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05/22/2023
MaNtLE: Model-agnostic Natural Language Explainer
Understanding the internal reasoning behind the predictions of machine l...
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12/20/2022
Identifying and Manipulating the Personality Traits of Language Models
Psychology research has long explored aspects of human personality such ...
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10/21/2022
What do Large Language Models Learn beyond Language?
Large language models (LMs) have rapidly become a mainstay in Natural La...
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03/22/2021
Improving and Simplifying Pattern Exploiting Training
Recently, pre-trained language models (LMs) have achieved strong perform...
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11/11/2020
Unique Decoding of Explicit ε-balanced Codes Near the Gilbert-Varshamov Bound
The Gilbert-Varshamov bound (non-constructively) establishes the existen...
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11/11/2020
List Decoding of Direct Sum Codes
We consider families of codes obtained by "lifting" a base code 𝒞 throug...
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04/10/2020
Modular and fractional L-intersecting families of vector spaces
In the first part of this paper, we prove a theorem which is the q-analo...
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11/19/2019
Machine Learning Surrogates for Predicting Response of an Aero-Structural-Sloshing System
This study demonstrates the feasibility of developing machine learning (...
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03/05/2019
Fractional cross intersecting families
Let A={A_1,...,A_p} and B={B_1,...,B_q} be two families of subsets of [n...
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12/01/2015
Inferring Interpersonal Relations in Narrative Summaries
Characterizing relationships between people is fundamental for the under...
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11/30/2015