Sebastian Ruder

NLP-progress. Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

learn-to-select-data. Code for Learning to select data for transfer learning with Bayesian Optimization

sluice-networks. Code for Sluice networks: Learning what to share between loosely related tasks

emnlp2021-multiqa-tutorial. EMNLP 2021 Tutorial: Multi-Domain Multilingual Question Answering

sebastianruder. Repository for my personal website

emotion_proposition_store. Construction and Analysis of an Emotion Proposition Store

cv. Repository for my CV

latent-variable-vecmap. A latent-variable model for learning bilingual word embedding mappings

tensorflow-experiments. Repository for experiments with TensorFlow

semi-supervised. Pseudo-code in LaTeX for common proxy-label approaches for semi-supervised learning

TravelClassify. NLP engine to suggest a user's top 5 travel activities by classifying her social media posts based on 50+ travel activities

BART. Stanford sieve implementation in BART coreference resolution system

MUSE. A library for Multilingual Unsupervised or Supervised word Embeddings

bilstm-aux. Bidirectional Long-Short Term Memory tagger (bi-LSTM) (in DyNet) -- hierarchical (with word and character embeddings)

StartupPitchPerfect. Startup Pitch Perfect - battledecks for startups.

NeuroNER. Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

kaggle. Repository for collecting kaggle scripts both of old and new competitions

ml. Repository for machine learning experiments

research_interests. Repository with a brief sketch of my research interests

blog. Build a Jekyll blog in minutes, without touching the command line.

opencog. A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)

transformers. 🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

allennlp. An open-source NLP research library, built on PyTorch.

external-tools. External, stand-alone tools that work with OpenCog

allennlp-models. Officially supported AllenNLP models

cs4001. Fuzzy wake-up system

websummit2015. Visualization for the Web Summit 2015

websummit_2015.

buster. Brute force static site generator for Ghost

relex. English Dependency Relationship Extractor