15 citations · 46 across the 7 of their papers we have counts for
7 papers
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes
James Mullenbach, Yada Pruksachatkun, Sean Adler +6
Continuity of care is crucial to ensuring positive health outcomes for patients discharged from an inpatient hospital setting, and improved information sharing can help. To share i…
Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning
Yi Yang, Arzoo Katiyar
We present a simple few-shot named entity recognition (NER) system based on nearest neighbor learning and structured inference. Our system uses a supervised NER model trained on th…
Zero-Shot Transfer VQA Dataset
Yuanpeng Li, Yi Yang, Jianyu Wang +1
Acquiring a large vocabulary is an important aspect of human intelligence. Onecommon approach for human to populating vocabulary is to learn words duringreading or listening, and t…
Toward Socially-Infused Information Extraction: Embedding Authors, Mentions, and Entities
Yi Yang, Ming-Wei Chang, Jacob Eisenstein
Entity linking is the task of identifying mentions of entities in text, and linking them to entries in a knowledge base. This task is especially difficult in microblogs, as there i…
Part-of-Speech Tagging for Historical English
Yi Yang, Jacob Eisenstein
As more historical texts are digitized, there is interest in applying natural language processing tools to these archives. However, the performance of these tools is often unsatisf…
Overcoming Language Variation in Sentiment Analysis with Social Attention
Yi Yang, Jacob Eisenstein
Variation in language is ubiquitous, particularly in newer forms of writing such as social media. Fortunately, variation is not random, it is often linked to social properties of t…