フォロー
Reshmi Ghosh
Reshmi Ghosh
Lead AI Scientist @ Microsoft AI Prev: Ph.D @ Carnegie Mellon University
確認したメール アドレス: microsoft.com - ホームページ
タイトル
引用先
引用先
年
Towards Bidirectional Human-AI Alignment: A Systematic Review for Clarifications, Framework, and Future Directions
H Shen, T Knearem, R Ghosh, K Alkiek, K Krishna, Y Liu, Z Ma, S Petridis, ...
arXiv preprint arXiv:2406.09264, 2024
24*2024
Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition
E Debenedetti, J Rando, D Paleka, SF Florin, D Albastroiu, N Cohen, ...
The thirty-eighth Annual Conference on Neural Information Processing Systems …, 2024
92024
From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries
H Wadhwa, R Seetharaman, S Aggarwal, R Ghosh, S Basu, S Srinivasan, ...
arXiv preprint arXiv:2406.12824, 2024
62024
On surgical fine-tuning for language encoders
A Lodha, G Belapurkar, S Chalkapurkar, Y Tao, R Ghosh, S Basu, ...
Empirical Methods of Natural Language Processing (EMNLP) Conference, 2023, 2023
42023
Topic segmentation in the wild: Towards segmentation of semi-structured & unstructured chats
R Ghosh, HS Kajal, S Kamath, D Shrivastava, S Basu, S Srinivasan
Neural Information Processing Systems (NeurIPS) Conference, 2022, 2022
42022
Valuecompass: A framework of fundamental values for human-ai alignment
H Shen, T Knearem, R Ghosh, YJ Yang, T Mitra, Y Huang
arXiv preprint arXiv:2409.09586, 2024
32024
Data-Driven Stochastic Reliability Assessment of the US Electricity Grid Under Large Penetration of Variable Renewable Energy Resources
R Ghosh
Carnegie Mellon University, 2021
32021
Topic Segmentation of Semi-structured and Unstructured Conversational Datasets Using Language Models
R Ghosh, HS Kajal, S Kamath, D Shrivastava, S Basu, H Zeng, ...
Intelligent Systems Conference, 91-104, 2023
22023
Vlmguard: Defending vlms against malicious prompts via unlabeled data
X Du, R Ghosh, R Sim, A Salem, V Carvalho, E Lawton, Y Li, JW Stokes
arXiv preprint arXiv:2410.00296, 2024
12024
ICLR 2025 Workshop on Bidirectional Human-AI Alignment
H Shen, Z Ma, R Ghosh, T Knearem, MX Liu, T Wu, A Monroy-Hernández, ...
ICLR 2025 Workshop Proposals, 2025
2025
SAGEval: The frontiers of Satisfactory Agent based NLG Evaluation for reference-free open-ended text
R Ghosh, T Yao, L Chen, S Hasan, T Chen, D Bernal, H Jiao, HM Hossain
arXiv preprint arXiv:2411.16077, 2024
2024
Frontiers of Large Language Model-Based Agentic Systems-Construction, Efficacy and Safety
J He, R Ghosh, K Walia, J Chen, T Dhadiwal, A Hazel, C Inguva
Proceedings of the 33rd ACM International Conference on Information and …, 2024
2024
Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis
R Ghosh, R Seetharaman, H Wadhwa, S Aggarwal, S Basu, S Srinivasan, ...
The 7th BlackboxNLP Workshop, Empirical Methods of Natural Language …, 2024
2024
Leveraging Language Models to Detect Greenwashing
A Vinella, M Capetz, R Pattichis, C Chance, R Ghosh
SoCal NLP Syposium 2024, 2023
2023
Reconstruction of Long-Term Historical Demand Data
R Ghosh, M Craig, HS Matthews, C Samaras, L Berti-Equille
The Thirty-Eighth International Conference on Machine Learning (ICML), 2021, 2022
2022
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