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When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer


Nov 05, 2021
Ameet Deshpande, Partha Talukdar, Karthik Narasimhan


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Few-shot Controllable Style Transfer for Low-Resource Settings: A Study in Indian Languages


Oct 14, 2021
Kalpesh Krishna, Deepak Nathani, Xavier Garcia, Bidisha Samanta, Partha Talukdar

* preprint, 30 pages 

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Multilingual Fact Linking


Oct 01, 2021
Keshav Kolluru, Martin Rezk, Pat Verga, William W. Cohen, Partha Talukdar

* AKBC 2021 

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Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study


Jun 09, 2021
Yash Khemchandani, Sarvesh Mehtani, Vaidehi Patil, Abhijeet Awasthi, Partha Talukdar, Sunita Sarawagi

* Accepted to ACL-IJCNLP 2021 

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MergeDistill: Merging Pre-trained Language Models using Distillation


Jun 05, 2021
Simran Khanuja, Melvin Johnson, Partha Talukdar

* ACL 2021 Findings 

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Reordering Examples Helps during Priming-based Few-Shot Learning


Jun 03, 2021
Sawan Kumar, Partha Talukdar

* 12 pages, 1 figure, Accepted to Findings of ACL 2021 

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Question Answering Over Temporal Knowledge Graphs


Jun 03, 2021
Apoorv Saxena, Soumen Chakrabarti, Partha Talukdar

* ACL 2021 

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MuRIL: Multilingual Representations for Indian Languages


Apr 02, 2021
Simran Khanuja, Diksha Bansal, Sarvesh Mehtani, Savya Khosla, Atreyee Dey, Balaji Gopalan, Dilip Kumar Margam, Pooja Aggarwal, Rajiv Teja Nagipogu, Shachi Dave, Shruti Gupta, Subhash Chandra Bose Gali, Vish Subramanian, Partha Talukdar


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Spatial Reasoning from Natural Language Instructions for Robot Manipulation


Dec 26, 2020
Sagar Gubbi Venkatesh, Anirban Biswas, Raviteja Upadrashta, Vikram Srinivasan, Partha Talukdar, Bharadwaj Amrutur

* Under review for ICRA 2021 

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NILE : Natural Language Inference with Faithful Natural Language Explanations


May 25, 2020
Sawan Kumar, Partha Talukdar

* 13 pages, 3 figures, Accepted to ACL 2020 

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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 

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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 

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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 

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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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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 

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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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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 

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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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HyperGCN: Hypergraph Convolutional Networks for Semi-Supervised Classification


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


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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 

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Lovasz Convolutional Networks


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


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