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researcher

Dafna Shahaf

38 papers hereh-index 262.4k citations84 works total

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

author position
  • middle author9
  • last author28

Across the 37 of 38 papers where every author was matched, so the position is known.

fields
  • cs.CL20
  • cs.HC4
  • cs.LG4
  • cs.AI3
  • cs.SI2
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedA Machine Learning Approach to Routing

19 citations · 71 across the 35 of their papers we have counts for

collaborators
Showing 2024 · cs.CLShow all

3 papers · 2 filters

cs.CL2024

Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications

Oren Sultan, Alex Khasin, Guy Shiran +2

We present a practical distillation approach to fine-tune LLMs for invoking tools in real-time applications. We focus on visual editing tasks; specifically, we modify images and vi…

cs.CL2024

ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies

Oren Sultan, Yonatan Bitton, Ron Yosef +1

Analogy-making is central to human cognition, allowing us to adapt to novel situations -- an ability that current AI systems still lack. Most analogy datasets today focus on simple…

cs.CL2024★ 3 cited

State of What Art? A Call for Multi-Prompt LLM Evaluation

Moran Mizrahi, Guy Kaplan, Dan Malkin +3

Recent advances in large language models (LLMs) have led to the development of various evaluation benchmarks. These benchmarks typically rely on a single instruction template for e…

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