133 citations · 141 across the 4 of their papers we have counts for
4 papers
Which Model Shall I Choose? Cost/Quality Trade-offs for Text Classification Tasks
Shi Zong, Josh Seltzer, Jiahua +3
Industry practitioners always face the problem of choosing the appropriate model for deployment under different considerations, such as to maximize a metric that is crucial for pro…
What the DAAM: Interpreting Stable Diffusion Using Cross Attention
Raphael Tang, Linqing Liu, Akshat Pandey +6
Large-scale diffusion neural networks represent a substantial milestone in text-to-image generation, but they remain poorly understood, lacking interpretability analyses. In this p…
Simple Applications of BERT for Ad Hoc Document Retrieval
Wei Yang, Haotian Zhang, Jimmy Lin
Following recent successes in applying BERT to question answering, we explore simple applications to ad hoc document retrieval. This required confronting the challenge posed by doc…
A Study of "Churn" in Tweets and Real-Time Search Queries (Extended Version)
Jimmy Lin, Gilad Mishne
The real-time nature of Twitter means that term distributions in tweets and in search queries change rapidly: the most frequent terms in one hour may look very different from those…