Sarathkrishna Swaminathan

17 papers A* 2A 1C 1Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
AccFG: Accurate Functional Group Extraction and Molecular Structure Comparison.
J. Chem. Inf. Model.
Xuan Liu, Sarathkrishna Swaminathan, Dmitry Zubarev, Brandi Ransom, Nathaniel Park, Kristin Schmidt, Huimin Zhao
2025 — conf
EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts.
ACL (1)
Subhajit Chaudhury, Payel Das, Sarathkrishna Swaminathan, Georgios Kollias, Elliot Nelson, Khushbu Pahwa, Tejaswini Pedapati, Igor Melnyk, Matthew Riemer
2025 J jnl
EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts.
CoRR
Subhajit Chaudhury, Payel Das, Sarathkrishna Swaminathan, Georgios Kollias, Elliot Nelson, Khushbu Pahwa, Tejaswini Pedapati, Igor Melnyk, Matthew Riemer
2024 — conf
A Grounded Preference Model for LLM Alignment.
ACL (Findings)
Tahira Naseem, Guangxuan Xu, Sarathkrishna Swaminathan, Asaf Yehudai, Subhajit Chaudhury, Radu Florian, Ramón Fernandez Astudillo, Asim Munawar
2024 J jnl
A Neuro-Symbolic Approach to Multi-Agent RL for Interpretability and Probabilistic Decision Making.
CoRR
Chitra Subramanian, Miao Liu, Naweed Khan, Jonathan Lenchner, Aporva Amarnath, Sarathkrishna Swaminathan, Ryan Riegel, Alexander Gray
2024 J jnl
Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations.
CoRR
Swapnaja Achintalwar, Adriana Alvarado Garcia, Ateret Anaby-Tavor, Ioana Baldini, Sara E. Berger, Bishwaranjan Bhattacharjee, Djallel Bouneffouf, Subhajit Chaudhury, Pin-Yu Chen, Lamogha Chiazor, Elizabeth M. Daly, Rogério Abreu de Paula, Pierre L. Dognin, Eitan Farchi, Soumya Ghosh, Michael Hind, Raya Horesh, George Kour, Ja Young Lee, Erik Miehling, Keerthiram Murugesan, Manish Nagireddy, Inkit Padhi, David Piorkowski, Ambrish Rawat, Orna Raz, Prasanna Sattigeri, Hendrik Strobelt, Sarathkrishna Swaminathan, Christoph Tillmann, Aashka Trivedi, Kush R. Varshney, Dennis Wei, Shalisha Witherspoon, Marcel Zalmanovici
2024 A* conf
Larimar: Large Language Models with Episodic Memory Control.
ICML
Payel Das, Subhajit Chaudhury, Elliot Nelson, Igor Melnyk, Sarathkrishna Swaminathan, Sihui Dai, Aurélie C. Lozano, Georgios Kollias, Vijil Chenthamarakshan, Jirí Navrátil, Soham Dan, Pin-Yu Chen
2023 — conf
Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning.
ACL (1)
Subhajit Chaudhury, Sarathkrishna Swaminathan, Daiki Kimura, Prithviraj Sen, Keerthiram Murugesan, Rosario Uceda-Sosa, Michiaki Tatsubori, Achille Fokoue, Pavan Kapanipathi, Asim Munawar, Alexander Gray
2023 J jnl
Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning.
CoRR
Subhajit Chaudhury, Sarathkrishna Swaminathan, Daiki Kimura, Prithviraj Sen, Keerthiram Murugesan, Rosario Uceda-Sosa, Michiaki Tatsubori, Achille Fokoue, Pavan Kapanipathi, Asim Munawar, Alexander Gray
2023 — conf
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types.
ACL (Findings)
Keerthiram Murugesan, Sarathkrishna Swaminathan, Soham Dan, Subhajit Chaudhury, R. Chulaka Gunasekara, Maxwell Crouse, Diwakar Mahajan, Ibrahim Abdelaziz, Achille Fokoue, Pavan Kapanipathi, Salim Roukos, Alexander Gray
2023 J jnl
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types.
CoRR
Keerthiram Murugesan, Sarathkrishna Swaminathan, Soham Dan, Subhajit Chaudhury, R. Chulaka Gunasekara, Maxwell Crouse, Diwakar Mahajan, Ibrahim Abdelaziz, Achille Fokoue, Pavan Kapanipathi, Salim Roukos, Alexander Gray
2022 A* conf
X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization.
EMNLP
Subhajit Chaudhury, Sarathkrishna Swaminathan, R. Chulaka Gunasekara, Maxwell Crouse, Srinivas Ravishankar, Daiki Kimura, Keerthiram Murugesan, Ramón Fernandez Astudillo, Tahira Naseem, Pavan Kapanipathi, Alexander Gray
2017 J jnl
Audience Validation in Online Media Using Limited Behavioral Data and Demographic Mix.
Int. J. Semantic Comput.
Wreetabrata Kar, Sarathkrishna Swaminathan, Viswanathan Swaminathan
2016 A conf
A Unified View of Localized Kernel Learning.
SDM
John Moeller, Sarathkrishna Swaminathan, Suresh Venkatasubramanian
2016 J jnl
A Unified View of Localized Kernel Learning.
CoRR
John Moeller, Sarathkrishna Swaminathan, Suresh Venkatasubramanian
2016 C conf
Audience Validation from Demographic Mix and Insufficient Individual Data.
ISM
Wreetabrata Kar, Sarathkrishna Swaminathan, Viswanathan Swaminathan
2016 — conf
Continuous Kernel Learning.
ECML/PKDD (2)
John Moeller, Vivek Srikumar, Sarathkrishna Swaminathan, Suresh Venkatasubramanian, Dustin Webb