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researcher

Jacob Andreas

MIT

40 papers hereh-index 5312.1k citations93 works total

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

author position
  • sole author4
  • first author3
  • middle author21
  • last author10

Across the 38 of 40 papers where every author was matched, so the position is known.

fields
  • cs.CL26
  • cs.LG5
  • cs.CV4
  • cs.FL1
  • cs.PL1
  • cs.RO1
affiliations
  • MIT
  • Microsoft
Homepage
same name
  • Jacob Andreas — 9 papers, h 7
  • Jacob Andreas — 7 papers, h 4
  • Jacob Andreas — 7 papers, h 6
  • Jacob Andreas — 6 papers, h 4
  • Jacob Andreas — 6 papers, h 5
  • Jacob Andreas — 6 papers, h 4

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
20122023
most citedMeasuring Compositionality in Representation Learning

24 citations · 159 across the 20 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.CV2018

Explainable Neural Computation via Stack Neural Module Networks

Ronghang Hu, Jacob Andreas, Trevor Darrell +1

In complex inferential tasks like question answering, machine learning models must confront two challenges: the need to implement a compositional reasoning process, and, in many ap…

cs.CV2018

Speaker-Follower Models for Vision-and-Language Navigation

Daniel Fried, Ronghang Hu, Volkan Cirik +7

Navigation guided by natural language instructions presents a challenging reasoning problem for instruction followers. Natural language instructions typically identify only a few h…

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