Rama Kumar Pasumarthi

21 papers A* 8A 2Misc 3Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
Chatbot Arena Estimate: towards a generalized performance benchmark for LLM capabilities.
NAACL (Industry Track)
Lucas Spangher, Tianle Li, William F. Arnold, Nick Masiewicki, Xerxes Dotiwalla, Rama Kumar Pasumarthi, Peter Grabowski, Eugene Ie, Daniel Gruhl
2025 — conf
RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters.
EMNLP (Industry Track)
Lucas Spangher, Rama Kumar Pasumarthi, Nick Masiewicki, William F. Arnold, Aditi Kaushal, Dale Johnson, Peter Grabowski, Eugene Ie
2023 A* conf
RD-Suite: A Benchmark for Ranking Distillation.
NeurIPS
Zhen Qin, Rolf Jagerman, Rama Kumar Pasumarthi, Honglei Zhuang, He Zhang, Aijun Bai, Kai Hui, Le Yan, Xuanhui Wang
2023 J jnl
RD-Suite: A Benchmark for Ranking Distillation.
CoRR
Zhen Qin, Rolf Jagerman, Rama Kumar Pasumarthi, Honglei Zhuang, He Zhang, Aijun Bai, Kai Hui, Le Yan, Xuanhui Wang
2021 A* conf
Are Neural Rankers still Outperformed by Gradient Boosted Decision Trees?
ICLR
Zhen Qin, Le Yan, Honglei Zhuang, Yi Tay, Rama Kumar Pasumarthi, Xuanhui Wang, Michael Bendersky, Marc Najork
2021 A* conf
Diversification-Aware Learning to Rank using Distributed Representation.
WWW
Le Yan, Zhen Qin, Rama Kumar Pasumarthi, Xuanhui Wang, Michael Bendersky
2021 A conf
Improving Cloud Storage Search with User Activity.
WSDM
Rolf Jagerman, Weize Kong, Rama Kumar Pasumarthi, Zhen Qin, Michael Bendersky, Marc Najork
2021 A conf
RankDistil: Knowledge Distillation for Ranking.
AISTATS
Sashank J. Reddi, Rama Kumar Pasumarthi, Aditya Krishna Menon, Ankit Singh Rawat, Felix X. Yu, Seungyeon Kim, Andreas Veit, Sanjiv Kumar
2020 Misc conf
Permutation Equivariant Document Interaction Network for Neural Learning to Rank.
ICTIR
Rama Kumar Pasumarthi, Honglei Zhuang, Xuanhui Wang, Michael Bendersky, Marc Najork
2019 A* conf
Domain Adaptation for Enterprise Email Search.
SIGIR
Brandon Tran, Maryam Karimzadehgan, Rama Kumar Pasumarthi, Michael Bendersky, Donald Metzler
2019 J jnl
Domain Adaptation for Enterprise Email Search.
CoRR
Brandon Tran, Maryam Karimzadehgan, Rama Kumar Pasumarthi, Michael Bendersky, Donald Metzler
2019 A* conf
Learning to Rank in Theory and Practice: From Gradient Boosting to Neural Networks and Unbiased Learning.
SIGIR
Claudio Lucchese, Franco Maria Nardini, Rama Kumar Pasumarthi, Sebastian Bruch, Michael Bendersky, Xuanhui Wang, Harrie Oosterhuis, Rolf Jagerman, Maarten de Rijke
2019 Misc conf
Neural Learning to Rank using TensorFlow Ranking: A Hands-on Tutorial.
ICTIR
Rama Kumar Pasumarthi, Sebastian Bruch, Michael Bendersky, Xuanhui Wang
2019 J jnl
Self-Attentive Document Interaction Networks for Permutation Equivariant Ranking.
CoRR
Rama Kumar Pasumarthi, Xuanhui Wang, Michael Bendersky, Marc Najork
2019 A* conf
TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank.
KDD
Rama Kumar Pasumarthi, Sebastian Bruch, Xuanhui Wang, Cheng Li, Michael Bendersky, Marc Najork, Jan Pfeifer, Nadav Golbandi, Rohan Anil, Stephan Wolf
2018 A* conf
Gated-Attention Architectures for Task-Oriented Language Grounding.
AAAI
Devendra Singh Chaplot, Kanthashree Mysore Sathyendra, Rama Kumar Pasumarthi, Dheeraj Rajagopal, Ruslan Salakhutdinov
2018 J jnl
TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank.
CoRR
Rama Kumar Pasumarthi, Xuanhui Wang, Cheng Li, Sebastian Bruch, Michael Bendersky, Marc Najork, Jan Pfeifer, Nadav Golbandi, Rohan Anil, Stephan Wolf
2017 J jnl
Gated-Attention Architectures for Task-Oriented Language Grounding.
CoRR
Devendra Singh Chaplot, Kanthashree Mysore Sathyendra, Rama Kumar Pasumarthi, Dheeraj Rajagopal, Ruslan Salakhutdinov
2014 A* conf
A bayesian framework for estimating properties of network diffusions.
KDD
Varun R. Embar, Rama Kumar Pasumarthi, Indrajit Bhattacharya
2014 Misc conf
Online network inference under dynamic cascade updates: A node-centric approach.
COMSNETS
Rama Kumar Pasumarthi, Srinivas Karthik, Ayush Choure, Vinayaka Pandit
2012 J jnl
Thermal-Safe Dynamic Test Scheduling Method Using On-Chip Temperature Sensors for 3D MPSoCs.
J. Low Power Electron.
Rama Kumar Pasumarthi, V. R. Devanathan, V. Visvanathan, Seetal Potluri, V. Kamakoti