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05/09/2023
Large Language Model Programs
In recent years, large pre-trained language models (LLMs) have demonstra...
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12/16/2022
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation
Prompting large language models has enabled significant recent progress ...
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12/15/2022
ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning
Large language models show improved downstream task performance when pro...
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11/15/2022
ED-FAITH: Evaluating Dialogue Summarization on Faithfulness
Abstractive summarization models typically generate content unfaithful t...
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07/30/2021
EmailSum: Abstractive Email Thread Summarization
Recent years have brought about an interest in the challenging task of s...
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06/26/2020
Evaluation of Text Generation: A Survey
The paper surveys evaluation methods of natural language generation (NLG...
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04/30/2020
PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking
We propose the task of outline-conditioned story generation: given an ou...
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03/25/2019
