Search Results for author: Koyena Pal

Found 4 papers, 1 papers with code

Model Lakes

no code implementations4 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.

Management

Future Lens: Anticipating Subsequent Tokens from a Single Hidden State

no code implementations8 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 $\geq t + 2$?

Generative Benchmark Creation for Table Union Search

1 code implementation7 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.

Management Table Search

Neural Summarization of Electronic Health Records

no code implementations24 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).

Language Modelling

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