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Cross-lingual Models of Word Embeddings: An Empirical Comparison

• Shyam Upadhyay, Manaal Faruqui, Chris Dyer, Dan Roth
• ACL
• 2016

Despite interest in using cross-lingual knowledge to learn word embeddings for various tasks, a systematic comparison of the possible approaches is lacking in the literature. We perform an extensive… (More)

Overview of UI-CCG Systems for Event Argument Extraction , Entity Discovery and Linking , and Slot Filler Validation

• Mark Sammons, Yangqiu Song, +6 authors Dan Roth
• 2014

In this paper, we describe the University of Illinois (UI CCG) submission to the 2013 TAC KBP Event Argument Extraction (EAE), English Entity Discovery and Linking (EDL), and Slot Filler Validation… (More)

Learning from Explicit and Implicit Supervision Jointly For Algebra Word Problems

• Shyam Upadhyay, Ming-Wei Chang, Kai-Wei Chang, Wen-tau Yih
• EMNLP
• 2016

Automatically solving algebra word problems has raised considerable interest recently. Existing state-of-the-art approaches mainly rely on learning from human annotated equations. In this paper, we… (More)

Cross-Lingual Dataless Classification for Many Languages

• Yangqiu Song, Shyam Upadhyay, Haoruo Peng, Dan Roth
• IJCAI
• 2016

Dataless text classification [Chang et al., 2008] is a classification paradigm which maps documents into a given label space without requiring any annotated training data. This paper explores a… (More)

Distributed Training of Structured SVM

• Ching-Pei Lee, Kai-Wei Chang, Shyam Upadhyay, Dan Roth
• ArXiv
• 2015

Training structured learning models is time-consuming and current approaches are limited to using a single machine. Thus, the advantage of more computing power and the capacity for larger data set… (More)

Effect of different lipids and surfactants on formulation of solid lipid nanoparticles incorporating tamoxifen citrate

• Shyam Upadhyay, J. K. Patel, Vishnu A. Patel, A. K. Saluja
• Journal of pharmacy & bioallied sciences
• 2012

Tamoxifen Citrate (TC) is an estrogen receptor antagonist and drug of choice for hormone sensitive breast cancer. Solid Lipid Nanoparticles loaded with TC were prepared by High Shear Homogenization… (More)

Illinois CCG TAC 2015 Event Nugget, Entity Discovery and Linking, and Slot Filler Validation Systems

• Mark Sammons, Haoruo Peng, +5 authors Dan Roth
• TAC
• 2015

This paper describes University of Illinois’s Cognitive Computation Group (UI-CCG)’s submissions for three TAC tracks: Event Nugget Detection/Coreference; Entity Discovery and Linking (EDL); and Slot… (More)

IllinoisSL: A JAVA Library for Structured Prediction

• Kai-Wei Chang, Shyam Upadhyay, Ming-Wei Chang, Vivek Srikumar, Dan Roth
• ArXiv
• 2015

IllinoisSL is a Java library for learning structured prediction models. It supports structured Support Vector Machines and structured Perceptron. The library consists of a core learning module and… (More)

Equation Parsing : Mapping Sentences to Grounded Equations

• Subhro Roy, Shyam Upadhyay, Dan Roth
• EMNLP
• 2016

Identifying mathematical relations expressed in text is essential to understanding a broad range of natural language text from election reports, to financial news, to sport commentaries to… (More)

Structural Learning with Amortized Inference

• Kai-Wei Chang, Shyam Upadhyay, Gourab Kundu, Dan Roth
• AAAI
• 2015

Training a structured prediction model involves performing several loss-augmented inference steps. Over the lifetime of the training, many of these inference problems, although different, share the… (More)

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