Soundararajan Srinivasan

37 papers A* 1A 5B 3C 1Misc 1Journal 17Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Hop, Skip, and Overthink: Diagnosing Why Reasoning Models Fumble during Multi-Hop Analysis. CoRR Anushka Yadav, Isha Nalawade, Srujana Pillarichety, Yashwanth Babu, Reshmi Ghosh, Samyadeep Basu, Wenlong Zhao, Ali Nasaeh, Sriram Balasubramanian, Soundararajan Srinivasan
2025	—	`conf`	How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources. EMNLP (Industry Track) Anh C. Pham, Mihir Thalanki, Michael Sun, Aditya Chaloo, Ankita Gupta, Tian Xia, Aditya Mate, Ehi Nosakhare, Soundararajan Srinivasan
2025	J	`jnl`	Preventing Catastrophic Forgetting: Behavior-Aware Sampling for Safer Language Model Fine-Tuning. CoRR Anh C. Pham, Mihir Thalanki, Michael Sun, Aditya Chaloo, Ankita Gupta, Tian Xia, Aditya Mate, Ehimwenma Nosakhare, Soundararajan Srinivasan
2024	J	`jnl`	From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries. CoRR Hitesh Wadhwa, Rahul Seetharaman, Somyaa Aggarwal, Reshmi Ghosh, Samyadeep Basu, Soundararajan Srinivasan, Wenlong Zhao, Shreyas Chaudhari, Ehsan Aghazadeh
2024	J	`jnl`	Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis. CoRR Reshmi Ghosh, Rahul Seetharaman, Hitesh Wadhwa, Somyaa Aggarwal, Samyadeep Basu, Soundararajan Srinivasan, Wenlong Zhao, Shreyas Chaudhari, Ehsan Aghazadeh
2023	—	`conf`	On Surgical Fine-tuning for Language Encoders. EMNLP (Findings) Abhilasha Lodha, Gayatri Belapurkar, Saloni Chalkapurkar, Yuanming Tao, Reshmi Ghosh, Samyadeep Basu, Dmitrii Petrov, Soundararajan Srinivasan
2023	J	`jnl`	On Surgical Fine-tuning for Language Encoders. CoRR Abhilasha Lodha, Gayatri Belapurkar, Saloni Chalkapurkar, Yuanming Tao, Reshmi Ghosh, Samyadeep Basu, Dmitrii Petrov, Soundararajan Srinivasan
2023	J	`jnl`	Topic Segmentation of Semi-Structured and Unstructured Conversational Datasets using Language Models. CoRR Reshmi Ghosh, Harjeet Singh Kajal, Sharanya Kamath, Dhuri Shrivastava, Samyadeep Basu, Hansi Zeng, Soundararajan Srinivasan
2022	A*	`conf`	On Optimizing Interventions in Shared Autonomy. AAAI Weihao Tan, David Koleczek, Siddhant Pradhan, Nicholas Perello, Vivek Chettiar, Vishal Rohra, Aaslesha Rajaram, Soundararajan Srinivasan, H. M. Sajjad Hossain, Yash Chandak
2022	—	`conf`	SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked Content. EMNLP (Industry Track) Apurva Gandhi, Ryan Serrao, Biyi Fang, Gilbert Antonius, Jenna Hong, Tra My Nguyen, Sheng Yi, Ehi Nosakhare, Irene Shaffer, Soundararajan Srinivasan
2022	J	`jnl`	SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked Content. CoRR Apurva Gandhi, Ryan Serrao, Biyi Fang, Gilbert Antonius, Jenna Hong, Tra My Nguyen, Sheng Yi, Ehi Nosakhare, Irene Shaffer, Soundararajan Srinivasan, Vivek Gupta
2022	J	`jnl`	Topic Segmentation in the Wild: Towards Segmentation of Semi-structured & Unstructured Chats. CoRR Reshmi Ghosh, Harjeet Singh Kajal, Sharanya Kamath, Dhuri Shrivastava, Samyadeep Basu, Soundararajan Srinivasan
2022	B	`conf`	Towards Optimal Resource Allocation for Big Data Analytics. EDBT Anish Pimpley, Shuo Li, Rathijit Sen, Soundararajan Srinivasan, Alekh Jindal
2021	J	`jnl`	On Optimizing Interventions in Shared Autonomy. CoRR Weihao Tan, David Koleczek, Siddhant Pradhan, Nicholas Perello, Vivek Chettiar, Vishal Rohra, Aaslesha Rajaram, Soundararajan Srinivasan, H. M. Sajjad Hossain, Yash Chandak
2021	J	`jnl`	Optimal Resource Allocation for Serverless Queries. CoRR Anish Pimpley, Shuo Li, Anubha Srivastava, Vishal Rohra, Yi Zhu, Soundararajan Srinivasan, Alekh Jindal, Hiren Patel, Shi Qiao, Rathijit Sen
2020	J	`jnl`	Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation. CoRR Olga Poppe, Tayo Amuneke, Dalitso Banda, Aritra De, Ari Green, Manon Knoertzer, Ehi Nosakhare, Karthik Rajendran, Deepak Shankargouda, Meina Wang, Alan Au, Carlo Curino, Qun Guo, Alekh Jindal, Ajay Kalhan, Morgan Oslake, Sonia Parchani, Vijay Ramani, Raj Sellappan, Saikat Sen, Sheetal Shrotri, Soundararajan Srinivasan, Ping Xia, Shize Xu, Alicia Yang, Yiwen Zhu
2020	J	`jnl`	Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation. Proc. VLDB Endow. Olga Poppe, Tayo Amuneke, Dalitso Banda, Aritra De, Ari Green, Manon Knoertzer, Ehi Nosakhare, Karthik Rajendran, Deepak Shankargouda, Meina Wang, Alan Au, Carlo Curino, Qun Guo, Alekh Jindal, Ajay Kalhan, Morgan Oslake, Sonia Parchani, Vijay Ramani, Raj Sellappan, Saikat Sen, Sheetal Shrotri, Soundararajan Srinivasan, Ping Xia, Shize Xu, Alicia Yang, Yiwen Zhu
2015	—	`conf`	A scalable solution for group feature selection. IEEE BigData Priya Govindan, Ruobing Chen, Katya Scheinberg, Soundararajan Srinivasan
2010	J	`jnl`	A computational auditory scene analysis system for speech segregation and robust speech recognition. Comput. Speech Lang. Yang Shao, Soundararajan Srinivasan, Zhaozhang Jin, DeLiang Wang
2010	C	`conf`	Multisensor Fusion in Smartphones for Lifestyle Monitoring. BSN Raghu Kiran Ganti, Soundararajan Srinivasan, Aca Gacic
2010	J	`jnl`	Robust speech recognition by integrating speech separation and hypothesis testing. Speech Commun. Soundararajan Srinivasan, DeLiang L. Wang
2009	Misc	`conf`	An auditory-based feature for robust speech recognition. ICASSP Yang Shao, Zhaozhang Jin, DeLiang Wang, Soundararajan Srinivasan
2009	B	`conf`	Using weak supervision in learning Gaussian mixture models. IJCNN Soumya Ghosh, Soundararajan Srinivasan, Burton Andrews
2008	B	`conf`	Design and implementation of an automated human activity monitoring application for wearable devices. SMC Hari Thiruvengada, Soundararajan Srinivasan, Aca Gacic
2007	—	`conf`	Exploiting Uncertainties for Binaural Speech Recognition. ICASSP (4) Soundararajan Srinivasan, Nicoleta Roman, DeLiang Wang
2007	—	`conf`	Incorporating Auditory Feature Uncertainties in Robust Speaker Identification. ICASSP (4) Yang Shao, Soundararajan Srinivasan, DeLiang Wang
2007	J	`jnl`	Transforming Binary Uncertainties for Robust Speech Recognition. IEEE Trans. Speech Audio Process. Soundararajan Srinivasan, DeLiang L. Wang
2006	—	`conf`	A Supervised Learning Approach to Uncertainty Decoding for Robust Speech Recognition. ICASSP (1) Soundararajan Srinivasan, DeLiang Wang
2006	A	`conf`	A computational auditory scene analysis system for robust speech recognition. INTERSPEECH Soundararajan Srinivasan, Yang Shao, Zhaozhang Jin, DeLiang Wang
2006	J	`jnl`	Binary and ratio time-frequency masks for robust speech recognition. Speech Commun. Soundararajan Srinivasan, Nicoleta Roman, DeLiang L. Wang
2006	—	`conf`	Speech Recognition in Multisource Reverberant Environments with Binaural Inputs. ICASSP (1) Nicoleta Roman, Soundararajan Srinivasan, DeLiang Wang
2005	J	`jnl`	A schema-based model for phonemic restoration. Speech Commun. Soundararajan Srinivasan, DeLiang L. Wang
2005	A	`conf`	Modeling the perception of multitalker speech. INTERSPEECH Soundararajan Srinivasan, DeLiang Wang
2005	A	`conf`	Phonetic ignorance is bliss: investigating the effects of phonetic information reduction on ASR performance. INTERSPEECH Eric Fosler-Lussier, C. Anton Rytting, Soundararajan Srinivasan
2005	—	`conf`	Robust Speech Recognition by Integrating Speech Separation and Hypothesis Testing. ICASSP (1) Soundararajan Srinivasan, DeLiang Wang
2004	A	`conf`	On binary and ratio time-frequency masks for robust speech recognition. INTERSPEECH Soundararajan Srinivasan, Nicoleta Roman, DeLiang Wang
2003	A	`conf`	Schema-based modeling of phonemic restoration. INTERSPEECH Soundararajan Srinivasan, DeLiang Wang