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Phil Blunsom

  1. Teaching Machines to Read and Comprehend
    2015/06/10 by Karl Moritz Hermann, Hermann, Karl Moritz, Tomáš Kočiský +11 · 5 voices · 66 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.NE
  2. The NarrativeQA Reading Comprehension Challenge
    2017/12/19 by Tomáš Kočiský, Kočiský, Tomáš, Jonathan Schwarz +11 · 2 voices · 73 citations
    #cs.CL #cs.AI #cs.NE
  3. A Convolutional Neural Network for Modelling Sentences
    2014/04/08 by Nal Kalchbrenner, Kalchbrenner, Nal, Edward Grefenstette +3 · 1 voice · 9 citations
    #cs.CL
  4. Latent Predictor Networks for Code Generation
    2016/03/22 by Wang Ling, Edward Grefenstette, Ling, Wang +11 · 1 voice · 21 citations
    Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.CL #cs.NE
  5. Intriguing Properties of Quantization at Scale
    2023/05/30 by Arash Ahmadian, Saurabh Dash, Ahmadian, Arash +13 · 3 voices · 5 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Parallel Computing and Optimization Techniques #cs.AI #cs.LG
  6. e-SNLI: Natural Language Inference with Natural Language Explanations
    2018/12/04 by Oana-Maria Camburu, Tim Rocktäschel, Camburu, Oana-Maria +5 · 35 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  7. On the State of the Art of Evaluation in Neural Language Models
    2017/07/18 by Gábor Melis, Chris Dyer, Melis, Gábor +3 · 3 voices · 3 citations
    #cs.CL
  8. A Systematic Investigation of Commonsense Knowledge in Large Language Models
    2021/10/31 by Xiang Lorraine Li, Li, Xiang Lorraine, Adhiguna Kuncoro +9 · 1 voice · 5 citations
    #cs.CL
  9. Learning and Evaluating General Linguistic Intelligence
    2019/01/31 by Dani Yogatama, Yogatama, Dani, Cyprien de Masson d'Autume +23 · 1 voice · 6 citations
    Computer Science · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG #stat.ML
  10. Rope to Nope and Back Again: A New Hybrid Attention Strategy
    2025/01/30 by Bowen Yang, Yang, Bowen, Bharat Venkitesh +11 · 3 voices · 8 citations
    #cs.CL
  11. Grounded Language Learning in a Simulated 3D World
    2017/06/20 by Karl Moritz Hermann, Hermann, Karl Moritz, Felix Hill +25 · 20 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Multimodal Machine Learning Applications
  12. Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier
    2024/12/05 by John Dang, Dang, John, Shivalika Singh +90 · 2 voices · 23 citations
    Arts and Humanities · Computer Science · #Second Language Learning and Teaching #cs.CL
  13. Aya 23: Open Weight Releases to Further Multilingual Progress
    2024/05/23 by Viraat Aryabumi, Aryabumi, Viraat, John Dang +39 · 1 voice · 15 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling #cs.CL
  14. Neural Arithmetic Logic Units
    2018/08/01 by Andrew Trask, Trask, Andrew, Felix Hill +9 · 1 voice · 1 citation
    #cs.NE
  15. Simplicity Bias in Transformers and their Ability to Learn Sparse Boolean Functions
    2022/11/22 by Satwik Bhattamishra, Arkil Patel, Bhattamishra, Satwik +5 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  16. Deep Learning for Answer Sentence Selection
    2014/12/04 by Lei Yu, Karl Moritz Hermann, Yu, Lei +5 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  17. Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions
    2023/10/04 by Satwik Bhattamishra, Arkil Patel, Bhattamishra, Satwik +5 · 8 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
  18. Discovering Discrete Latent Topics with Neural Variational Inference
    2017/06/01 by Yishu Miao, Miao, Yishu, Edward Grefenstette +3 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Time Series Analysis and Forecasting #Topic Modeling
  19. StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models
    2022/05/23 by Adam Liška, Tomáš Kočiský, Liška, Adam +25 · 5 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
  20. Neural Variational Inference for Text Processing
    2015/11/19 by Yishu Miao, Lei Yu, Miao, Yishu +3 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  21. Human Feedback is not Gold Standard
    2023/09/28 by Tom Hosking, Hosking, Tom, Phil Blunsom +3 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  22. Improving Reward Models with Synthetic Critiques
    2024/05/31 by Zihuiwen Ye, Fraser Greenlee-Scott, Ye, Zihuiwen +9 · 6 citations
    Economics, Econometrics and Finance · #Diverse Scientific and Economic Studies
  23. Command A: An Enterprise-Ready Large Language Model
    2025/04/01 by Team Cohere, Cohere, Team, : +316 · 10 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Software System Performance and Reliability #Advanced Software Engineering Methodologies
  24. Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization
    2022/05/24 by Aishwarya Agrawal, Agrawal, Aishwarya, Ivana Kajić +11 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  25. Learning to Compose Words into Sentences with Reinforcement Learning
    2016/11/28 by Dani Yogatama, Yogatama, Dani, Phil Blunsom +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  26. Separations in the Representational Capabilities of Transformers and Recurrent Architectures
    2024/06/13 by Satwik Bhattamishra, Michael G. Hahn, Bhattamishra, Satwik +5 · 4 citations
    Engineering · #Modular Robots and Swarm Intelligence #Architecture and Computational Design
  27. Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play
    2022/10/21 by Qi Liu, Zihuiwen Ye, Liu, Qi +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  28. Online Segment to Segment Neural Transduction
    2016/09/26 by Lei Yu, Yu, Lei, Jan Buys +3 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  29. Compositional Morphology for Word Representations and Language Modelling
    2014/05/16 by Jan A. Botha, Botha, Jan A., Phil Blunsom +1 · 1 citation
    Computer Science · #68T50 #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.6 #I.2.7 #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  30. BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts
    2024/08/15 by Qizhen Zhang, Zhang, Qizhen, Nikolas Gritsch +19 · 1 citation
    Computer Science · Business, Management and Accounting · #Time Series Analysis and Forecasting #Customer churn and segmentation #Data Stream Mining Techniques