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07/27/2023
A Geometric Notion of Causal Probing
Large language models rely on real-valued representations of text to mak...
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03/30/2023
Discriminative Class Tokens for Text-to-Image Diffusion Models
Recent advances in text-to-image diffusion models have enabled the gener...
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11/23/2022
Schrödinger's Bat: Diffusion Models Sometimes Generate Polysemous Words in Superposition
Recent work has shown that despite their impressive capabilities, text-t...
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10/13/2022
Algorithms for Weighted Pushdown Automata
Weighted pushdown automata (WPDAs) are at the core of many natural langu...
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07/04/2022
Probing via Prompting
Probing is a popular method to discern what linguistic information is co...
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05/07/2022
UniMorph 4.0: Universal Morphology
The Universal Morphology (UniMorph) project is a collaborative effort pr...
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02/01/2022
Typical Decoding for Natural Language Generation
Despite achieving incredibly low perplexities on myriad natural language...
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06/13/2019
Meaning to Form: Measuring Systematicity as Information
A longstanding debate in semiotics centers on the relationship between l...
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10/25/2018
UniMorph 2.0: Universal Morphology
The Universal Morphology UniMorph project is a collaborative effort to i...
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08/13/2016
