443 citations · 554 across the 16 of their papers we have counts for
4 papers · 1 filter
Tree-Structured Boosting: Connections Between Gradient Boosted Stumps and Full Decision Trees
José Marcio Luna, Eric Eaton, Lyle H. Ungar +7
Additive models, such as produced by gradient boosting, and full interaction models, such as classification and regression trees (CART), are widely used algorithms that have been i…
Domain Aware Neural Dialog System
Sajal Choudhary, Prerna Srivastava, Lyle Ungar +1
We investigate the task of building a domain aware chat system which generates intelligent responses in a conversation comprising of different domains. The domain, in this case, is…
Enterprise to Computer: Star Trek chatbot
Grishma Jena, Mansi Vashisht, Abheek Basu +2
Human interactions and human-computer interactions are strongly influenced by style as well as content. Adding a persona to a chatbot makes it more human-like and contributes to a…
Deriving Verb Predicates By Clustering Verbs with Arguments
Joao Sedoc, Derry Wijaya, Masoud Rouhizadeh +2
Hand-built verb clusters such as the widely used Levin classes (Levin, 1993) have proved useful, but have limited coverage. Verb classes automatically induced from corpus data such…