Niranjan Balasubramanian

Most-cited papers

Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions
H. Trivedi, Niranjan Balasubramanian, Tushar Khot, Ashish Sabharwal
2022Annual Meeting of the Association for Computational Linguistics1,453 citations Open access
Semantic Scholar
♫ MuSiQue: Multihop Questions via Single-hop Question Composition
H. Trivedi, Niranjan Balasubramanian, Tushar Khot, Ashish Sabharwal
2021Transactions of the Association for Computational Linguistics1,312 citations Open access
Semantic Scholar
Energy consumption in mobile phones: a measurement study and implications for network applications
Niranjan Balasubramanian, A. Balasubramanian, A. Venkataramani
2009ACM/SIGCOMM Internet Measurement Conference1,268 citations
Semantic Scholar
Efficient Methods for Natural Language Processing: A Survey
Marcos Vinícius Treviso, Tianchu Ji, Ji-Ung Lee, Betty van Aken +15 more
2022Transactions of the Association for Computational Linguistics173 citations Open access
Semantic Scholar
Generating Coherent Event Schemas at Scale
Niranjan Balasubramanian, S. Soderland, Mausam, Oren Etzioni
2013Conference on Empirical Methods in Natural Language Processing117 citations Open access
Semantic Scholar
Hierarchical Modeling for User Personality Prediction: The Role of Message-Level Attention
Veronica E. Lynn, Niranjan Balasubramanian, H. A. Schwartz
2020Annual Meeting of the Association for Computational Linguistics92 citations Open access
Semantic Scholar
Exploring reductions for long web queries
Niranjan Balasubramanian, G. Kumaran, Vitor R. Carvalho
2010Annual International ACM SIGIR Conference on Research and Development in Information Retrieval89 citations
Semantic Scholar
Additive Manufacturing of Solid Rocket Propellant Grains
R. Chandru, Niranjan Balasubramanian, C. Oommen, B. N. Raghunandan
2018Journal of Propulsion and Power78 citations
Semantic Scholar
DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering
Qingqing Cao, H. Trivedi, A. Balasubramanian, Niranjan Balasubramanian
2020Annual Meeting of the Association for Computational Linguistics74 citations Open access
Semantic Scholar
Event Representations with Tensor-based Compositions
Noah Weber, Niranjan Balasubramanian, Nathanael Chambers
2017AAAI Conference on Artificial Intelligence70 citations Open access
Semantic Scholar
What’s in an Explanation? Characterizing Knowledge and Inference Requirements for Elementary Science Exams
Peter Alexander Jansen, Niranjan Balasubramanian, M. Surdeanu, Peter Clark
2016International Conference on Computational Linguistics68 citations
Semantic Scholar
MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPU
Qingqing Cao, Niranjan Balasubramanian, A. Balasubramanian
2017EMDL '1767 citations
Semantic Scholar
TellMeWhy: A Dataset for Answering Why-Questions in Narratives
Yash Kumar Lal, Nathanael Chambers, R. Mooney, Niranjan Balasubramanian
2021Findings59 citations Open access
Semantic Scholar
Human Centered NLP with User-Factor Adaptation
Veronica E. Lynn, Youngseo Son, Vivek Kulkarni, Niranjan Balasubramanian +1 more
2017Conference on Empirical Methods in Natural Language Processing55 citations Open access
Semantic Scholar
Is Multihop QA in DiRe Condition? Measuring and Reducing Disconnected Reasoning
H. Trivedi, Niranjan Balasubramanian, Tushar Khot, Ashish Sabharwal
2020Conference on Empirical Methods in Natural Language Processing52 citations Open access
Semantic Scholar
Repurposing Entailment for Multi-Hop Question Answering Tasks
H. Trivedi, Heeyoung Kwon, Tushar Khot, Ashish Sabharwal +1 more
2019North American Chapter of the Association for Computational Linguistics50 citations Open access
Semantic Scholar
A study of the knowledge base requirements for passing an elementary science test
Peter Clark, Philip Harrison, Niranjan Balasubramanian
2013Conference on Automated Knowledge Base Construction48 citations
Semantic Scholar
Learning Visual Emotion Representations From Web Data
Zi-Jun Wei, Jian-Ming Zhang, Zhe L. Lin, Joon-Young Lee +3 more
2020Computer Vision and Pattern Recognition45 citations
Semantic Scholar
Exploring Markov Logic Networks for Question Answering
Tushar Khot, Niranjan Balasubramanian, Eric Gribkoff, Ashish Sabharwal +2 more
2015Conference on Empirical Methods in Natural Language Processing42 citations Open access
Semantic Scholar
Towards Accurate and Reliable Energy Measurement of NLP Models
Qingqing Cao, A. Balasubramanian, Niranjan Balasubramanian
2020SUSTAINLP41 citations Open access
Semantic Scholar
A comparison of sentence retrieval techniques
Niranjan Balasubramanian, James Allan, W. Bruce Croft
2007Annual International ACM SIGIR Conference on Research and Development in Information Retrieval41 citations
Semantic Scholar
Tweet Classification without the Tweet: An Empirical Examination of User versus Document Attributes
Veronica E. Lynn, Salvatore Giorgi, Niranjan Balasubramanian, H. A. Schwartz
2019Proceedings of the Third Workshop on Natural Language Processing and Computational Social Science35 citations Open access
Semantic Scholar
Hierarchical Quantized Representations for Script Generation
Noah Weber, Leena Shekhar, Niranjan Balasubramanian, Nathanael Chambers
2018Conference on Empirical Methods in Natural Language Processing33 citations Open access
Semantic Scholar
Modeling Label Semantics for Predicting Emotional Reactions
Radhika Gaonkar, Heeyoung Kwon, Mohaddeseh Bastan, Niranjan Balasubramanian +1 more
2020Annual Meeting of the Association for Computational Linguistics30 citations Open access
Semantic Scholar
The Fine Line between Linguistic Generalization and Failure in Seq2Seq-Attention Models
Noah Weber, Leena Shekhar, Niranjan Balasubramanian
2018arXiv.org30 citations Open access
Semantic Scholar
Author’s Sentiment Prediction
Mohaddeseh Bastan, Mahnaz Koupaee, Youngseo Son, Richard Sicoli +1 more
2020International Conference on Computational Linguistics28 citations Open access
Semantic Scholar
IrEne: Interpretable Energy Prediction for Transformers
Qingqing Cao, Yash Kumar Lal, H. Trivedi, A. Balasubramanian +1 more
2021Annual Meeting of the Association for Computational Linguistics26 citations Open access
Semantic Scholar
Learning to select rankers
Niranjan Balasubramanian, James Allan
2010Annual International ACM SIGIR Conference on Research and Development in Information Retrieval25 citations
Semantic Scholar
MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection
Matthew Matero, Nikita Soni, Niranjan Balasubramanian, H. A. Schwartz
2021Conference on Empirical Methods in Natural Language Processing24 citations Open access
Semantic Scholar
On the Distribution, Sparsity, and Inference-time Quantization of Attention Values in Transformers
Tianchu Ji, Shraddha Jain, M. Ferdman, Peter Milder +2 more
2021Findings24 citations Open access
Semantic Scholar
Rel-grams: A Probabilistic Model of Relations in Text
Niranjan Balasubramanian, S. Soderland, Mausam, Oren Etzioni
2012AKBC-WEKEX@NAACL-HLT23 citations
Semantic Scholar
BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples
Mohaddeseh Bastan, M. Surdeanu, Niranjan Balasubramanian
2022Conference on Empirical Methods in Natural Language Processing22 citations Open access
Semantic Scholar
LANNS: A Web-Scale Approximate Nearest Neighbor Lookup System
Ishita Doshi, Dhritiman Das, Ashish Bhutani, Rajeev Kumar +2 more
2020Proceedings of the VLDB Endowment22 citations
Semantic Scholar
Automatic Construction of Inference-Supporting Knowledge Bases
Peter Clark, Niranjan Balasubramanian, Sumithra Bhakthavatsalam, K. Humphreys +2 more
201421 citations
Semantic Scholar
Text Categorization for Aligning Educational Standards
Ozgur Yilmazel, Niranjan Balasubramanian, Sarah Harwell, Jennifer Bailey +2 more
2007Hawaii International Conference on System Sciences21 citations
Semantic Scholar
Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension
Naoya Inoue, H. Trivedi, Steven K. Sinha, Niranjan Balasubramanian +1 more
2021Conference on Empirical Methods in Natural Language Processing20 citations Open access
Semantic Scholar
DeQA: On-Device Question Answering
Qingqing Cao, Noah Weber, Niranjan Balasubramanian, A. Balasubramanian
2019ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services19 citations Open access
Semantic Scholar
Markov Logic Networks for Natural Language Question Answering
Tushar Khot, Niranjan Balasubramanian, Eric Gribkoff, Ashish Sabharwal +2 more
2015arXiv.org18 citations
Semantic Scholar
Modeling Preconditions in Text with a Crowd-sourced Dataset
Heeyoung Kwon, Mahnaz Koupaee, Pratyush Singh, Gargi Sawhney +4 more
2020Findings16 citations Open access
Semantic Scholar
Latent Part-of-Speech Sequences for Neural Machine Translation
Xuewen Yang, Yingru Liu, Dongliang Xie, Xin Wang +1 more
2019Conference on Empirical Methods in Natural Language Processing16 citations Open access
Semantic Scholar
Topic Pages: An Alternative to the Ten Blue Links
Niranjan Balasubramanian, Silviu Cucerzan
20102010 IEEE Fourth International Conference on Semantic Computing14 citations
Semantic Scholar
Residualized Factor Adaptation for Community Social Media Prediction Tasks
Mohammadzaman Zamani, H. A. Schwartz, Veronica E. Lynn, Salvatore Giorgi +1 more
2018Conference on Empirical Methods in Natural Language Processing13 citations Open access
Semantic Scholar
Controlling Information Aggregation for Complex Question Answering
Heeyoung Kwon, H. Trivedi, Peter Alexander Jansen, M. Surdeanu +1 more
2018European Conference on Information Retrieval13 citations
Semantic Scholar
FindAll: a local search engine for mobile phones
A. Balasubramanian, Niranjan Balasubramanian, Samuel Huston, Donald Metzler +1 more
2012Conference on Emerging Network Experiment and Technology13 citations
Semantic Scholar
Automatic generation of topic pages using query-based aspect models
Niranjan Balasubramanian, Silviu Cucerzan
2009International Conference on Information and Knowledge Management13 citations Open access
Semantic Scholar
Progressive Knowledge Distillation For Early Action Recognition
Vinh Tran, Niranjan Balasubramanian, Minh Hoai
2021International Conference on Information Photonics12 citations
Semantic Scholar
Teaching Broad Reasoning Skills for Multi-Step QA by Generating Hard Contexts
H. Trivedi, Niranjan Balasubramanian, Tushar Khot, Ashish Sabharwal
2022Conference on Empirical Methods in Natural Language Processing11 citations Open access
Semantic Scholar
Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning
Yingru Liu, Xuewen Yang, Dongliang Xie, Xin Wang +3 more
2019AAAI Conference on Artificial Intelligence11 citations Open access
Semantic Scholar
PoMo: Generating Entity-Specific Post-Modifiers in Context
Jun Seok Kang, Robert L. Logan, Zewei Chu, Yang Chen +4 more
2019North American Chapter of the Association for Computational Linguistics11 citations Open access
Semantic Scholar
Controlling Decoding for More Abstractive Summaries with Copy-Based Networks
Noah Weber, Leena Shekhar, Niranjan Balasubramanian, Kyunghyun Cho
2018arXiv.org10 citations
Semantic Scholar