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ORCIDSiddhartha Brahma
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2020 – today
- 2024
[j5]Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Yunxuan Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, Albert Webson, Shixiang Shane Gu, Zhuyun Dai, Mirac Suzgun, Xinyun Chen, Aakanksha Chowdhery, Alex Castro-Ros, Marie Pellat, Kevin Robinson, Dasha Valter, Sharan Narang, Gaurav Mishra, Adams Yu, Vincent Y. Zhao, Yanping Huang, Andrew M. Dai, Hongkun Yu, Slav Petrov, Ed H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, Jason Wei:
Scaling Instruction-Finetuned Language Models. J. Mach. Learn. Res. 25: 70:1-70:53 (2024)- 2023
- [c22]Joshua Ainslie, Tao Lei, Michiel de Jong, Santiago Ontañón, Siddhartha Brahma, Yury Zemlyanskiy, David C. Uthus, Mandy Guo, James Lee-Thorp, Yi Tay, Yun-Hsuan Sung, Sumit Sanghai:
CoLT5: Faster Long-Range Transformers with Conditional Computation. EMNLP 2023: 5085-5100 - [c21]Tao Lei, Junwen Bai, Siddhartha Brahma, Joshua Ainslie, Kenton Lee, Yanqi Zhou, Nan Du, Vincent Y. Zhao, Yuexin Wu, Bo Li, Yu Zhang, Ming-Wei Chang:
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference. NeurIPS 2023 - [i18]Joshua Ainslie, Tao Lei, Michiel de Jong, Santiago Ontañón, Siddhartha Brahma, Yury Zemlyanskiy, David C. Uthus, Mandy Guo, James Lee-Thorp, Yi Tay, Yun-Hsuan Sung, Sumit Sanghai:
CoLT5: Faster Long-Range Transformers with Conditional Computation. CoRR abs/2303.09752 (2023) - [i17]Tao Lei, Junwen Bai, Siddhartha Brahma, Joshua Ainslie, Kenton Lee, Yanqi Zhou, Nan Du, Vincent Y. Zhao, Yuexin Wu, Bo Li, Yu Zhang, Ming-Wei Chang:
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference. CoRR abs/2304.04947 (2023) - [i16]Rohan Anil, Andrew M. Dai, Orhan Firat, Melvin Johnson, Dmitry Lepikhin, Alexandre Passos, Siamak Shakeri, Emanuel Taropa, Paige Bailey, Zhifeng Chen, Eric Chu, Jonathan H. Clark, Laurent El Shafey, Yanping Huang, Kathy Meier-Hellstern, Gaurav Mishra, Erica Moreira, Mark Omernick, Kevin Robinson, Sebastian Ruder, Yi Tay, Kefan Xiao, Yuanzhong Xu, Yujing Zhang, Gustavo Hernández Ábrego, Junwhan Ahn, Jacob Austin, Paul Barham, Jan A. Botha, James Bradbury, Siddhartha Brahma, Kevin Brooks, Michele Catasta, Yong Cheng, Colin Cherry, Christopher A. Choquette-Choo, Aakanksha Chowdhery, Clément Crepy, Shachi Dave, Mostafa Dehghani, Sunipa Dev, Jacob Devlin, Mark Díaz, Nan Du, Ethan Dyer, Vladimir Feinberg, Fangxiaoyu Feng, Vlad Fienber, Markus Freitag, Xavier Garcia, Sebastian Gehrmann, Lucas Gonzalez, et al.:
PaLM 2 Technical Report. CoRR abs/2305.10403 (2023) - [i15]Jeffrey Zhou, Tianjian Lu, Swaroop Mishra, Siddhartha Brahma, Sujoy Basu, Yi Luan, Denny Zhou, Le Hou:
Instruction-Following Evaluation for Large Language Models. CoRR abs/2311.07911 (2023) - 2022
- [i14]Siddhartha Brahma, Polina Zablotskaia, David Mimno:
Breaking BERT: Evaluating and Optimizing Sparsified Attention. CoRR abs/2210.03841 (2022) - [i13]Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Eric Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, Albert Webson, Shixiang Shane Gu, Zhuyun Dai, Mirac Suzgun, Xinyun Chen, Aakanksha Chowdhery, Sharan Narang, Gaurav Mishra, Adams Yu, Vincent Y. Zhao, Yanping Huang, Andrew M. Dai, Hongkun Yu, Slav Petrov, Ed H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, Jason Wei:
Scaling Instruction-Finetuned Language Models. CoRR abs/2210.11416 (2022) - [i12]Yujie Qian, Jinhyuk Lee, Sai Meher Karthik Duddu, Zhuyun Dai, Siddhartha Brahma, Iftekhar Naim, Tao Lei, Vincent Y. Zhao:
Multi-Vector Retrieval as Sparse Alignment. CoRR abs/2211.01267 (2022) - 2020
- [c20]Li Zhang, Huaiyu Zhu, Siddhartha Brahma, Yunyao Li:
Small but Mighty: New Benchmarks for Split and Rephrase. EMNLP (1) 2020: 1198-1205 - [c19]Ishan Jindal, Yunyao Li, Siddhartha Brahma, Huaiyu Zhu:
CLAR: A Cross-Lingual Argument Regularizer for Semantic Role Labeling. EMNLP (Findings) 2020: 3113-3125 - [c18]Prithviraj Sen, Marina Danilevsky, Yunyao Li, Siddhartha Brahma, Matthias Boehm, Laura Chiticariu, Rajasekar Krishnamurthy:
Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification. EMNLP (1) 2020: 4211-4221 - [i11]Li Zhang, Huaiyu Zhu, Siddhartha Brahma, Yunyao Li:
Small but Mighty: New Benchmarks for Split and Rephrase. CoRR abs/2009.08560 (2020) - [i10]Ishan Jindal, Yunyao Li, Siddhartha Brahma, Huaiyu Zhu:
CLAR: A Cross-Lingual Argument Regularizer for Semantic Role Labeling. CoRR abs/2011.04732 (2020) - [i9]Ishan Jindal, Ranit Aharonov, Siddhartha Brahma, Huaiyu Zhu, Yunyao Li:
Improved Semantic Role Labeling using Parameterized Neighborhood Memory Adaptation. CoRR abs/2011.14459 (2020)
2010 – 2019
- 2019
- [c17]Siddhartha Brahma:
Improved Language Modeling by Decoding the Past. ACL (1) 2019: 1468-1476 - [c16]Rajmohan C, Pranay Lohia, Himanshu Gupta, Siddhartha Brahma, Mauricio A. Hernández, Sameep Mehta:
On Efficiently Processing Workflow Provenance Queries in Spark. ICDCS 2019: 1443-1452 - 2018
- [c15]Siddhartha Brahma:
SufiSent - Universal Sentence Representations Using Suffix Encodings. ICLR (Workshop) 2018 - [i8]Siddhartha Brahma:
SufiSent - Universal Sentence Representations Using Suffix Encodings. CoRR abs/1802.07370 (2018) - [i7]Siddhartha Brahma:
On the scaling of polynomial features for representation matching. CoRR abs/1802.07374 (2018) - [i6]Siddhartha Brahma:
Suffix Bidirectional Long Short-Term Memory. CoRR abs/1805.07340 (2018) - [i5]Siddhartha Brahma:
Unsupervised Learning of Sentence Representations Using Sequence Consistency. CoRR abs/1808.04217 (2018) - [i4]Siddhartha Brahma:
REGMAPR - Text Matching Made Easy. CoRR abs/1808.04343 (2018) - [i3]Siddhartha Brahma:
Improved Language Modeling by Decoding the Past. CoRR abs/1808.05908 (2018) - [i2]Rajmohan C, Pranay Lohia, Himanshu Gupta, Siddhartha Brahma, Mauricio A. Hernández, Sameep Mehta:
Efficiently Processing Workflow Provenance Queries on SPARK. CoRR abs/1808.08424 (2018) - 2016
- [j4]Siddhartha Brahma, Christina Fragouli, Ayfer Özgür
:
On the Complexity of Scheduling in Half-Duplex Diamond Networks. IEEE Trans. Inf. Theory 62(5): 2557-2572 (2016) - [c14]Siddhartha Brahma, Hugues Mercier:
Reliability-bandwidth tradeoffs for distributed storage allocations. ISIT 2016: 1013-1017 - [i1]Ayan Sengupta, Yahya H. Ezzeldin, Siddhartha Brahma, Christina Fragouli, Suhas N. Diggavi:
Consistency in the face of change: an adaptive approach to physical layer cooperation. CoRR abs/1612.02062 (2016) - 2015
- [b1]Siddhartha Brahma:
Low Complexity Scheduling and Coding for Wireless Networks. EPFL, Switzerland, 2015 - [j3]Siddhartha Brahma, Christina Fragouli:
Pliable Index Coding. IEEE Trans. Inf. Theory 61(11): 6192-6203 (2015) - 2014
- [c13]Siddhartha Brahma, Melissa Duarte, Ayan Sengupta, I-Hsiang Wang, Christina Fragouli, Suhas N. Diggavi:
QUILT: A Decode/Quantize-Interleave-Transmit approach to cooperative relaying. INFOCOM 2014: 2508-2516 - [c12]Siddhartha Brahma, Christina Fragouli:
Structure of optimal schedules in diamond networks. ISIT 2014: 641-645 - [c11]Siddhartha Brahma, Christina Fragouli:
A simple relaying strategy for diamond networks. ISIT 2014: 1922-1926 - [c10]Siddhartha Brahma, Ayan Sengupta, Christina Fragouli:
Efficient subnetwork selection in relay networks. ISIT 2014: 1927-1931 - [c9]Siddhartha Brahma, Ayan Sengupta, Christina Fragouli:
Switched local schedules for diamond networks. ITW 2014: 656-660 - 2013
- [c8]Siddhartha Brahma, Christina Fragouli, Ayfer Özgür:
On the structure of approximately optimal schedules for half-duplex diamond networks. Allerton 2013: 1561-1566 - [c7]Siddhartha Brahma, Christina Fragouli:
Pliable Index Coding: The multiple requests case. ISIT 2013: 1142-1146 - [c6]Melissa Duarte, Ayan Sengupta, Siddhartha Brahma, Christina Fragouli, Suhas N. Diggavi:
Quantize-map-forward (QMF) relaying: an experimental study. MobiHoc 2013: 227-236 - 2012
- [c5]Siddhartha Brahma, Ayfer Özgür, Christina Fragouli:
Simple schedules for half-duplex networks. ISIT 2012: 1112-1116 - [c4]Siddhartha Brahma, Christina Fragouli:
Pliable index coding. ISIT 2012: 2251-2255 - 2011
- [c3]Ayan Sengupta, Siddhartha Brahma, Ayfer Özgür, Christina Fragouli, Suhas N. Diggavi:
Graph-based codes for Quantize-Map-and-Forward relaying. ITW 2011: 140-144
2000 – 2009
- 2005
- [j2]Anjan Sarkar, Anjan Banerjee, Nilanjan Banerjee, Siddhartha Brahma, B. Kartikeyan, Manab Chakraborty, Kantilal L. Majumder:
Landcover classification in MRF context using Dempster-Shafer fusion for multisensor imagery. IEEE Trans. Image Process. 14(5): 634-645 (2005) - 2004
- [j1]Siddhartha Brahma, P. H. D. Ramakrishna, Sudebkumar Prasant Pal:
A new and novel method for computing an upper bound on the distance of an approximate zero from an exact zero of a univariate polynomial. Int. J. Comput. Math. 81(12): 1549-1557 (2004) - [c2]Siddhartha Brahma, Sandeep Macharla, Sudebkumar Prasant Pal, Sudhir Kumar Singh:
Fair Leader Election by Randomized Voting. ICDCIT 2004: 22-31 - [c1]Anjan Sarkar, Nilanjan Banerjee, P. Nair, Anjan Banerjee, Siddhartha Brahma, B. Kartikeyan, Kantilal L. Majumder:
A MRF Based Segmentatiom Approach to Classification Using Dempster Shafer Fusion for Multisensor Imagery. ICIAR (2) 2004: 421-428
Coauthor Index
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