Partha Talukdar

University of Pennsylvania

NILE : Natural Language Inference with Faithful Natural Language Explanations

May 25, 2020
Sawan Kumar, Partha Talukdar

* 13 pages, 3 figures, Accepted to ACL 2020 

  Access Model/Code and Paper
P-SIF: Document Embeddings Using Partition Averaging

May 18, 2020
Vivek Gupta, Ankit Saw, Pegah Nokhiz, Praneeth Netrapalli, Piyush Rai, Partha Talukdar

* 15 Pages, 3 Figures, 13 Tables, AAAI 2020, Blog : http://vivgupt.blogspot.com/2019/06/document-vector-estimation-using.html 

  Access Model/Code and Paper
Syntax-guided Controlled Generation of Paraphrases

May 18, 2020
Ashutosh Kumar, Kabir Ahuja, Raghuram Vadapalli, Partha Talukdar

* 16 pages, 3 figures, Accepted to TACL 2020 

  Access Model/Code and Paper
Improving Document Classification with Multi-Sense Embeddings

Nov 18, 2019
Vivek Gupta, Ankit Saw, Pegah Nokhiz, Harshit Gupta, Partha Talukdar

* 8 Pages, 7 Figures, 12 Tables, under review at ECAI 2020 

  Access Model/Code and Paper
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 

  Access Model/Code and Paper
A Re-evaluation of Knowledge Graph Completion Methods

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

* 7 pages 

  Access Model/Code and Paper
Composition-based Multi-Relational Graph Convolutional Networks

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

* 14 Pages 

  Access Model/Code and Paper
Relating Simple Sentence Representations in Deep Neural Networks and the Brain

Jun 27, 2019
Sharmistha Jat, Hao Tang, Partha Talukdar, Tom Mitchell

* Association for Computational Linguistics (ACL) 2019 

  Access Model/Code and Paper
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 

  Access Model/Code and Paper
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 

  Access Model/Code and Paper
Confidence-based Graph Convolutional Networks for Semi-Supervised Learning

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

* Accepted at AISTATS 2019 

  Access Model/Code and Paper
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 

  Access Model/Code and Paper
MT-CGCNN: Integrating Crystal Graph Convolutional Neural Network with Multitask Learning for Material Property Prediction

Nov 14, 2018
Soumya Sanyal, Janakiraman Balachandran, Naganand Yadati, Abhishek Kumar, Padmini Rajagopalan, Suchismita Sanyal, Partha Talukdar

* NIPS Workshop on Machine Learning for Molecules and Materials 

  Access Model/Code and Paper
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 

  Access Model/Code and Paper
HyperGCN: Hypergraph Convolutional Networks for Semi-Supervised Classification

Sep 07, 2018
Naganand Yadati, Madhav Nimishakavi, Prateek Yadav, Anand Louis, Partha Talukdar


  Access Model/Code and Paper
Inductive Framework for Multi-Aspect Streaming Tensor Completion with Side Information

Sep 01, 2018
Madhav Nimishakavi, Bamdev Mishra, Manish Gupta, Partha Talukdar

* Accepted to International Conference on Information and Knowledge Management (CIKM), 2018 

  Access Model/Code and Paper
Lovasz Convolutional Networks

May 29, 2018
Prateek Yadav, Madhav Nimishakavi, Naganand Yadati, Arun Rajkumar, Partha Talukdar


  Access Model/Code and Paper
Higher-order Relation Schema Induction using Tensor Factorization with Back-off and Aggregation

May 29, 2018
Madhav Nimishakavi, Partha Talukdar


  Access Model/Code and Paper
Improving Distantly Supervised Relation Extraction using Word and Entity Based Attention

Apr 19, 2018
Sharmistha Jat, Siddhesh Khandelwal, Partha Talukdar


  Access Model/Code and Paper
CANDiS: Coupled & Attention-Driven Neural Distant Supervision

Oct 26, 2017
Tushar Nagarajan, Sharmistha, Partha Talukdar

* WiNLP 2017 

  Access Model/Code and Paper
KGEval: Estimating Accuracy of Automatically Constructed Knowledge Graphs

Dec 01, 2016
Prakhar Ojha, Partha Talukdar


  Access Model/Code and Paper
Relation Schema Induction using Tensor Factorization with Side Information

Nov 16, 2016
Madhav Nimishakavi, Uday Singh Saini, Partha Talukdar

* Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, November 2016. Austin, TX 

  Access Model/Code and Paper
Want Answers? A Reddit Inspired Study on How to Pose Questions

Dec 06, 2015
Danish, Yogesh Dahiya, Partha Talukdar


  Access Model/Code and Paper
Interactive Data Integration through Smart Copy & Paste

Sep 09, 2009
Zachary Ives, Craig Knoblock, Steve Minton, Marie Jacob, Partha Talukdar, Rattapoom Tuchinda, Jose Luis Ambite, Maria Muslea, Cenk Gazen

* CIDR 2009 

  Access Model/Code and Paper