Sravan Babu Bodapati

23 papers A* 3A 1Journal 9Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Accelerated Test-Time Scaling with Model-Free Speculative Sampling. EMNLP Woomin Song, Saket Dingliwal, Sai Muralidhar Jayanthi, Bhavana Ganesh, Jinwoo Shin, Aram Galstyan, Sravan Babu Bodapati
2025	J	`jnl`	Accelerated Test-Time Scaling with Model-Free Speculative Sampling. CoRR Woomin Song, Saket Dingliwal, Sai Muralidhar Jayanthi, Bhavana Ganesh, Jinwoo Shin, Aram Galstyan, Sravan Babu Bodapati
2025	A*	`conf`	Beyond correlation: The impact of human uncertainty in measuring the effectiveness of automatic evaluation and LLM-as-a-judge. ICLR Aparna Elangovan, Lei Xu, Jongwoo Ko, Mahsa Elyasi, Ling Liu, Sravan Babu Bodapati, Dan Roth
2025	J	`jnl`	Compress, Gather, and Recompute: REFORMing Long-Context Processing in Transformers. CoRR Woomin Song, Sai Muralidhar Jayanthi, Srikanth Ronanki, Kanthashree Mysore Sathyendra, Jinwoo Shin, Aram Galstyan, Shubham Katiyar, Sravan Babu Bodapati
2025	—	`conf`	Context Length Alone Hurts LLM Performance Despite Perfect Retrieval. EMNLP (Findings) Yufeng Du, Minyang Tian, Srikanth Ronanki, Subendhu Rongali, Sravan Babu Bodapati, Aram Galstyan, Azton Wells, Roy Schwartz, Eliu A. Huerta, Hao Peng
2025	A	`conf`	Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment. AISTATS Qizhang Feng, Siva Rajesh Kasa, Santhosh Kumar Kasa, Hyokun Yun, Choon Hui Teo, Sravan Babu Bodapati
2025	—	`conf`	LAWCAT: Efficient Distillation from Quadratic to Linear Attention with Convolution across Tokens for Long Context Modeling. EMNLP (Findings) Zeyu Liu, Souvik Kundu, Lianghao Jiang, Anni Li, Srikanth Ronanki, Sravan Babu Bodapati, Gourav Datta, Peter Anthony Beerel
2025	—	`conf`	Mamba Drafters for Speculative Decoding. EMNLP (Findings) Daewon Choi, Seunghyuk Oh, Saket Dingliwal, Jihoon Tack, Kyuyoung Kim, Woomin Song, Seojin Kim, Insu Han, Jinwoo Shin, Aram Galstyan, Shubham Katiyar, Sravan Babu Bodapati
2025	J	`jnl`	Mamba Drafters for Speculative Decoding. CoRR Daewon Choi, Seunghyuk Oh, Saket Dingliwal, Jihoon Tack, Kyuyoung Kim, Woomin Song, Seojin Kim, Insu Han, Jinwoo Shin, Aram Galstyan, Shubham Katiyar, Sravan Babu Bodapati
2025	A*	`conf`	SeRA: Self-Reviewing and Alignment of LLMs using Implicit Reward Margins. ICLR Jongwoo Ko, Saket Dingliwal, Bhavana Ganesh, Sailik Sengupta, Sravan Babu Bodapati, Aram Galstyan
2025	—	`conf`	Think Clearly: Improving Reasoning via Redundant Token Pruning. EMNLP (Findings) Daewon Choi, Jimin Lee, Jihoon Tack, Woomin Song, Saket Dingliwal, Sai Muralidhar Jayanthi, Bhavana Ganesh, Jinwoo Shin, Aram Galstyan, Sravan Babu Bodapati
2025	J	`jnl`	Think Clearly: Improving Reasoning via Redundant Token Pruning. CoRR Daewon Choi, Jimin Lee, Jihoon Tack, Woomin Song, Saket Dingliwal, Sai Muralidhar Jayanthi, Bhavana Ganesh, Jinwoo Shin, Aram Galstyan, Sravan Babu Bodapati
2025	—	`conf`	Wanda++: Pruning Large Language Models via Regional Gradients. ACL (Findings) Yifan Yang, Kai Zhen, Bhavana Ganesh, Aram Galstyan, Goeric Huybrechts, Markus Müller, Jonas M. Kübler, Rupak Vignesh Swaminathan, Athanasios Mouchtaris, Sravan Babu Bodapati, Nathan Susanj, Zheng Zhang, Jack FitzGerald, Abhishek Kumar
2025	J	`jnl`	Wanda++: Pruning Large Language Models via Regional Gradients. CoRR Yifan Yang, Kai Zhen, Bhavana Ganesh, Aram Galstyan, Goeric Huybrechts, Markus Müller, Jonas M. Kübler, Rupak Vignesh Swaminathan, Athanasios Mouchtaris, Sravan Babu Bodapati, Nathan Susanj, Zheng Zhang, Jack FitzGerald, Abhishek Kumar
2024	—	`conf`	ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models. ACL (1) Aparna Elangovan, Ling Liu, Lei Xu, Sravan Babu Bodapati, Dan Roth
2024	J	`jnl`	Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment. CoRR Qizhang Feng, Siva Rajesh Kasa, Hyokun Yun, Choon Hui Teo, Sravan Babu Bodapati
2019	—	`conf`	Multi Sense Embeddings from Topic Models. ICNLSP Shobhit Jain, Sravan Babu Bodapati, Ramesh Nallapati, Anima Anandkumar
2019	J	`jnl`	Multi Sense Embeddings from Topic Models. CoRR Shobhit Jain, Sravan Babu Bodapati, Ramesh Nallapati, Anima Anandkumar
2019	J	`jnl`	Neural Word Decomposition Models for Abusive Language Detection. CoRR Sravan Babu Bodapati, Spandana Gella, Kasturi Bhattacharjee, Yaser Al-Onaizan
2019	—	`conf`	Robustness to Capitalization Errors in Named Entity Recognition. W-NUT@EMNLP Sravan Babu Bodapati, Hyokun Yun, Yaser Al-Onaizan
2019	J	`jnl`	Robustness to Capitalization Errors in Named Entity Recognition. CoRR Sravan Babu Bodapati, Hyokun Yun, Yaser Al-Onaizan
2018	—	`conf`	A Machine Learning Approach to Detecting Start Reading Location of eBooks. ICBK Sravan Babu Bodapati, Sriraghavendra Ramaswamy, Gururaj Narayanan
2018	—	`conf`	A Machine Learning Approach to Detecting Start Reading Location of eBooks. ICDM Workshops Sravan Babu Bodapati, Sriraghavendra Ramaswamy, Gururaj Narayanan