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Sabyasachi Ghosh

dblp:66/1489 · DBLP profile ↗
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3ranked-venue papers
0as first author
0since 2021 · last 2020
—ORCID · conflict

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 2

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
2 papers
Knowledge representation and reasoning · 36% Deep learning architectures and training · 32% Language models and text generation · 32%
Software engineering, system software, and programming languages
1 paper
Program synthesis and code generation · 100%

Topics — the 3 heaviest of 4, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Knowledge, reasoning and agents › Knowledge representation and reasoning
rule learning		 0.412020
Learning from Rules Generalizing Labeled Exemplars · ICLR 2020
Program synthesis and code generation
rule learning		 0.412020
Learning from Rules Generalizing Labeled Exemplars · ICLR 2020
Machine learning › Deep learning architectures and training › sequence modeling › sequence generation
sequence transduction		 0.412019
Parallel Iterative Edit Models for Local Sequence Transduction · EMNLP/IJCNLP (1) 2019

Methods — techniques the papers use, named apart from their topics

weak supervision · 0.9rule generalization · 0.9parallel iterative decoding · 0.4
YearPublicationVenuePosition
2020 Learning from Rules Generalizing Labeled Exemplars
Abhijeet Awasthi, Sabyasachi Ghosh, Rasna Goyal, Sunita Sarawagi
 ICLR2
2019 Parallel Iterative Edit Models for Local Sequence Transduction
abstract
Abhijeet Awasthi, Sunita Sarawagi, Rasna Goyal, Sabyasachi Ghosh, Vihari Piratla. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019.
Abhijeet Awasthi, Sunita Sarawagi, Rasna Goyal, Sabyasachi Ghosh, Vihari Piratla
 EMNLP/IJCNLP (1)4
2009 Optimal Allocation of Time-Resources for Multihypothesis Activity-Level Detection
Gautam Thatte, Viktor Rozgic, Ming Li 0026, Sabyasachi Ghosh, Urbashi Mitra, Shri Narayanan, Murali Annavaram, Donna Spruijt-Metz
 DCOSS4