61 citations · 130 across the 3 of their papers we have counts for
3 papers
Learning to Win by Reading Manuals in a Monte-Carlo Framework
S. R. K. Branavan, David Silver, Regina Barzilay
Domain knowledge is crucial for effective performance in autonomous control systems. Typically, human effort is required to encode this knowledge into a control algorithm. In this…
Content Modeling Using Latent Permutations
Harr Chen, S. R. K. Branavan, Regina Barzilay +1
We present a novel Bayesian topic model for learning discourse-level document structure. Our model leverages insights from discourse theory to constrain latent topic assignments in…
Learning Document-Level Semantic Properties from Free-Text Annotations
S. R. K. Branavan, Harr Chen, Jacob Eisenstein +1
This paper presents a new method for inferring the semantic properties of documents by leveraging free-text keyphrase annotations. Such annotations are becoming increasingly abunda…