1 citations · 2 across the 10 of their papers we have counts for
4 papers · 1 filter
Correctness Forensics for Batch Speculative Decoding: Diagnosing the Ragged Tensor Problem
Ranran Haoran Zhang, Soumik Dey, Ashirbad Mishra +3
Inference optimizations are routinely evaluated by throughput alone, without verifying output correctness. We conduct a forensic analysis of batch speculative decoding and find tha…
Performance and competence intertwined: A computational model of the Null Subject stage in English-speaking children
Soumik Dey, William Gregory Sakas
The empirically established null subject (NS) stage, lasting until about 4 years of age, involves frequent omission of subjects by children. Orfitelli and Hyams (2012) observe that…
GPT-3 Powered Information Extraction for Building Robust Knowledge Bases
Ritabrata Roy Choudhury, Soumik Dey
This work uses the state-of-the-art language model GPT-3 to offer a novel method of information extraction for knowledge base development. The suggested method attempts to solve th…
Analysis of Multidomain Abstractive Summarization Using Salience Allocation
Tohida Rehman, Raghubir Bose, Soumik Dey +1
This paper explores the realm of abstractive text summarization through the lens of the SEASON (Salience Allocation as Guidance for Abstractive SummarizatiON) technique, a model de…