Software
mbrs
A library for MBR decoding that systematically implements various algorithms and evaluation metrics.
knn-seq
A fast example-based machine translator that implements “Nearest Neighbor Machine Translation” and “Subset Retrieval Nearest Neighbor Machine Translation” as a fairseq plugin.
NERsted
A nested NER, which implements “Nested Named Entity Recognition via Explicitly Excluding the Influence of the Best Path.”
TorchLatent
A library for efficient latent structure computation, e.g., CRF, used by “Structured Refinement for Sequential Labeling” and “Nested Named Entity Recognition via Explicitly Excluding the Influence of the Best Path.”
Skeletal AMR
An AMR parser by dependency maching, which implements “Dependency Patterns of Complex Sentences and Semantic Disambiguation for Abstract Meaning Representation Parsing.”
Tatar Transliteration
A code-switching aware Tatar transliteraiton, which implements “Transliteration for Low-Resource Code-Switching Texts: Building an Automatic Cyrillic-to-Latin Converter for Tatar.” Please try an online demonstration.
RemovingSpuriousAlignment
An unsupervised image captioning, which implements “Removing Word-Level Spurious Alignment between Images and Pseudo-Captions in Unsupervised Image Captioning.”
Coordparser
A coordinate structure parser based on neural networks implementing “Decomposed Local Models for Coordinate Structure Parsing.”