no code implementations • 4 Mar 2024 • Koyena Pal, David Bau, Renée J. Miller
And we discuss what principled data management techniques can be brought to bear on the study of large model management.
no code implementations • 8 Nov 2023 • Koyena Pal, Jiuding Sun, Andrew Yuan, Byron C. Wallace, David Bau
More concretely, in this paper we ask: Given a hidden (internal) representation of a single token at position $t$ in an input, can we reliably anticipate the tokens that will appear at positions $\geq t + 2$?
1 code implementation • 7 Aug 2023 • Koyena Pal, Aamod Khatiwada, Roee Shraga, Renée J. Miller
We thoroughly evaluate recent existing table union search methods over existing benchmarks and our new benchmark.
no code implementations • 24 May 2023 • Koyena Pal, Seyed Ali Bahrainian, Laura Mercurio, Carsten Eickhoff
Using nursing notes and discharge summaries from the MIMIC-III dataset, we studied the viability of the automatic generation of various sections of a discharge summary using four state-of-the-art neural network summarization models (BART, T5, Longformer and FLAN-T5).