton Lee +9 · 494 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Latent Retrieval for Weakly Supervised Open Domain Question Answering
2019/06/01 by Lee, Kenton, Chang, Ming-Wei, Toutanova, Kristina · 74 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding
2022/10/07 by Kenton Lee, Mandar Joshi, Lee, Kenton +17 · 65 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Advanced Image and Video Retrieval Techniques
- Sparse, Dense, and Attentional Representations for Text Retrieval
2020/05/01 by Yi Luan, Jacob Eisenstein, Luan, Yi +5 · 44 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques #Machine Learning and Algorithms
- From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces
2023/05/31 by Peter Shaw, Shaw, Peter, Mandar Joshi +15 · 1 voice · 14 citations
Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Multimodal Machine Learning Applications #cs.CL #cs.CV #cs.HC #cs.LG
- Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities
2023/02/22 by Hexiang Hu, Yi Luan, Hu, Hexiang +13 · 23 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Digital Imaging for Blood Diseases
- Mitigating Catastrophic Forgetting in Language Transfer via Model Merging
2024/07/11 by Anton Alexandrov, Alexandrov, Anton, Veselin Raychev +9 · 1 voice · 18 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.LG
- Zero-Shot Entity Linking by Reading Entity Descriptions
2019/06/18 by Logeswaran, Lajanugen, Chang, Ming-Wei, Lee, Kenton +3 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Well-Read Students Learn Better: On the Importance of Pre-training Compact Models
2019/08/23 by Turc, Iulia, Chang, Ming-Wei, Lee, Kenton +1 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations
2023/05/19 by Chaitanya Malaviya, Malaviya, Chaitanya, Peter Shaw +7 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Joint Passage Ranking for Diverse Multi-Answer Retrieval
2021/04/17 by Min, Sewon, Lee, Kenton, Chang, Ming-Wei +2 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Compositional Generalization and Natural Language Variation: Can a\n Semantic Parsing Approach Handle Both?
2020/10/23 by Peter Shaw, Ming‐Wei Chang, Shaw, Peter +5 · 4 citations
Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Second Language Acquisition and Learning #Topic Modeling
- Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer
2021/06/30 by Iulia Turc, Kenton Lee, Turc, Iulia +7 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing
2022/05/24 by Qiu, Linlu, Shaw, Peter, Pasupat, Panupong +5 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- ALTA: Compiler-Based Analysis of Transformers
2024/10/23 by Peter Shaw, James Cohan, Shaw, Peter +9 · 1 voice · 5 citations
Computer Science · #Parallel Computing and Optimization Techniques #cs.AI #cs.CL #cs.LG
- A Nested Attention Neural Hybrid Model for Grammatical Error Correction
2017/07/07 by Ji, Jianshu, Wang, Qinlong, Toutanova, Kristina +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Language Model Pre-training for Hierarchical Document Representations
2019/01/26 by Ming‐Wei Chang, Chang, Ming-Wei, Kristina Toutanova +5 · 1 citation
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Improving Compositional Generalization with Latent Structure and Data Augmentation
2021/12/14 by Linlu Qiu, Qiu, Linlu, Peter Shaw +11 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- BgGPT 1.0: Extending English-centric LLMs to other languages
2024/12/14 by Anton Alexandrov, Alexandrov, Anton, Veselin Raychev +9 · 3 citations
Computer Science · Arts and Humanities · #Natural Language Processing Techniques #Translation Studies and Practices #Library Science and Information Systems
- Efficient End-to-End Visual Document Understanding with Rationale Distillation
2023/11/16 by Zhu Wang, Zhu, Wang, Alekh Agarwal +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Video Analysis and Summarization
- Optimizing Pre-Training Data Mixtures with Mixtures of Data Expert Models
2025/02/21 by Belenki, Lior, Alekh Agarwal, Tianze Shi +4 · 1 citation
Computer Science · Decision Sciences · #Big Data Technologies and Applications #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Anchor Prediction: Automatic Refinement of Internet Links
2023/05/23 by Nelson F. Liu, Kenton Lee, Liu, Nelson F. +3 · 1 voice
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling #Wikis in Education and Collaboration #cs.CL #cs.IR
- Contextualized Representations Using Textual Encyclopedic Knowledge
2020/04/24 by Mandar Joshi, Kenton Lee, Joshi, Mandar +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Bridging Kolmogorov Complexity and Deep Learning: Asymptotically Optimal Description Length Objectives for Transformers
2025/09/26 by Peter Shaw, James Cohan, Shaw, Peter +5 · 1 voice · 2 citations
Computer Science · #Computability, Logic, AI Algorithms #Machine Learning and Algorithms #Neural Networks and Applications #cs.AI #cs.CL #cs.LG
- Understanding Museum Exhibits using Vision-Language Reasoning
2024/12/02 by Ada-Astrid Balauca, Sanjana Garai, Balauca, Ada-Astrid +17 · 1 citation
Arts and Humanities · Business, Management and Accounting · Psychology · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Museums and Cultural Heritage #Organizational Strategy and Culture