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