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Sourya Basu

17 papers hereh-index 8237 citations30 works total

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

author position
  • first author11
  • middle author5

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.IT5
  • cs.AI2
  • cs.CL2
  • q-bio.NC1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedMirostat: A Neural Text Decoding Algorithm that Directly Controls Perplexity

13 citations · 18 across the 14 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.IT2020

The Twelvefold Way of Non-Sequential Lossless Compression

Taha Ameen ur Rahman, Alton S. Barbehenn, Xinan Chen +27

Many information sources are not just sequences of distinguishable symbols but rather have invariances governed by alternative counting paradigms such as permutations, combinations…

cs.CL2020★ 13 cited

Mirostat: A Neural Text Decoding Algorithm that Directly Controls Perplexity

Sourya Basu, Govardana Sachitanandam Ramachandran, Nitish Shirish Keskar +1

Neural text decoding is important for generating high-quality texts using language models. To generate high-quality text, popular decoding algorithms like top-k, top-p (nucleus), a…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.