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Soham Dan
Soham Dan
Senior Research Scientist, Microsoft
Verified email at microsoft.com - Homepage
Title
Cited by
Cited by
Year
Generalized planning in pddl domains with pretrained large language models
T Silver, S Dan, K Srinivas, JB Tenenbaum, L Kaelbling, M Katz
Proceedings of the AAAI conference on artificial intelligence 38 (18), 20256 …, 2024
1472024
Cross-modal map learning for vision and language navigation
G Georgakis, K Schmeckpeper, K Wanchoo, S Dan, E Miltsakaki, D Roth, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
802022
Identifying and characterizing truck stops from GPS data
R Aziz, M Kedia, S Dan, S Basu, S Sarkar, S Mitra, P Mitra
Advances in Data Mining. Applications and Theoretical Aspects: 16th …, 2016
332016
On the effects of transformer size on in-and out-of-domain calibration
S Dan, D Roth
Findings of the Association for Computational Linguistics: EMNLP 2021, 2096-2101, 2021
202021
From spatial relations to spatial configurations
S Dan, P Kordjamshidi, J Bonn, A Bhatia, J Cai, M Palmer, D Roth
arXiv preprint arXiv:2007.09557, 2020
162020
Api-blend: A comprehensive corpora for training and benchmarking api llms
K Basu, I Abdelaziz, S Chaudhury, S Dan, M Crouse, A Munawar, ...
arXiv preprint arXiv:2402.15491, 2024
152024
Techniques for generating a psychographic profile
K Jaidka, VK Bokam, S Dan, AR Sinha, Y Singh
US Patent 10,878,433, 2020
152020
Towards problem solving agents that communicate and learn
A Narayan-Chen, C Graber, M Das, MR Islam, S Dan, S Natarajan, ...
Proceedings of the First Workshop on Language Grounding for Robotics, 95-103, 2017
152017
Larimar: Large language models with episodic memory control
P Das, S Chaudhury, E Nelson, I Melnyk, S Swaminathan, S Dai, ...
arXiv preprint arXiv:2403.11901, 2024
142024
AppTechMiner: mining applications and techniques from scientific articles
M Singh, S Dan, S Agarwal, P Goyal, A Mukherjee
Proceedings of the 6th International Workshop on Mining Scientific …, 2017
112017
Learning from noisy similar and dissimilar data
S Dan, H Bao, M Sugiyama
Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021
102021
Understanding spatial relations through multiple modalities
S Dan, H He, D Roth
arXiv preprint arXiv:2007.09551, 2020
92020
Goodness-of-fit tests for inhomogeneous random graphs
S Dan, BB Bhattacharya
International conference on machine learning, 2335-2344, 2020
82020
Formally specifying the high-level behavior of LLM-based agents
M Crouse, I Abdelaziz, R Astudillo, K Basu, S Dan, S Kumaravel, ...
arXiv preprint arXiv:2310.08535, 2023
62023
Human-guided collaborative problem solving: A natural language based framework
H Kokel, M Das, R Islam, J Bonn, J Cai, S Dan, A Narayan-Chen, ...
arXiv preprint arXiv:2207.09566, 2022
62022
AssertionBench: A Benchmark to Evaluate Large-Language Models for Assertion Generation
V Pulavarthi, D Nandal, S Dan, D Pal
arXiv preprint arXiv:2406.18627, 2024
52024
Generalization in instruction following systems
S Dan, M Zhou, D Roth
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
52021
Variance reduced stochastic proximal algorithm for auc maximization
S Dan, D Sahoo
Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021
52021
Segmenting highway network based on speed profiles
R Aziz, M Kedia, S Dan, S Sarkar, S Mitra, P Mitra
2015 IEEE 18th International Conference on Intelligent Transportation …, 2015
52015
Needle in the haystack for memory based large language models
E Nelson, G Kollias, P Das, S Chaudhury, S Dan
arXiv preprint arXiv:2407.01437, 2024
42024
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Articles 1–20