Integrating Typology into Neural Dependency Parsers

Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model

Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables

cache_dir c

cannot b

mitigate

trades off sample efficiency in favor of stability

which makes them weaker on sample efficiency.

for a good reason:

predates

culminating

episode-specific

first obs comes from starting distribution

batch_lens = [] # for measuring episode lengths

eights_ph = tf.placeholder(shape=(None,), dtype=tf.float32)

Trajectories are also frequently called episodes or rollouts.

occluded

dexterous

ntence A and Sentence B are separated by the ||| delimiter for sentence # pair tasks like question answering and entailment. # For single sentence inputs, put one sentence per line and DON'T use the # delimiter. echo 'Who was Jim Henson ? |

The output of the top encoder is then transformed into a set of attention vectors K and V.

residual connection

Both forms assume numerator layout for ∂ U ∂ X i j , {\displaystyle {\frac {\partial \mathbf {U} }{\partial X_{ij}}},}

[5]     ∂ g ( U ) ∂ X i j = {\displaystyle {\frac {\partial g(\mathbf {U} )}{\partial X_{ij}}}=}

Numerator layout, i.e. lay out according to y and xT (i.e. contrarily to x). This is sometimes known as the Jacobian formulation. Denominator layout, i.e. lay out according to yT and x (i.e. contraril

action="store_true"