Wen-tau Yih
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Advanced Text Analysis Techniques
Most-Cited Works
- Linguistic Regularities in Continuous Space Word Representations(2013)
- → Embedding Entities and Relations for Learning and Inference in Knowledge Bases(2014)2,032 cited
- → WikiQA: A Challenge Dataset for Open-Domain Question Answering(2015)851 cited
- → Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base(2015)788 cited
- → Cross-Sentence N-ary Relation Extraction with Graph LSTMs(2017)456 cited
- A Linear Programming Formulation for Global Inference in Natural Language Tasks(2004)
- → Dissecting Contextual Word Embeddings: Architecture and Representation(2018)431 cited
- → The Value of Semantic Parse Labeling for Knowledge Base Question Answering(2016)429 cited
- → Semantic Parsing for Single-Relation Question Answering(2014)423 cited
- → The Importance of Syntactic Parsing and Inference in Semantic Role Labeling(2008)411 cited