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researcher

Ekta Sood

7 papers hereh-index 9329 citations18 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author3

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.CL3
  • cs.CV3
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedImproving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention

32 citations · 83 across the 6 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.CL2020★ 32 cited

Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention

Ekta Sood, Simon Tannert, Philipp Mueller +1

A lack of corpora has so far limited advances in integrating human gaze data as a supervisory signal in neural attention mechanisms for natural language processing(NLP). We propose…

cs.CL2020

Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension

Ekta Sood, Simon Tannert, Diego Frassinelli +2

While neural networks with attention mechanisms have achieved superior performance on many natural language processing tasks, it remains unclear to which extent learned attention r…

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