84 citations · 109 across the 26 of their papers we have counts for
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ComplAI: Theory of A Unified Framework for Multi-factor Assessment of Black-Box Supervised Machine Learning Models
Arkadipta De, Satya Swaroop Gudipudi, Sourab Panchanan +1
The advances in Artificial Intelligence are creating new opportunities to improve lives of people around the world, from business to healthcare, from lifestyle to education. For ex…
On Text Style Transfer via Style Masked Language Models
Sharan Narasimhan, Pooja Shekar, Suvodip Dey +1
Text Style Transfer (TST) is performable through approaches such as latent space disentanglement, cycle-consistency losses, prototype editing etc. The prototype editing approach, w…
DialoGen: Generalized Long-Range Context Representation for Dialogue Systems
Suvodip Dey, Maunendra Sankar Desarkar, Asif Ekbal +1
Long-range context modeling is crucial to both dialogue understanding and generation. The most popular method for dialogue context representation is to concatenate the last- utt…
HyperHawkes: Hypernetwork based Neural Temporal Point Process
Manisha Dubey, P. K. Srijith, Maunendra Sankar Desarkar
Temporal point process serves as an essential tool for modeling time-to-event data in continuous time space. Despite having massive amounts of event sequence data from various doma…
Towards Fair Evaluation of Dialogue State Tracking by Flexible Incorporation of Turn-level Performances
Suvodip Dey, Ramamohan Kummara, Maunendra Sankar Desarkar
Dialogue State Tracking (DST) is primarily evaluated using Joint Goal Accuracy (JGA) defined as the fraction of turns where the ground-truth dialogue state exactly matches the pred…
Meta-X: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation
Kaushal Kumar Maurya, Maunendra Sankar Desarkar
Recently, the NLP community has witnessed a rapid advancement in multilingual and cross-lingual transfer research where the supervision is transferred from high-resource languages…
Graph Neural Network Enhanced Language Models for Efficient Multilingual Text Classification
Samujjwal Ghosh, Subhadeep Maji, Maunendra Sankar Desarkar
Online social media works as a source of various valuable and actionable information during disasters. These information might be available in multiple languages due to the nature…