2014 · Language models
Sequence to Sequence Learning with Neural Networks
Selected research in language models. Read the full paper, including the methods, experiments, and reported results.
Paper & contextOriol Vinyals
Language models
Treating structured predictions as sequences.
Vinyals studies neural models for language, structured prediction, and decision making. The selected work moves from sequence-to-sequence learning and pointer networks to discrete representations, compute-efficient training, and multimodal systems.
Selected work
10 papers
2015 · Language models
Pointer Networks
Selected research in language models. Read the full paper, including the methods, experiments, and reported results.
Paper & context2022 · Scaling laws
Training Compute-Optimal Large Language Models
The Chinchilla study revisits how to divide a training budget between model size and data. It argues that many contemporary large models were undertrained.
Paper & context2017 · Language models
Neural Discrete Representation Learning
VQ-VAE learns discrete latent codes that a decoder can use to reconstruct and generate data.
Paper & context2025 · Language models
Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
Selected research in language models. Read the full paper, including the methods, experiments, and reported results.
Paper & context2025 · AI for science
Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Selected research in ai for science, reinforcement learning. Read the full paper, including the methods, experiments, and reported results.
Paper & context2025 · Language models
Gemini Robotics: Bringing AI into the Physical World
Selected research in language models. Read the full paper, including the methods, experiments, and reported results.
Paper & context2025 · AI for science
Gemma 3 Technical Report
Selected research in ai for science, efficient ai. Read the full paper, including the methods, experiments, and reported results.
Paper & context2024 · Language models
A Practitioner's Guide to Continual Multimodal Pretraining
Selected research in language models. Read the full paper, including the methods, experiments, and reported results.
Paper & context2024 · AI for science
Imagen 3
Selected research in ai for science, language models. Read the full paper, including the methods, experiments, and reported results.
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