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Mark Mazumder

12 papers hereh-index 12815 citations18 works total

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

author position
  • first author1
  • middle author8

Across the 9 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.AR1
  • cs.CL1
  • cs.CV1
  • eess.AS1
same name
  • Mark Mazumder — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedDataPerf: Benchmarks for Data-Centric AI Development

51 citations · 120 across the 10 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.AR2025

QuArch: A Benchmark for Evaluating LLM Reasoning in Computer Architecture

Shvetank Prakash, Andrew Cheng, Mark Mazumder +24

The field of computer architecture, which bridges high-level software abstractions and low-level hardware implementations, remains absent from current large language model (LLM) ev…

eess.AS2025

SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning

Prabhat Pandey, Rupak Vignesh Swaminathan, K V Vijay Girish +4

We introduce SIFT (Speech Instruction Fine-Tuning), a 50M-example dataset designed for instruction fine-tuning and pre-training of speech-text large language models (LLMs). SIFT-50…

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