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MedFilter: Improving Extraction of Task-relevant Utterances through Integration of Discourse Structure and Ontological Knowledge

Oct 07, 2020
Sopan Khosla, Shikhar Vashishth, Jill Fain Lehman, Carolyn Rose

* Accepted as Long Paper to EMNLP 2020 

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MedType: Improving Medical Entity Linking with Semantic Type Prediction

May 01, 2020
Shikhar Vashishth, Rishabh Joshi, Ritam Dutt, Denis Newman-Griffis, Carolyn Rose

* 14 pages 

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Neural Graph Embedding Methods for Natural Language Processing

Nov 19, 2019
Shikhar Vashishth

* 168 pages, PhD thesis (2019) 

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InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions

Nov 16, 2019
Shikhar Vashishth, Soumya Sanyal, Vikram Nitin, Nilesh Agrawal, Partha Talukdar

* Accepted at AAAI 2020 

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A Re-evaluation of Knowledge Graph Completion Methods

Nov 10, 2019
Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha Talukdar, Yiming Yang

* 7 pages 

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Composition-based Multi-Relational Graph Convolutional Networks

Nov 08, 2019
Shikhar Vashishth, Soumya Sanyal, Vikram Nitin, Partha Talukdar

* 14 Pages 

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Neural Graph Embedding methods for Natural Language Processing

Nov 08, 2019
Shikhar Vashishth

* 168 pages, PhD thesis (2019) 

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Attention Interpretability Across NLP Tasks

Sep 24, 2019
Shikhar Vashishth, Shyam Upadhyay, Gaurav Singh Tomar, Manaal Faruqui


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Dating Documents using Graph Convolution Networks

Feb 01, 2019
Shikhar Vashishth, Shib Sankar Dasgupta, Swayambhu Nath Ray, Partha Talukdar

* Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics 2018 
* Accepted at ACL 2018 

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CESI: Canonicalizing Open Knowledge Bases using Embeddings and Side Information

Feb 01, 2019
Shikhar Vashishth, Prince Jain, Partha Talukdar

* International World Wide Web Conferences Steering Committee 2018 
* Accepted at WWW 2018 

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Confidence-based Graph Convolutional Networks for Semi-Supervised Learning

Jan 24, 2019
Shikhar Vashishth, Prateek Yadav, Manik Bhandari, Partha Talukdar

* Accepted at AISTATS 2019 

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RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information

Dec 11, 2018
Shikhar Vashishth, Rishabh Joshi, Sai Suman Prayaga, Chiranjib Bhattacharyya, Partha Talukdar

* 10 pages, 6 figures, EMNLP 2018 

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Graph Convolutional Networks based Word Embeddings

Sep 12, 2018
Shikhar Vashishth, Prateek Yadav, Manik Bhandari, Piyush Rai, Chiranjib Bhattacharyya, Partha Talukdar

* 9 pages, 2 figures 

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