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Richard Socher — all works

172 works · page 2 of 2 · 101–172 · ← Richard Socher

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  1. CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization ↗arXiv (Cornell University) · no summary yetAndre Esteva et al.2020 · 42 citations
  2. Revisiting Activation Regularization for Language RNNs ↗arXiv (Cornell University) · no summary yetStephen Merity, McCann, Bryan, Richard Socher2017 · 42 citations
  3. Identifying Generalization Properties in Neural Networks ↗arXiv (Cornell University) · no summary yetHuan Wang et al.2018 · 39 citations
  4. Taming MAML: Efficient unbiased meta-reinforcement learning ↗International Conference on Machine Learning · no summary yetHao Liu, Richard Socher, Caiming Xiong2019 · 36 citations
  5. COVID-19 Growth Rate Decreases with Social Capital ↗medRxiv · no summary yetLav R. Varshney, Richard Socher2020 · 34 citations
  6. A High-Quality Multilingual Dataset for Structured Documentation Translation ↗Proceedings of the Fourth Conference on Machine Translation (Volume 1: Research Papers) · no summary yetKazuma Hashimoto et al.2019 · 33 citations
  7. An Investigation of Phone-Based Subword Units for End-to-End Speech Recognition ↗Interspeech (USB) · no summary yetWeiran Wang et al.2020 · 31 citations
  8. Spectral Chinese Restaurant Processes: Nonparametric Clustering Based on Similarities ↗no summary yetRichard Socher, Andrew L. Maas, Christopher D. Manning2011 · 30 citations
  9. Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards ↗arXiv (Cornell University) · no summary yetAlexander Trott et al.2019 · 29 citations
  10. Theory-Inspired Path-Regularized Differential Network Architecture Search ↗arXiv (Cornell University) · no summary yetPan Zhou et al.2020 · 27 citations
  11. MKD: a Multi-Task Knowledge Distillation Approach for Pretrained Language Models ↗arXiv (Cornell University) · no summary yetLiu, Linqing et al.2019 · 27 citations
  12. Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetYifan Gao et al.2020 · 26 citations
  13. Proceedings of the 2013 NAACL HLT Student Research Workshop ↗North American Chapter of the Association for Computational Linguistics · no summary yetAnnie Priyadarshini Louis et al.2013 · 26 citations
  14. Improving out-of-distribution generalization via multi-task self-supervised pretraining ↗arXiv (Cornell University) · no summary yetIsabela Albuquerque et al.2020 · 25 citations
  15. Limits of Detecting Text Generated by Large-Scale Language Models ↗Information Theory and Applications Workshop (ITA) · no summary yetLav R. Varshney, Nitish Shirish Keskar, Richard Socher2020 · 25 citations
  16. Pretrained AI Models: Performativity, Mobility, and Change ↗arXiv (Cornell University) · no summary yetLav R. Varshney, Nitish Shirish Keskar, Richard Socher2019 · 25 citations
  17. MetaMind Neural Machine Translation System for WMT 2016 ↗Proceedings of the First Conference on Machine Translation: Volume 2, Shared Task Papers · no summary yetJames Bradbury, Richard Socher2016 · 24 citations
  18. Explore, discover and learn: unsupervised discovery of state-covering skills ↗UPCommons institutional repository (Universitat Politècnica de Catalunya) · no summary yetCampos Camúñez, Víctor et al.2020 · 21 citations
  19. A Bayesian Analysis of Dynamics in Free Recall ↗no summary yetRichard Socher et al.2009 · 21 citations
  20. Towards Neural Machine Translation with Latent Tree Attention ↗Proceedings of the 2nd Workshop on Structured Prediction for Natural Language Processing · no summary yetJames Bradbury, Richard Socher2017 · 20 citations
  21. A learning based hierarchical model for vessel segmentation ↗IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI) · no summary yetRichard Socher, Adrian Barbu, Dorin Comaniciu2008 · 19 citations
  22. ESPRIT: Explaining Solutions to Physical Reasoning Tasks ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetNazneen Fatema Rajani et al.2020 · 18 citations
  23. Towards Understanding Hierarchical Learning: Benefits of Neural Representations ↗arXiv (Cornell University) · no summary yetMinshuo Chen et al.2020 · 17 citations
  24. Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization ↗arXiv (Cornell University) · no summary yetStanisław Jastrzȩbski et al.2020 · 16 citations
  25. The AI Economist: Optimal Economic Policy Design via Two-level Deep Reinforcement Learning ↗SSRN Electronic Journal · no summary yetStephan Zheng et al.2021 · 14 citations
  26. Towards Noise-resistant Object Detection with Noisy Annotations ↗arXiv (Cornell University) · no summary yetJunnan Li et al.2020 · 14 citations
  27. On the Generalization Gap in Reparameterizable Reinforcement Learning ↗arXiv (Cornell University) · no summary yetHuan Wang et al.2019 · 14 citations
  28. Deleter: Leveraging BERT to Perform Unsupervised Successive Text Compression ↗arXiv (Cornell University) · no summary yetTong Niu, Caiming Xiong, Richard Socher2019 · 13 citations
  29. A Way out of the Odyssey: Analyzing and Combining Recent Insights for LSTMs ↗arXiv (Cornell University) · no summary yetShayne Longpre et al.2016 · 13 citations
  30. Learning when to skim and when to read ↗Proceedings of the 2nd Workshop on Representation Learning for NLP · no summary yetAlexander Johansen, Richard Socher2017 · 12 citations
  31. A Flexible Approach to Automated RNN Architecture Generation ↗arXiv (Cornell University) · no summary yetMartin Schrimpf et al.2017 · 12 citations
  32. Sketch-Fill-A-R: A Persona-Grounded Chit-Chat Generation Framework ↗Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI · no summary yetMichael Shum et al.2020 · 11 citations
  33. Improved Regularization Techniques for End-to-End Speech Recognition ↗arXiv (Cornell University) · no summary yetYingbo Zhou, Caiming Xiong, Richard Socher2017 · 11 citations
  34. Converse: A Tree-Based Modular Task-Oriented Dialogue System ↗arXiv (Cornell University) · no summary yetTian Xie et al.2022 · 10 citations
  35. Learning World Graphs to Accelerate Hierarchical Reinforcement Learning ↗arXiv (Cornell University) · no summary yetWenling Shang et al.2019 · 10 citations
  36. Online Structured Meta-learning ↗arXiv (Cornell University) · no summary yetHuaxiu Yao et al.2020 · 9 citations
  37. Taylorized Training: Towards Better Approximation of Neural Network Training at Finite Width ↗arXiv (Cornell University) · no summary yetYu Bai et al.2020 · 8 citations
  38. Block-diagonal Hessian-free Optimization for Training Neural Networks ↗arXiv (Cornell University) · no summary yetHuishuai Zhang et al.2017 · 8 citations
  39. Deep Learning for Sentiment Analysis - Invited Talk ↗Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis · no summary yetSocher, Richard2016 · 8 citations
  40. Competitive Experience Replay ↗arXiv (Cornell University) · no summary yetHao Liu et al.2019 · 7 citations
  41. Using Mode Connectivity for Loss Landscape Analysis ↗arXiv (Cornell University) · no summary yetAkhilesh Deepak Gotmare et al.2018 · 7 citations
  42. RECURSIVE DEEP LEARNING FOR NATURAL LANGUAGE PROCESSING AND COMPUTER VISION ↗no summary yetRichard Socher2014 · 7 citations
  43. Evaluating State-of-the-Art Classification Models Against Bayes Optimality ↗arXiv (Cornell University) · no summary yetRyan Theisen et al.2021 · 6 citations
  44. DIME: An Information-Theoretic Difficulty Measure for AI Datasets ↗no summary yetPeiliang Zhang et al.2019 · 6 citations
  45. Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act TaggingConference on Empirical Methods in Natural Language Processing (EMNLP)Semih Yavuz, Kazuma Hashimoto, Wenhao Liu, et al.2020 · 5 citations
  46. The Thieves on Sesame Street are Polyglots - Extracting Multilingual Models from Monolingual APIs ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetNitish Shirish Keskar et al.2020 · 4 citations
  47. Predicting with High Correlation Features ↗arXiv (Cornell University) · no summary yetDevansh Arpit, Caiming Xiong, Richard Socher2019 · 3 citations
  48. Stanford’s System for Parsing the English Web ↗no summary yetDavid McClosky et al.2012 · 3 citations
  49. Central Yup'ik and Machine Translation of Low-Resource Polysynthetic Languages ↗arXiv (Cornell University) · no summary yetChristopher Liu et al.2020 · 2 citations
  50. Global Capacity Measures for Deep ReLU Networks via Path Sampling ↗arXiv (Cornell University) · no summary yetRyan Theisen et al.2019 · 2 citations
  51. Deep Learning for NLP (without Magic) References ↗no summary yetRichard Socher, Yoshua Bengio, Christopher D. Manning2012 · 2 citations
  52. Neural Bayes: A Generic Parameterization Method for Unsupervised Representation Learning ↗arXiv (Cornell University) · no summary yetDevansh Arpit et al.2020 · 1 citation
  53. Explaining Creative Artifacts ↗arXiv (Cornell University) · no summary yetLav R. Varshney, Nazneen Fatema Rajani, Richard Socher2020 · 1 citation
  54. MP28-01 ARTIFICIAL INTELLIGENCE (AI) ACCURATELY AUTOMATE AND SPEED IMMUNOFLUORESCENCE (IF)-BASED DISCOVERY AND VALIDATION OF NOVEL PROGNOSTIC AND PREDICTIVE BIOMARKERS IN PROSTATE CANCER ↗The Journal of Urology · no summary yetHao Gia Nguyen et al.2019 · 1 citation
  55. Contextual Salience for Fast and Accurate Sentence Vectors ↗arXiv (Cornell University) · no summary yetEric Zelikman, Richard Socher2018 · 1 citation
  56. Towards the ImageNet-CNN of NLP: Pretraining Sentence Encoders with Machine Translation ↗neural information processing systems · no summary yetBryan McCann et al.2017 · 1 citation
  57. Combining Contexts in Lexicon Learning for Semantic Parsing ↗Proceedings of the 16th Nordic Conference of Computational Linguistics (NODALIDA 2007) · no summary yetRichard Socher, Chris Biemann, Rainer Osswald2007 · 1 citation
  58. Reference-Free Rating of LLM Responses via Latent Information ↗arXiv (Cornell University) · no summary yetLeander Girrbach et al.2025
  59. Assessing Local Generalization Capability in Deep Models. ↗International Conference on Artificial Intelligence and Statistics · no summary yetHuan Wang et al.2020
  60. Guided Adaptive Credit Assignment for Sample Efficient Policy Optimization ↗no summary yetHao Liu, Richard Socher, Caiming Xiong2019
  61. Learning World Graph Decompositions To Accelerate Reinforcement Learning ↗no summary yetWenling Shang et al.2019
  62. Continual Learning via Explicit Structure Learning ↗no summary yetXilai Li et al.2018
  63. Proceedings of the 2nd Workshop on Structured Prediction for Natural Language Processing ↗Greater South Information System · no summary yetEmma Strubell et al.2017
  64. A N F O ↗no summary yetWill Y. Zou et al.2015
  65. Six Reasons to Explore Deep Learning ↗no summary yetRichard Socher et al.2014
  66. Learning new facts from knowledge bases with neural tensor networks and semantic word vectors, CoRR abs/1301.3618 ↗no summary yetDanqi Chen et al.2013
  67. ACL 2012 Tutorial References ↗no summary yetRichard Socher et al.2012
  68. C.D.: Parsing natural scenes and natural language with recursive neural networks ↗no summary yetChristoper D. Manning et al.2011
  69. A Gibbs Sampler for Spatial Clustering with the Distance-dependent Chinese Restaurant Process ↗no summary yetRichard Socher, Christopher D. Manning2011
  70. Automatic Extension of Semantic Lexicons with a Bootstrapping Algorithm: Using Corpora to Learn Semantic Features ↗no summary yetRichard Socher2008
  71. Manifold Learning and Dimensionality Reduction with Diffusion Maps ↗no summary yetRichard Socher2008
  72. ”Automatic Extension of Feature-based Semantic Lexicons via Bootstrapping Algorithms” ↗no summary yetRichard Socher et al.2007

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