2021

  1. Improving broad-coverage medical entity linking with semantic type prediction and large-scale datasets Vashishth, Shikhar, Newman-Griffis, Denis, Joshi, Rishabh, Dutt, Ritam, and Rosé, Carolyn P. Journal of Biomedical Informatics 2021 Abstract PDF Code Cite
  2. Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network Lovelace, Justin, Newman-Griffis, Denis, Vashishth, Shikhar, Fain Lehman, Jill, and Penstein Rosé, Carolyn In Proceedings of Association for Computational Linguistics (ACL 2021) 2021 Abstract PDF
  3. Dialograph: Incorporating Interpretable Strategy-Graph Networks into Negotiation Dialogues Joshi, Rishabh, Balachandran, Vidhisha, Vashishth, Shikhar, Black, Alan, and Tsvetkov, Yulia In Proceedings of International Conference on Learning Representations (ICLR) 2021 Abstract PDF Code Cite
  4. MedType: Improving Medical Entity Linking with Semantic Type Prediction Vashishth, Shikhar, Joshi, Rishabh, Newman-Griffis, Denis, Dutt, Ritam, and Rose, Carolyn In American Medical Informatics Association (AMIA) 2021 Abstract PDF Code

2020

  1. MedFilter: Improving Extraction of Task-relevant Utterances through Integration of Discourse Structure and Ontological Knowledge Khosla, Sopan, Vashishth, Shikhar, Lehman, Jill Fain, and Rose, Carolyn In Conference of Empirical Methods in Natural Language Processing (EMNLP) 2020 Abstract PDF Code Cite
  2. A Re-evaluation of Knowledge Graph Completion Methods Sun, Zhiqing, Vashishth, Shikhar, Sanyal, Soumya, Talukdar, Partha, and Yang, Yiming In Proceedings of Association for Computational Linguistics (ACL) 2020 Abstract PDF Slides Code Cite Video Blog
  3. Composition-based Multi-Relational Graph Convolutional Networks Vashishth, Shikhar, Sanyal, Soumya, Nitin, Vikram, and Talukdar, Partha In Proceedings of International Conference on Learning Representations (ICLR) 2020 Abstract PDF Slides Code Cite Video Blog
  4. InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions Vashishth, Shikhar, Sanyal, Soumya, Nitin, Vikram, Agrawal, Nilesh, and Talukdar, Partha In Proceedings of the Conference on Artificial Intelligence (AAAI) 2020 Abstract PDF Supp Code Cite
  5. PhD Thesis: Neural Graph Embedding Methods for Natural Language Processing and Vashishth, Shikhar In IISc PhD Thesis 2020 Abstract PDF Slides

2019

  1. Tutorial: Graph-based Deep Learning in Natural Language Processing Vashishth, Shikhar, Yadati, Naganand, and Talukdar, Partha In Conference of Empirical Methods in Natural Language Processing (EMNLP) 2019 Abstract Slides Code Cite
  2. Attention Interpretability Across NLP Tasks Vashishth, Shikhar, Upadhyay, Shyam, Tomar, Gaurav Singh, and Faruqui, Manaal In arXiv 1909.11218 2019 Abstract PDF
  3. Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks Vashishth, Shikhar, Bhandari, Manik, Yadav, Prateek, Rai, Piyush, Bhattacharyya, Chiranjib, and Talukdar, Partha In Proceedings of Association for Computational Linguistics (ACL) 2019 Abstract PDF Supp Poster Code Cite
  4. Confidence-based Graph Convolutional Networks for Semi-Supervised Learning Vashishth, Shikhar, Yadav, Prateek, Bhandari, Manik, and Talukdar, Partha In Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS) 2019 Abstract PDF Code Cite
  5. Lovasz Convolutional Networks Yadav, Prateek, Nimishakavi, Madhav, Yadati, Naganand, Vashishth, Shikhar, Rajkumar, Arun, and Talukdar, Partha In Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS) 2019 Abstract PDF Code Cite

2018

  1. RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information Vashishth, Shikhar, Joshi, Rishabh, Prayaga, Sai Suman, Bhattacharyya, Chiranjib, and Talukdar, Partha In Proceedings of the Conference of Empirical Methods in Natural Language Processing [Oral Paper] (EMNLP) 2018 Abstract PDF Supp Poster Slides Code Cite Video
  2. Dating Documents using Graph Convolution Networks Vashishth, Shikhar, Dasgupta, Shib Sankar, Ray, Swayambhu Nath, and Talukdar, Partha In Proceedings of Association for Computational Linguistics (ACL 2018) 2018 Abstract PDF Poster Slides Code Cite
  3. CESI: Canonicalizing Open Knowledge Bases Using Embeddings and Side Information Vashishth, Shikhar, Jain, Prince, and Talukdar, Partha In Proceedings of World Wide Web Conference [Oral Paper] (WWW) 2018 Abstract PDF Poster Slides Code Cite
  4. Estimation of Raw Packets in SDN Sinha, Yash, Vashishth, Shikhar, and Haribabu, K. In Ubiquitous Communications and Network Computing 2018 Abstract PDF Cite
  5. Real Time Monitoring of Packet Loss in Software Defined Networks Sinha, Yash, Vashishth, Shikhar, and Haribabu, K. In Ubiquitous Communications and Network Computing 2018 Abstract PDF Cite

2017

  1. Meticulous Measurement of Control Packets in SDN Sinha, Yash, Vashishth, Shikhar, and Haribabu, K. In Proceedings of the Symposium on SDN Research 2017 Abstract PDF Cite

2016

  1. Addressing Challenges in Browser Based P2P Content Sharing Framework Using WebRTC Vashishth, Shikhar, Sinha, Yash, and Haribabu, K. In 2016 IEEE 30th International Conference on Advanced Information Networking and Applications (AINA) 2016 Abstract PDF Slides Code Cite
  2. A Browser-Based Distributed Framework for Content Sharing and Student Collaboration Vashishth, Shikhar, Sinha, Yash, and Haribabu, K. In Progress in Intelligent Computing Techniques: Theory, Practice, and Applications 2016 Abstract PDF Code Cite