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Found 6 papers, 1 papers with code
Fine-Grained Entity Typing with High-Multiplicity Assignments
As entity type systems become richer and more fine-grained, we expect the number of types assigned to a given entity to increase.
Abstract Syntax Networks for Code Generation and Semantic Parsing
Tasks like code generation and semantic parsing require mapping unstructured (or partially structured) inputs to well-formed, executable outputs.
Ranked #3 on
Semantic Parsing
on ATIS
Function-Specific Mixing Times and Concentration Away from Equilibrium
These results show that it is possible for empirical expectations of functions to concentrate long before the underlying chain has mixed in the classical sense, and we show that the concentration rates we achieve are optimal up to constants.
On the accuracy of self-normalized log-linear models
Calculation of the log-normalizer is a major computational obstacle in applications of log-linear models with large output spaces.
Variational consensus Monte Carlo
Practitioners of Bayesian statistics have long depended on Markov chain Monte Carlo (MCMC) to obtain samples from intractable posterior distributions.
Online Inference for Relation Extraction with a Reduced Feature Set
Access to web-scale corpora is gradually bringing robust automatic knowledge base creation and extension within reach.
