Papers
Improving Distant Supervision for Information Extraction Using Label Propagation Through Lists
Lidong Bing, Sneha Chaudhari, Richard Wang et al.
“A Spousal Relation Begins with a Deletion of engage and Ends with an Addition of divorce”: Learning State Changing Verbs from Wikipedia Revision History
Derry Tanti Wijaya, Ndapandula Nakashole, Tom Mitchell
Named entity recognition with document-specific KB tag gazetteers
Will Radford, Xavier Carreras, James Henderson
Extraction and generalisation of variables from scientific publications
Erwin Marsi, Pinar Öztürk
Semi-Supervised Bootstrapping of Relationship Extractors with Distributional Semantics
David S. Batista, Bruno Martins, Mário J. Silva
Automatic Extraction of Time Expressions Accross Domains in French Narratives
Mike Donald Tapi Nzali, Xavier Tannier, Aurélie Névéol
Joint Embedding of Query and Ad by Leveraging Implicit Feedback
Sungjin Lee, Yifan Hu
Learning a Deep Hybrid Model for Semi-Supervised Text Classification
Alexander Ororbia II, C. Lee Giles, David Reitter
Human Evaluation of Grammatical Error Correction Systems
Roman Grundkiewicz, Marcin Junczys-Dowmunt, Edward Gillian
Spelling Correction of User Search Queries through Statistical Machine Translation
Saša Hasan, Carmen Heger, Saab Mansour
Show Me Your Evidence - an Automatic Method for Context Dependent Evidence Detection
Ruty Rinott, Lena Dankin, Carlos Alzate Perez et al.
Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression
Peter Phandi, Kian Ming A. Chai, Hwee Tou Ng
More Features Are Not Always Better: Evaluating Generalizing Models in Incident Type Classification of Tweets
Axel Schulz, Christian Guckelsberger, Benedikt Schmidt
A Graph-based Readability Assessment Method using Word Coupling
Zhiwei Jiang, Gang Sun, Qing Gu et al.
Hashtag Recommendation Using Dirichlet Process Mixture Models Incorporating Types of Hashtags
Yeyun Gong, Qi Zhang, Xuanjing Huang
Scientific Article Summarization Using Citation-Context and Article’s Discourse Structure
Arman Cohan, Nazli Goharian
A Neural Attention Model for Abstractive Sentence Summarization
Alexander M. Rush, Sumit Chopra, Jason Weston
An Empirical Comparison Between N-gram and Syntactic Language Models for Word Ordering
Jiangming Liu, Yue Zhang
Sentence Compression by Deletion with LSTMs
Katja Filippova, Enrique Alfonseca, Carlos A. Colmenares et al.
Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMs
Miguel Ballesteros, Chris Dyer, Noah A. Smith
A Neural Network Model for Low-Resource Universal Dependency Parsing
Long Duong, Trevor Cohn, Steven Bird et al.
Density-Driven Cross-Lingual Transfer of Dependency Parsers
Mohammad Sadegh Rasooli, Michael Collins
Traversing Knowledge Graphs in Vector Space
Kelvin Guu, John Miller, Percy Liang
Efficient Methods for Incorporating Knowledge into Topic Models
Yi Yang, Doug Downey, Jordan Boyd-Graber
Evaluation methods for unsupervised word embeddings
Tobias Schnabel, Igor Labutov, David Mimno et al.