Shyam Upadhyay

Publications
Influence

Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences

Daniel Khashabi, S. Chaturvedi, Michael Roth, Shyam Upadhyay, D. Roth
Computer Science
NAACL-HLT
1 June 2018

We present a reading comprehension challenge in which questions can only be answered by taking into account information from multiple sentences, and demonstrate the difficulty of this challenge, despite a high human performance. Expand

Cross-lingual Models of Word Embeddings: An Empirical Comparison

Shyam Upadhyay, Manaal Faruqui, Chris Dyer, D. Roth
Computer Science
ACL
1 April 2016

We perform an extensive evaluation of four popular approaches of inducing cross-lingual embeddings, each requiring a different form of supervision, on four typographically different language pairs. Expand

Joint Multilingual Supervision for Cross-lingual Entity Linking

Shyam Upadhyay, Nitish Gupta, D. Roth
Computer Science
EMNLP
1 September 2018

We propose XELMS (XEL with Multilingual Supervision) (§2), the first XEL approach that combines supervision from multiple languages jointly. Expand

Learning from Explicit and Implicit Supervision Jointly For Algebra Word Problems

Shyam Upadhyay, Ming-Wei Chang, Kai-Wei Chang, Wen-tau Yih
Computer Science
EMNLP
1 November 2016

We propose a novel structured-output learning algorithm that aims to learn from both explicit (e.g., equations) and implicit supervision signals jointly. Expand

Attention Interpretability Across NLP Tasks

Shikhar Vashishth, Shyam Upadhyay, Gaurav Singh Tomar, Manaal Faruqui
Computer Science
ArXiv
24 September 2019

The attention layer in a neural network model provides insights into the model's reasoning behind its prediction, which are usually criticized for being opaque. Expand

Robust Cross-lingual Hypernymy Detection using Dependency Context

Shyam Upadhyay, Yogarshi Vyas, Marine Carpuat, D. Roth
Computer Science
NAACL-HLT
30 March 2018

We propose BISPARSE-DEP, a family of unsupervised approaches for cross-lingual hypernymy detection, which learns sparse, bilingual word embeddings based on dependency contexts. Expand

Equation Parsing : Mapping Sentences to Grounded Equations

Subhro Roy, Shyam Upadhyay, D. Roth
Computer Science
EMNLP
28 September 2016

We introduce the problem of Equation Parsing -- given a sentence, identify noun phrases which represent variables, and generate the mathematical equation expressing the relation described in the sentence. Expand

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

M. Sammons, Y. Song, +6 authors D. 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… Expand

DRAW: A Challenging and Diverse Algebra Word Problem Set

Shyam Upadhyay, Ming-Wei Chang
Mathematics
1 October 2015

We present DRAW, a dataset consisting of 1000 algebra word problems, semiautomatically annotated for the evaluation of automatic solvers.1 Details of the annotation process are described, which… Expand

(Almost) Zero-Shot Cross-Lingual Spoken Language Understanding

Shyam Upadhyay, Manaal Faruqui, G. Tür, Dilek Z. Hakkani-Tür, Larry Heck
Computer Science
IEEE International Conference on Acoustics…
1 April 2018

Spoken language understanding (SLU) is a component of goal-oriented dialogue systems that aims to interpret user's natural language queries in system's semantic representation format. Expand

Recommended Authors