Kristina Toutanova
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
2018/10/11 by Jacob Devlin, Devlin, Jacob, Ming-Wei Chang +5 · 7 voices · 4104 citations
#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, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1398 citations
#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 · 376 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding
2022/10/07 by Kenton Lee, Lee, Kenton, Mandar Joshi +17 · 50 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, Luan, Yi, Jacob Eisenstein +5 · 34 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 · 12 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, Hu, Hexiang, Yi Luan +13 · 20 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, Veselin Raychev, Alexandrov, Anton +9 · 11 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer
2021/06/30 by Iulia Turc, Kenton Lee, Turc, Iulia +7 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- 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 · 3 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
- ALTA: Compiler-Based Analysis of Transformers
2024/10/23 by Peter Shaw, James Cohan, Shaw, Peter +9 · 1 voice · 4 citations
Computer Science · #Parallel Computing and Optimization Techniques #cs.AI #cs.CL #cs.LG
- 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
- 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 Alekh Agarwal, Belenki, Lior, 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)
- BgGPT 1.0: Extending English-centric LLMs to other languages
2024/12/14 by Anton Alexandrov, Alexandrov, Anton, Veselin Raychev +9 · 2 citations
Computer Science · Arts and Humanities · #Natural Language Processing Techniques #Translation Studies and Practices #Library Science and Information Systems
- 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, Joshi, Mandar, Kenton Lee +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
- Understanding Museum Exhibits using Vision-Language Reasoning
2024/12/02 by Ada-Astrid Balauca, Balauca, Ada-Astrid, Sanjana Garai +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