Yoav Goldberg
Bar-Ilan University(IL)Allen Institute(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Text Readability and Simplification, Multimodal Machine Learning Applications, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- Neural Word Embedding as Implicit Matrix Factorization(2014)
- → Improving Distributional Similarity with Lessons Learned from Word Embeddings(2015)1,330 cited
- → word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method(2014)1,299 cited
- → Dependency-Based Word Embeddings(2014)1,052 cited
- Universal Dependencies v1: A Multilingual Treebank Collection(2016)
- → Neural Network Methods for Natural Language Processing(2017)780 cited
- → Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies(2016)776 cited
- → Linguistic Regularities in Sparse and Explicit Word Representations(2014)636 cited
- → BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models(2022)627 cited