GitHub - erigaud/SemRelationExtraction: This is a github repo for tracking the research updates on semantic relation extraction and word embedding generation
A simple model to learn relation embedding between words using an unlabelled corpora(ukWaC) and evaluate them with 3 labelled datasets (BLESS, EVALuation1.0, EACL dataset for antonym and synonym distinction)
* Preprocess the Corpus [Go to /Preprocess]
* Run the Model [Go to /Model]
* Perform the Evaluation [Go to /Evaluation]
* For additional experiments [Go to /Extras]
* How We BLESSed Distributional Semantic Evaluation [Baroni, Marco and Lenci, Alessandro]
* EVALution 1.0: an Evolving Semantic Dataset for Training and Evaluation of Distributional Semantic Models [Santus, Enrico; Yung, Frances; Lenci, Alessandro and Huang, Chu-Ren ]