Matt Gardner
Technical College System of Georgia(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Text Readability and Simplification, Advanced Text Analysis Techniques
Most-Cited Works
- → Deep Contextualized Word Representations(2018)1,788 cited
- → AllenNLP: A Deep Semantic Natural Language Processing Platform(2018)507 cited
- → Never-ending learning(2018)499 cited
- → (2019)351 cited
- → Evaluating Models’ Local Decision Boundaries via Contrast Sets(2020)255 cited
- → Neural Semantic Parsing with Type Constraints for Semi-Structured Tables(2017)248 cited
- → Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing(2019)197 cited
- → Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling(2019)181 cited
- → DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning\n Over Paragraphs(2019)178 cited
- → Incorporating Vector Space Similarity in Random Walk Inference over Knowledge Bases(2014)176 cited