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Jacob Andreas — most-cited papers & profile · Speech Audio
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overview
Jacob Andreas
63
papers ·
308
citations ·
38
h-index
Dominica State College · Massachusetts Institute of Technology
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Most-cited papers
Unified Pragmatic Models for Generating and Following Instructions
2017
Speaker-Follower Models for Vision-and-Language Navigation
2018
Pragmatically Informative Text Generation
2019
Task-Oriented Dialogue as Dataflow Synthesis
2020
Implicit Representations of Meaning in Neural Language Models
2021
Quantifying Adaptability in Pre-trained Language Models with 500 Tasks
2021
The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding
2022
Natural Language Decomposition and Interpretation of Complex Utterances
2023
Grokking of Hierarchical Structure in Vanilla Transformers
2023
Regularized Conventions: Equilibrium Computation as a Model of Pragmatic Reasoning
2023
In-Context Language Learning: Architectures and Algorithms
2024
Learning Phonotactics from Linguistic Informants
2024
Top co-authors
Dan Klein
· 5
Daniel Fried
· 3
Hao Fang
· 3
Adam Pauls
· 2
Belinda Z. Li
· 2
Harsh Jhamtani
· 2
Jason Eisner
· 2
Jayant Krishnamurthy
· 2
Jean Crawford
· 2
John Bufe
· 2
Abby Wray
· 1
Alan Guo
· 1
Topics
cs.CL
Uncategorized
cs.LG
Audio Generation
Music Generation