P. Talukdar

Most-cited papers

Composition-based Multi-Relational Graph Convolutional Networks
Shikhar Vashishth, Soumya Sanyal, V. Nitin, P. Talukdar
2019International Conference on Learning Representations1,233 citations
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HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs
Naganand Yadati, Madhav Nimishakavi, Prateek Yadav, V. Nitin +2 more
2018760 citations
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Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
Apoorv Saxena, Aditay Tripathi, P. Talukdar
2020Annual Meeting of the Association for Computational Linguistics687 citations Open access
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HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
S. Dasgupta, Swayambhu Nath Ray, P. Talukdar
2018Conference on Empirical Methods in Natural Language Processing514 citations Open access
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MuRIL: Multilingual Representations for Indian Languages
Simran Khanuja, D. Bansal, Sarvesh Mehtani, Savya Khosla +10 more
2021arXiv.org506 citations
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ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations
Ekagra Ranjan, Soumya Sanyal, P. Talukdar
2019AAAI Conference on Artificial Intelligence431 citations Open access
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InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions
Shikhar Vashishth, Soumya Sanyal, V. Nitin, Nilesh Agrawal +1 more
2019AAAI Conference on Artificial Intelligence408 citations Open access
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Simultaneously Uncovering the Patterns of Brain Regions Involved in Different Story Reading Subprocesses
Leila Wehbe, B. Murphy, P. Talukdar, A. Fyshe +2 more
2014PLoS ONE319 citations Open access
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KVQA: Knowledge-Aware Visual Question Answering
Sanket Shah, Anand Mishra, Naganand Yadati, P. Talukdar
2019AAAI Conference on Artificial Intelligence285 citations Open access
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RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information
Shikhar Vashishth, Rishabh Joshi, Sai Suman Prayaga, C. Bhattacharyya +1 more
2018Conference on Empirical Methods in Natural Language Processing254 citations Open access
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A Re-evaluation of Knowledge Graph Completion Methods
Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, P. Talukdar +1 more
2019Annual Meeting of the Association for Computational Linguistics195 citations Open access
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Learning Effective and Interpretable Semantic Models using Non-Negative Sparse Embedding
B. Murphy, P. Talukdar, Tom Michael Mitchell
2012International Conference on Computational Linguistics194 citations
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Incorporating Vector Space Similarity in Random Walk Inference over Knowledge Bases
Matt Gardner, P. Talukdar, Jayant Krishnamurthy, Tom Michael Mitchell
2014Conference on Empirical Methods in Natural Language Processing185 citations Open access
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NILE : Natural Language Inference with Faithful Natural Language Explanations
Sawan Kumar, P. Talukdar
2020Annual Meeting of the Association for Computational Linguistics177 citations Open access
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Improving Distantly Supervised Relation Extraction using Word and Entity Based Attention
Sharmistha Jat, Siddhesh Khandelwal, P. Talukdar
2018AKBC@NIPS136 citations
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NHP: Neural Hypergraph Link Prediction
Naganand Yadati, V. Nitin, Madhav Nimishakavi, Prateek Yadav +2 more
2020International Conference on Information and Knowledge Management134 citations
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Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation
Ashutosh Kumar, S. Bhattamishra, Manik Bhandari, P. Talukdar
2019North American Chapter of the Association for Computational Linguistics129 citations Open access
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FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop
Alex Beutel, P. Talukdar, Abhimanu Kumar, C. Faloutsos +2 more
2014SDM123 citations
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CESI: Canonicalizing Open Knowledge Bases using Embeddings and Side Information
Shikhar Vashishth, Prince Jain, P. Talukdar
2018The Web Conference121 citations Open access
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Improving Learning and Inference in a Large Knowledge-Base using Latent Syntactic Cues
Matt Gardner, P. Talukdar, B. Kisiel, Tom Michael Mitchell
2013Conference on Empirical Methods in Natural Language Processing119 citations Open access
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Zero-shot Word Sense Disambiguation using Sense Definition Embeddings
Sawan Kumar, Sharmistha Jat, Karan Saxena, P. Talukdar
2019Annual Meeting of the Association for Computational Linguistics111 citations Open access
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Syntax-Guided Controlled Generation of Paraphrases
Ashutosh Kumar, Kabir Ahuja, Raghuram Vadapalli, P. Talukdar
2020Transactions of the Association for Computational Linguistics105 citations Open access
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Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
Shikhar Vashishth, Manik Bhandari, Prateek Yadav, Piyush Rai +2 more
2018Annual Meeting of the Association for Computational Linguistics99 citations Open access
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Coupled temporal scoping of relational facts
P. Talukdar, Derry Tanti Wijaya, Tom Michael Mitchell
2012Web Search and Data Mining91 citations
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Interpretable Semantic Vectors from a Joint Model of Brain- and Text-Based Meaning
A. Fyshe, P. Talukdar, B. Murphy, Tom Michael Mitchell
2014Annual Meeting of the Association for Computational Linguistics77 citations Open access
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A Compositional and Interpretable Semantic Space
A. Fyshe, Leila Wehbe, P. Talukdar, B. Murphy +1 more
2015North American Chapter of the Association for Computational Linguistics71 citations Open access
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When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer
A. Deshpande, P. Talukdar, Karthik R. Narasimhan
2021North American Chapter of the Association for Computational Linguistics63 citations Open access
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LLM Augmented LLMs: Expanding Capabilities through Composition
Rachit Bansal, Bidisha Samanta, Siddharth Dalmia, Nitish Gupta +5 more
2024International Conference on Learning Representations58 citations
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MT-CGCNN: Integrating Crystal Graph Convolutional Neural Network with Multitask Learning for Material Property Prediction
Soumya Sanyal, J. Balachandran, Naganand Yadati, Abhishek Kumar +3 more
2018arXiv.org58 citations
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Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200×
E. Papalexakis, C. Faloutsos, Tom Michael Mitchell, P. Talukdar +2 more
2014SDM58 citations Open access
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Dating Documents using Graph Convolution Networks
Shikhar Vashishth, S. Dasgupta, Swayambhu Nath Ray, P. Talukdar
2018Annual Meeting of the Association for Computational Linguistics57 citations Open access
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XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages
Sebastian Ruder, J. Clark, Alexander Gutkin, Mihir Kale +23 more
2023Conference on Empirical Methods in Natural Language Processing55 citations Open access
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ProteinGCN: Protein model quality assessment using Graph Convolutional Networks
Soumya Sanyal, I. Anishchenko, Anirudh Dagar, D. Baker +1 more
2020bioRxiv49 citations Open access
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ELDEN: Improved Entity Linking Using Densified Knowledge Graphs
P. Radhakrishnan, P. Talukdar, Vasudeva Varma
2018North American Chapter of the Association for Computational Linguistics48 citations Open access
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Self-Influence Guided Data Reweighting for Language Model Pre-training
Megh Thakkar, T. Bolukbasi, Sriram Ganapathy, Shikhar Vashishth +2 more
2023Conference on Empirical Methods in Natural Language Processing44 citations
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Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages
Vaidehi Patil, P. Talukdar, Sunita Sarawagi
2022Annual Meeting of the Association for Computational Linguistics44 citations Open access
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Confidence-based Graph Convolutional Networks for Semi-Supervised Learning
Shikhar Vashishth, Prateek Yadav, Manik Bhandari, P. Talukdar
2019International Conference on Artificial Intelligence and Statistics43 citations
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Translation Invariant Word Embeddings
Kejun Huang, Matt Gardner, E. Papalexakis, C. Faloutsos +4 more
2015Conference on Empirical Methods in Natural Language Processing42 citations Open access
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ClaimEval: Integrated and Flexible Framework for Claim Evaluation Using Credibility of Sources
M. Samadi, P. Talukdar, M. Veloso, M. Blum
2016AAAI Conference on Artificial Intelligence41 citations Open access
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PIDGIN: ontology alignment using web text as interlingua
Derry Tanti Wijaya, P. Talukdar, Tom Michael Mitchell
2013International Conference on Information and Knowledge Management41 citations
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HyperGCN: Hypergraph Convolutional Networks for Semi-Supervised Classification
Naganand Yadati, Madhav Nimishakavi, Prateek Yadav, Anand Louis +1 more
2018arXiv.org37 citations
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Automatic Gloss Finding for a Knowledge Base using Ontological Constraints
Bhavana Dalvi, E. Minkov, P. Talukdar, William W. Cohen
2015Web Search and Data Mining37 citations
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Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study
Yash Khemchandani, Sarvesh Mehtani, Vaidehi Patil, Abhijeet Awasthi +2 more
2021Annual Meeting of the Association for Computational Linguistics36 citations Open access
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Spatial Reasoning from Natural Language Instructions for Robot Manipulation
S. Venkatesh, Anirban Biswas, Raviteja Upadrashta, V. Srinivasan +2 more
2020IEEE International Conference on Robotics and Automation36 citations Open access
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Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings
Kalpesh Krishna, Deepak Nathani, Xavier García, Bidisha Samanta +1 more
2021Annual Meeting of the Association for Computational Linguistics31 citations Open access
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Actively Soliciting Feedback for Query Answers in Keyword Search-Based Data Integration
Zhepeng Yan, Nan Zheng, Z. Ives, P. Talukdar +1 more
2013Proceedings of the VLDB Endowment31 citations Open access
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Scaling Graph-based Semi Supervised Learning to Large Number of Labels Using Count-Min Sketch
P. Talukdar, William W. Cohen
2013International Conference on Artificial Intelligence and Statistics28 citations
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P-SIF: Document Embeddings Using Partition Averaging
Vivek Gupta, A. Saw, Pegah Nokhiz, Praneeth Netrapalli +2 more
2020AAAI Conference on Artificial Intelligence26 citations Open access
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CaRe: Open Knowledge Graph Embeddings
Swapnil Gupta, Sreyash Kenkre, P. Talukdar
2019Conference on Empirical Methods in Natural Language Processing25 citations Open access
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Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis
Xiao Fu, Kejun Huang, E. Papalexakis, H. Song +4 more
2016Industrial Conference on Data Mining25 citations
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