Spatial-Temporal-CNN

Two-Stream CNNs to Recognize Actions in Videos (with Early Fusion and Late Fusion)

Language-Model

Basic language models and generate sentences with these models.

FNN-Language-Model

Feed-Forward Neural Network Language Model (with DyNet)

Context-Free-Grammars-CFGs

Language Generation with CFG. Parsing Sentences with CYK Parser.

Named-Entity-Recognition-NER

Implement a NER tagger using Hidden Markov Models (HMMs). Practice HMMs and Viterbi algorithm.