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02/09/2023
Knowledge is a Region in Weight Space for Fine-tuned Language Models
Research on neural networks has largely focused on understanding a singl...
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12/02/2022
ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning
Pretraining has been shown to scale well with compute, data size and dat...
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10/31/2022
Where to start? Analyzing the potential value of intermediate models
Previous studies observed that finetuned models may be better base model...
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04/06/2022
Fusing finetuned models for better pretraining
Pretrained models are the standard starting point for training. This app...
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10/03/2021
Project Debater APIs: Decomposing the AI Grand Challenge
Project Debater was revealed in 2019 as the first AI system that can deb...
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09/03/2019
Automatic Argument Quality Assessment -- New Datasets and Methods
We explore the task of automatic assessment of argument quality. To that...
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01/23/2018
What did you Mention? A Large Scale Mention Detection Benchmark for Spoken and Written Text
We describe a large, high-quality benchmark for the evaluation of Mentio...
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09/19/2017