Research
Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models
EMNLP 2023
Yiyuan Li, Rakesh R Menon, Sayan Ghosh, Shashank Srivastava
[pdf]
Leveraging Multiple Teachers for Test-Time Adaptation of Language-Guided Classifiers
Findings of EMNLP 2023
Kangda Wei, Sayan Ghosh, Rakesh R Menon, Shashank Srivastava
[pdf]
Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture
Findings of EMNLP 2023
Bingsheng Yao, Ishan Jindal, Lucian Popa, Yannis Katsis, Sayan Ghosh, Lihong He, Yuxuan Lu, Shashank Srivastava, Yunyao Li, James Hendler, Dakuo Wang
[pdf]
LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning
Findings of ACL 2023
Sayan Ghosh*, Rakesh R Menon∗, and Shashank Srivastava
[pdf]
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
TMLR 2023
Big-Bench collaboration
[pdf]
CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations
ACL 2022
Rakesh R Menon*, Sayan Ghosh*, and Shashank Srivastava
[pdf]
ePiC: Employing Proverbs in Context as a Benchmark for Abstract Language Understanding
ACL 2022
Sayan Ghosh and Shashank Srivastava
[pdf]
Mapping Language to Programs using Multiple Reward Components with Inverse Reinforcement Learning
Findings of EMNLP 2021
Sayan Ghosh and Shashank Srivastava
[pdf]
Adversarial Scrubbing of Demographic Information for Text Classification
EMNLP 2021
Somnath Basu Roy Chowdhury, Sayan Ghosh , Yiyuan Li, Junier Oliva, Shashank Srivastava and Snigdha Chaturvedi
[pdf]
How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation?
ACL 2021
Sayan Ghosh* , Zheng Qi*, Snigdha Chaturvedi, Shashank Srivastava
[pdf]
PRover: Proof Generation for Interpretable Reasoning over Rules
EMNLP 2020
Swarnadeep Saha, Sayan Ghosh , Shashank Srivastava, and Mohit Bansal
[pdf]
Analysing the Extent of Misinformation in Cancer Related Tweets
ICWSM 2020
Rakesh Bal, Sayan Sinha, Swastika Dutta, Rishabh Joshi, Sayan Ghosh , Ritam Dutt
[pdf]
Exploring Color Variations for Vector Graphics
ACM SIGGRAPH 2019 (Poster)
Sayan Ghosh , Jose Echevarria, Vineet Batra, Ankit Phogat
[pdf]
DeepTagRec: A Content-cum-User based Tag Recommendation Framework for Stack Overflow
ECIR 2018
Suman Kalyan Maity, Abhishek Panigrahi, Sayan Ghosh , Arundhati Banerjee, Pawan Goyal, Animesh Mukherjee
[pdf] [code]
Public Sphere 2.0: Targeted Commenting in Online News Media
ECIR 2018
Ankan Mullick, Sayan Ghosh , Ritam Dutt, Avijit Ghosh, Abhijnan Chakraborty
[pdf]
Won best poster presentation award [ECIR 2019 awards list]
QoS-Aware Dynamic Caching for Destroyed Virtual Machines in Sensor-Cloud Architecture
ICDCN 2018
Arijit Roy, Sudip Misra, Sayan Ghosh
[pdf]
Mining Twitter and Taxi Data for Predicting Taxi Pickup Hotspots
ASONAM 2017
Sankarshan Mridha, Sayan Ghosh , Robin Singh, Sourangshu Bhattacharya, Niloy Ganguly
[pdf]
Weighted Color Palette Generation
Ankit Phogat, Sayan Ghosh , Vineet Batra
Application US16/685,589 (Filed Nov 2019)
Flow-Based Color Transfer from Source Graphic to Target Graphic
Ankit Phogat, Sayan Ghosh , Vineet Batra, Stephen DiVerdi, Scott Cohen
Application US16/533,308 (Filed Aug 2019)