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Rana Ali Amjad

Qualcomm AI Research

19 papers hereh-index 132.3k citations40 works total

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

author position
  • sole author1
  • first author5
  • middle author9
  • last author4

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.IT7
  • cs.CL2
  • eess.SP1
  • eess.SY1
affiliations
  • Qualcomm AI Research
  • Technical University of Munich

identity via Semantic Scholar / OpenAlex

activity
20132025
most citedLearning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle

200 citations · 433 across the 16 of their papers we have counts for

collaborators
Showing cs.CLShow all

2 papers · 1 filter

cs.CL2025★ 1 cited

SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence

Zhining Liu, Rana Ali Amjad, Ravinarayana Adkathimar +2

Providing Language Models (LMs) with relevant evidence in the context (either via retrieval or user-provided) can significantly improve their ability to provide better-grounded res…

cs.CL2024★ 1 cited

Context-Aware Clustering using Large Language Models

Sindhu Tipirneni, Ravinarayana Adkathimar, Nurendra Choudhary +5

Despite the remarkable success of Large Language Models (LLMs) in text understanding and generation, their potential for text clustering tasks remains underexplored. We observed th…

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