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2020 – today
- 2024
[c14]Kevin Scaria, Himanshu Gupta, Siddharth Goyal, Saurabh Arjun Sawant, Swaroop Mishra, Chitta Baral:
InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis. NAACL (Short Papers) 2024: 720-736- 2023
- [c13]Himanshu Gupta, Neeraj Varshney, Swaroop Mishra, Kuntal Kumar Pal, Saurabh Arjun Sawant, Kevin Scaria, Siddharth Goyal, Chitta Baral:
"John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of Feasibility. EACL 2023: 407-417 - 2022
- [c12]Anuroop Sriram, Abhishek Das, Brandon M. Wood, Siddharth Goyal, C. Lawrence Zitnick:
Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations. ICLR 2022 - [i10]Anuroop Sriram, Abhishek Das, Brandon M. Wood, Siddharth Goyal, C. Lawrence Zitnick:
Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations. CoRR abs/2203.09697 (2022) - [i9]Richard Tran, Janice Lan, Muhammed Shuaibi, Siddharth Goyal, Brandon M. Wood, Abhishek Das, Javier Heras-Domingo
, Adeesh Kolluru, Ammar Rizvi, Nima Shoghi, Anuroop Sriram, Zachary W. Ulissi, C. Lawrence Zitnick:
The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysis. CoRR abs/2206.08917 (2022) - [i8]Himanshu Gupta, Neeraj Varshney, Swaroop Mishra, Kuntal Kumar Pal, Saurabh Arjun Sawant, Kevin Scaria, Siddharth Goyal, Chitta Baral:
"John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of Feasibility. CoRR abs/2210.07471 (2022) - 2021
- [j3]Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Michael Auli, Armand Joulin:
Beyond English-Centric Multilingual Machine Translation. J. Mach. Learn. Res. 22: 107:1-107:48 (2021) - [j2]Alexander Rives, Joshua Meier, Tom Sercu, Siddharth Goyal, Zeming Lin, Jason Liu, Demi Guo, Myle Ott, C. Lawrence Zitnick, Jerry Ma, Rob Fergus:
Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences. Proc. Natl. Acad. Sci. USA 118(15): e2016239118 (2021) - [c11]Abhishek Das, Muhammed Shuaibi, Aini Palizhati, Siddharth Goyal, Aditya Grover, Adeesh Kolluru, Janice Lan, Ammar Rizvi, Anuroop Sriram, Brandon M. Wood, Devi Parikh, Zachary W. Ulissi, C. Lawrence Zitnick, Guolin Ke, Shuxin Zheng, Yu Shi, Di He, Tie-Yan Liu, Chengxuan Ying, Jiacheng You, Yihan He, Rostislav Grigoriev, Ruslan Lukin, Adel Yarullin, Max Faleev:
The Open Catalyst Challenge 2021: Competition Report. NeurIPS (Competition and Demos) 2021: 29-40 - [i7]Weihua Hu, Muhammed Shuaibi, Abhishek Das, Siddharth Goyal, Anuroop Sriram, Jure Leskovec, Devi Parikh, C. Lawrence Zitnick:
ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations. CoRR abs/2103.01436 (2021) - 2020
- [i6]C. Lawrence Zitnick, Lowik Chanussot, Abhishek Das, Siddharth Goyal, Javier Heras-Domingo, Caleb Ho, Weihua Hu, Thibaut Lavril, Aini Palizhati, Morgane Riviere, Muhammed Shuaibi, Anuroop Sriram, Kevin Tran, Brandon M. Wood, Junwoong Yoon, Devi Parikh, Zachary W. Ulissi:
An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage. CoRR abs/2010.09435 (2020) - [i5]Lowik Chanussot, Abhishek Das, Siddharth Goyal, Thibaut Lavril, Muhammed Shuaibi, Morgane Riviere, Kevin Tran, Javier Heras-Domingo, Caleb Ho, Weihua Hu, Aini Palizhati, Anuroop Sriram, Brandon M. Wood, Junwoong Yoon, Devi Parikh, C. Lawrence Zitnick, Zachary W. Ulissi:
The Open Catalyst 2020 (OC20) Dataset and Community Challenges. CoRR abs/2010.09990 (2020) - [i4]Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Edouard Grave, Michael Auli, Armand Joulin:
Beyond English-Centric Multilingual Machine Translation. CoRR abs/2010.11125 (2020)
2010 – 2019
- 2019
- [i3]Jonathan Gray, Kavya Srinet, Yacine Jernite, Haonan Yu, Zhuoyuan Chen, Demi Guo, Siddharth Goyal, C. Lawrence Zitnick, Arthur Szlam:
CraftAssist: A Framework for Dialogue-enabled Interactive Agents. CoRR abs/1907.08584 (2019) - [i2]Arthur Szlam, Jonathan Gray, Kavya Srinet, Yacine Jernite, Armand Joulin, Gabriel Synnaeve, Douwe Kiela, Haonan Yu, Zhuoyuan Chen, Siddharth Goyal, Demi Guo, Danielle Rothermel, C. Lawrence Zitnick, Jason Weston:
Why Build an Assistant in Minecraft? CoRR abs/1907.09273 (2019) - 2017
- [i1]Markus Kliegl, Siddharth Goyal, Kexin Zhao, Kavya Srinet, Mohammad Shoeybi:
Trace norm regularization and faster inference for embedded speech recognition RNNs. CoRR abs/1710.09026 (2017) - 2016
- [c10]Siddharth Goyal, Weimin Wang, Michael R. Brambley:
An agent-based test bed for building controls. ACC 2016: 1464-1471 - [c9]D. Satheesh Kumar, Siddharth Goyal, V. Prashant Reddy, Ramesh Loganathan:
Exploiting Local and Global Context In PPI networks For Efficient Protein Function Prediction. CODS 2016: 14:1-14:2 - 2014
- [j1]Kun Deng, Siddharth Goyal, Prabir Barooah, Prashant G. Mehta:
Structure-preserving model reduction of nonlinear building thermal models. Autom. 50(4): 1188-1195 (2014) - [c8]Jonathan Brooks, Siddharth Goyal, Rahul Subramany, Yashen Lin, Timothy Middelkoop, Laura Arpan, Luca P. Carloni, Prabir Barooah:
An experimental investigation of occupancy-based energy-efficient control of commercial building indoor climate. CDC 2014: 5680-5685 - [c7]Guopeng Liu, Yunzhi (Lucy) Huang, Siddharth Goyal, Michael R. Brambley:
Model-free occupancy-based control of variable-air-volume terminal boxes: demo abstract. BuildSys@SenSys 2014: 186-187 - 2013
- [c6]Siddharth Goyal, Prabir Barooah:
Energy-efficient control of an air handling unit for a single-zone VAV system. CDC 2013: 4796-4801 - 2012
- [c5]Siddharth Goyal, Herbert A. Ingley, Prabir Barooah:
Zone-level control algorithms based on occupancy information for energy efficient buildings. ACC 2012: 3063-3068 - [c4]Siddharth Goyal, Herbert A. Ingley, Prabir Barooah:
Effect of various uncertainties on the performance of occupancy-based optimal control of HVAC zones. CDC 2012: 7565-7570 - 2011
- [c3]Siddharth Goyal, Prabir Barooah:
A Method for model-reduction of nonlinear building thermal dynamics. ACC 2011: 2077-2082 - [c2]Siddharth Goyal, Chenda Liao, Prabir Barooah:
Identification of multi-zone building thermal interaction model from data. CDC/ECC 2011: 181-186
2000 – 2009
- 2008
- [c1]Anand Bhaskar Das, Siddharth Goyal, Anand Gupta:
Practical Optimal Caching Using Multiple Virtual Caches in Multiple Query Optimization. IMTIC 2008: 366-377
Coauthor Index
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