Akari Asai
University of Washington(US)Allen Institute(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Wikis in Education and Collaboration
Most-Cited Works
- → LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention(2020)560 cited
- → When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories(2023)216 cited
- → Wikipedia2Vec: An Efficient Toolkit for Learning and Visualizing the Embeddings of Words and Entities from Wikipedia(2020)169 cited
- → Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering(2019)146 cited
- → XOR QA: Cross-lingual Open-Retrieval Question Answering(2021)108 cited
- → Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection(2023)84 cited
- → Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT(2020)80 cited
- → Retrieval-based Language Models and Applications(2023)70 cited
- → Logic-Guided Data Augmentation and Regularization for Consistent Question Answering(2020)59 cited