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Richard Socher

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Papers (56)

  1. Large Language Models: A Survey cs.CL · 2024 · author #5
  2. Learning World Graphs to Accelerate Hierarchical Reinforcement Learning cs.LG · 2019 · author #5
  3. Explain Yourself! Leveraging Language Models for Commonsense Reasoning cs.CL · 2019 · author #4
  4. SParC: Cross-Domain Semantic Parsing in Context cs.CL · 2019 · author #18
  5. On the Generalization Gap in Reparameterizable Reinforcement Learning cs.LG · 2019 · author #4
  6. XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and Question Answering cs.CL · 2019 · author #5
  7. Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems cs.CL · 2019 · author #5
  8. Genie: A Generator of Natural Language Semantic Parsers for Virtual Assistant Commands cs.CL · 2019 · author #4
  9. Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting cs.LG · 2019 · author #4
  10. StartNet: Online Detection of Action Start in Untrimmed Videos cs.CV · 2019 · author #4
  11. Competitive Experience Replay cs.LG · 2019 · author #3
  12. Global-to-local Memory Pointer Networks for Task-Oriented Dialogue cs.CL · 2019 · author #2
  13. Self-Monitoring Navigation Agent via Auxiliary Progress Estimation cs.AI · 2019 · author #6
  14. Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering cs.CL · 2019 · author #4
  15. AdaFrame: Adaptive Frame Selection for Fast Video Recognition cs.CV · 2018 · author #4
  16. A Closer Look at Deep Learning Heuristics: Learning rate restarts, Warmup and Distillation cs.LG · 2018 · author #4
  17. Identifying Generalization Properties in Neural Networks cs.LG · 2018 · author #4
  18. Multi-Hop Knowledge Graph Reasoning with Reward Shaping cs.AI · 2018 · author #2
  19. Improving Abstraction in Text Summarization cs.CL · 2018 · author #4
  20. Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation cs.LG · 2018 · author #4
  21. The Natural Language Decathlon: Multitask Learning as Question Answering cs.CL · 2018 · author #4
  22. Using Mode Connectivity for Loss Landscape Analysis cs.LG · 2018 · author #4
  23. Efficient and Robust Question Answering from Minimal Context over Documents cs.CL · 2018 · author #3
  24. Global-Locally Self-Attentive Dialogue State Tracker cs.CL · 2018 · author #3
  25. End-to-End Dense Video Captioning with Masked Transformer cs.CV · 2018 · author #4
  26. A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation cs.CL · 2018 · author #4
  27. An Analysis of Neural Language Modeling at Multiple Scales cs.CL · 2018 · author #3
  28. Interpretable Counting for Visual Question Answering cs.AI · 2017 · author #3
  29. Improving Generalization Performance by Switching from Adam to SGD cs.LG · 2017 · author #2
  30. A Flexible Approach to Automated RNN Architecture Generation cs.CL · 2017 · author #4
  31. Block-diagonal Hessian-free Optimization for Training Neural Networks cs.LG · 2017 · author #4
  32. Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning cs.AI · 2017 · author #3
  33. Improved Regularization Techniques for End-to-End Speech Recognition cs.CL · 2017 · author #3
  34. Improving End-to-End Speech Recognition with Policy Learning cs.CL · 2017 · author #3
  35. Learning when to skim and when to read cs.CL · 2017 · author #2
  36. Non-Autoregressive Neural Machine Translation cs.CL · 2017 · author #5
  37. Weighted Transformer Network for Machine Translation cs.AI · 2017 · author #3
  38. DCN+: Mixed Objective and Deep Residual Coattention for Question Answering cs.CL · 2017 · author #3
  39. Towards Neural Machine Translation with Latent Tree Attention cs.CL · 2017 · author #2
  40. Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning cs.CL · 2017 · author #3
  41. Regularizing and Optimizing LSTM Language Models cs.CL · 2017 · author #3
  42. Revisiting Activation Regularization for Language RNNs cs.CL · 2017 · author #3
  43. Learned in Translation: Contextualized Word Vectors cs.CL · 2017 · author #4
  44. A Deep Reinforced Model for Abstractive Summarization cs.CL · 2017 · author #3
  45. Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning cs.CV · 2016 · author #4
  46. A Way out of the Odyssey: Analyzing and Combining Recent Insights for LSTMs cs.CL · 2016 · author #4
  47. Dynamic Coattention Networks For Question Answering cs.CL · 2016 · author #3
  48. A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks cs.CL · 2016 · author #4
  49. Quasi-Recurrent Neural Networks cs.NE · 2016 · author #4
  50. Tying Word Vectors and Word Classifiers: A Loss Framework for Language Modeling cs.LG · 2016 · author #3
  51. Pointer Sentinel Mixture Models cs.CL · 2016 · author #4
  52. Dynamic Memory Networks for Visual and Textual Question Answering cs.NE · 2016 · author #3
  53. Ask Me Anything: Dynamic Memory Networks for Natural Language Processing cs.CL · 2015 · author #9
  54. Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks cs.CL · 2015 · author #2
  55. Zero-Shot Learning Through Cross-Modal Transfer cs.CV · 2013 · author #1
  56. Learning New Facts From Knowledge Bases With Neural Tensor Networks and Semantic Word Vectors cs.CL · 2013 · author #2

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