• No results found

Active Learning via Membership Query Synthesis for Semi Supervised Sentence Classification

N/A
N/A
Protected

Academic year: 2020

Share "Active Learning via Membership Query Synthesis for Semi Supervised Sentence Classification"

Copied!
10
0
0

Loading.... (view fulltext now)

Full text

Loading

Figure

Figure 1: a) finds Opposite Pair close to the deci-sion boundary. b) identify points close to the decisionboundary.
Figure 2: a) Instances in corpus are encoded to latentspace. b) Learner fits a hyperplane to separate points.c) Query points selected by method described in Fig.1.Decoder translates point in latent space to human read-able sequence
Table 1: Training parameters for the Variational Au-toencoder.
Figure 3: F1-Score as a function of annotation steps(including skipped queries). Averaged over 3 runs.
+3

References

Related documents

Prior work suggested that derived leaf-cutting ants in the genus Atta interact synergistically with leaf-cutter fungi ( Attamyces ) by exhibiting higher fungal growth rates

Further evidence that it is stimulus intensity difference on the two sides of the polyp which governs the direction of bending is given by experiments in which the stimulus

Journalists are now expected to produce more, have less time to research stories and are expected to learn and incorporate new media techniques, such as podcasts and pieces to

Construct validity (the extent to which a measure assesses the domain of interest [2]) of the SPADI was investigated by the original devel- opers through factor analysis. This is

We additionally observed that (i) the specific AdK activi- ties in these samples were consistently higher than the specific CK activities (on average, > 10-fold), (ii) both

the cloud evaluation and investment decision to minimize the total computing costs requires a basic un- derstanding of the relationships between the cost of computing resources,

By activating the format command all data will be lost. Make sure that all important data on the device has been backed up before formatting. If formatting the internal memory,

In the case of agriculture, a CLT would acquire a farm and offer a long-term (99-year) ground lease to a tenant. The tenant may purchase or build and own a house and other