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05/23/2023
Flexible Grammar-Based Constrained Decoding for Language Models
LLMs have shown impressive few-shot performance across many tasks. Howev...
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10/13/2022
Language Model Decoding as Likelihood-Utility Alignment
A critical component of a successful language generation pipeline is the...
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05/20/2022
Descartes: Generating Short Descriptions of Wikipedia Articles
We introduce and tackle the problem of automatically generating short de...
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12/15/2021
GenIE: Generative Information Extraction
Structured and grounded representation of text is typically formalized b...
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09/05/2019
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance
A robust evaluation metric has a profound impact on the development of t...
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02/27/2018
