Dan Jurafsky

Community Identity and User Engagement in a Multi-Community Landscape

Justine Zhang, William L. Hamilton, Cristian Danescu-Niculescu-Mizil, Dan Jurafsky, Jure Leskovec

Comments 10 page, 3 figures, To appear in the Proceedings of the 11th International Conference On Web And Social Media, ICWSM 2017; this version has subtle differences with the proceedings version, including an introductory quote

Loyalty in Online Communities

William L. Hamilton, Justine Zhang, Cristian Danescu-Niculescu-Mizil, Dan Jurafsky, Jure Leskovec

Comments Extended version of a paper appearing in the Proceedings of ICWSM 2017 (with the same title); please cite the official ICWSM version

Learning multi-faceted representations of individuals from heterogeneous evidence using neural networks

Jiwei Li, Alan Ritter, Dan Jurafsky

Data Noising as Smoothing in Neural Network Language Models

Ziang Xie, Sida I. Wang, Jiwei Li, Daniel Lévy, Aiming Nie, Dan Jurafsky, Andrew Y. Ng

Comments ICLR 2017

Data Distillation for Controlling Specificity in Dialogue Generation

Jiwei Li, Will Monroe, Dan Jurafsky

Learning to Decode for Future Success

Jiwei Li, Will Monroe, Dan Jurafsky

Understanding Neural Networks through Representation Erasure

Jiwei Li, Will Monroe, Dan Jurafsky

A Simple, Fast Diverse Decoding Algorithm for Neural Generation

Jiwei Li, Will Monroe, Dan Jurafsky

Deep Reinforcement Learning for Dialogue Generation

Jiwei Li, Will Monroe, Alan Ritter, Michel Galley, Jianfeng Gao, Dan Jurafsky

Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change

William L. Hamilton, Jure Leskovec, Dan Jurafsky

Comments 5 pages, 3 figures, EMNLP 2016

Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora

William L. Hamilton, Kevin Clark, Jure Leskovec, Dan Jurafsky

Comments 11 pages, 5 figures, EMNLP 2016

Citation Classification for Behavioral Analysis of a Scientific Field

David Jurgens, Srijan Kumar, Raine Hoover, Dan McFarland, Dan Jurafsky

Neural Language Correction with Character-Based Attention

Ziang Xie, Anand Avati, Naveen Arivazhagan, Dan Jurafsky, Andrew Y. Ng

Comments 10 pages

Mutual Information and Diverse Decoding Improve Neural Machine Translation

Jiwei Li, Dan Jurafsky

Visualizing and Understanding Neural Models in NLP

Jiwei Li, Xinlei Chen, Eduard Hovy, Dan Jurafsky

Do Multi-Sense Embeddings Improve Natural Language Understanding?

Jiwei Li, Dan Jurafsky

When Are Tree Structures Necessary for Deep Learning of Representations?

Jiwei Li, Minh-Thang Luong, Dan Jurafsky, Eudard Hovy

A Hierarchical Neural Autoencoder for Paragraphs and Documents

Jiwei Li, Minh-Thang Luong, Dan Jurafsky

Building DNN Acoustic Models for Large Vocabulary Speech Recognition

Andrew L. Maas, Peng Qi, Ziang Xie, Awni Y. Hannun, Christopher T. Lengerich, Daniel Jurafsky, Andrew Y. Ng

First-Pass Large Vocabulary Continuous Speech Recognition using Bi-Directional Recurrent DNNs

Awni Y. Hannun, Andrew L. Maas, Daniel Jurafsky, Andrew Y. Ng

Inferring User Preferences by Probabilistic Logical Reasoning over Social Networks

Jiwei Li, Alan Ritter, Dan Jurafsky

How to Ask for a Favor: A Case Study on the Success of Altruistic Requests

Tim Althoff, Cristian Danescu-Niculescu-Mizil, Dan Jurafsky

Comments To appear at ICWSM 2014. 10pp, 3 fig. Data and other info available at http://www.mpi-sws.org/~cristian/How_to_Ask_for_a_Favor.html

A Computational Approach to Politeness with Application to Social Factors

Cristian Danescu-Niculescu-Mizil, Moritz Sudhof, Dan Jurafsky, Jure Leskovec, Christopher Potts

Comments To appear at ACL 2013. 10pp, 3 fig. Data and other info available at http://www.mpi-sws.org/~cristian/Politeness.html

Learning Attitudes and Attributes from Multi-Aspect Reviews

Julian McAuley, Jure Leskovec, Dan Jurafsky

Comments 11 pages, 6 figures, extended version of our ICDM 2012 submission