Vivek Srikumar

Best Publications

• ISAAC: a convolutional neural network accelerator with in-situ analog arithmetic in crossbars

  Ali Shafiee;Anirban Nag;Naveen Muralimanohar;Rajeev Balasubramonian

  1682
  Citations

• DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning

  Min Du;Feifei Li;Guineng Zheng;Vivek Srikumar

  1594
  Citations

• Predicting electricity consumption for commercial and residential buildings using deep recurrent neural networks

  Aowabin Rahman;Vivek Srikumar;Amanda D. Smith

  745
  Citations

• Importance of semantic representation: dataless classification

  Ming-Wei Chang;Lev Ratinov;Dan Roth;Vivek Srikumar

  265
  Citations

• Modeling Biological Processes for Reading Comprehension

  Jonathan Berant;Vivek Srikumar;Pei-Chun Chen;Abby Vander Linden

  228
  Citations

• A Comparison of Natural Language Processing Methods for Automated Coding of Motivational Interviewing

  Michael Tanana;Kevin A. Hallgren;Zac E. Imel;David C. Atkins

  145
  Citations

• Visual Exploration of Semantic Relationships in Neural Word Embeddings

  Shusen Liu;Peer-Timo Bremer;Jayaraman J. Thiagarajan;Vivek Srikumar

  127
  Citations

• Discriminative Learning over Constrained Latent Representations

  Ming-Wei Chang;Dan Goldwasser;Dan Roth;Vivek Srikumar

  101
  Citations

• Augmenting Neural Networks with First-order Logic

  Tao Li;Vivek Srikumar

  88
  Citations

• How do you feel? Using natural language processing to automatically rate emotion in psychotherapy.

  Michael J. Tanana;Christina S. Soma;Patty B. Kuo;Nicolas M. Bertagnolli

  82
  Citations

• Structured Output Learning with Indirect Supervision

  Ming-wei Chang;Vivek Srikumar;Dan Goldwasser;Dan Roth

  75
  Citations

• An NLP Curator (or: How I Learned to Stop Worrying and Love NLP Pipelines)

  James Clarke;Vivek Srikumar;Mark Sammons;Dan Roth

  70
  Citations

• A Logic-Driven Framework for Consistency of Neural Models

  Tao Li;Vivek Gupta;Maitrey Mehta;Vivek Srikumar

  67
  Citations

• Modeling Semantic Relations Expressed by Prepositions

  Vivek Srikumar;Dan Roth

  65
  Citations

• A Joint Model for Extended Semantic Role Labeling

  Vivek Srikumar;Dan Roth

  56
  Citations

• Relation Alignment for Textual Entailment Recognition.

  Mark Sammons;V. G. Vinod Vydiswaran;Tim Vieira;Nikhil Johri

  55
  Citations

• Learning Distributed Representations for Structured Output Prediction

  Vivek Srikumar;Christopher D Manning

  53
  Citations

• NLIZE: A Perturbation-Driven Visual Interrogation Tool for Analyzing and Interpreting Natural Language Inference Models

  Shusen Liu;Zhimin Li;Tao Li;Vivek Srikumar

  50
  Citations

• REFLACX, a dataset of reports and eye-tracking data for localization of abnormalities in chest x-rays.

  Ricardo Bigolin Lanfredi;Mingyuan Zhang;William F. Auffermann;Jessica Chan

  47
  Citations

• A Hierarchy with, of, and for Preposition Supersenses

  Nathan Schneider;Vivek Srikumar;Jena D. Hwang;Martha Palmer

  42
  Citations