Santosh Kesiraju

activity

20172026

most citedLearning document embeddings along with their uncertainties

11 citations · 21 across the 15 of their papers we have counts for

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Showing 2020 · cs.CLShow all

2 papers · 2 filters

cs.CL2020

Rethinking the Objectives of Extractive Question Answering

Martin Fajcik, Josef Jon, Pavel Smrz

This work demonstrates that using the objective with independence assumption for modelling the span probability $P (a_{s}, a_{e}) = P (a_{s}) P (a_{e})$ of span starting at position $a_{s}$ and e…

cs.CL2020

A Bayesian Multilingual Document Model for Zero-shot Topic Identification and Discovery

Santosh Kesiraju, Sangeet Sagar, Ondřej Glembek +3

In this paper, we present a Bayesian multilingual document model for learning language-independent document embeddings. The model is an extension of BaySMM [Kesiraju et al 2020] to…