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05/23/2023
Two Failures of Self-Consistency in the Multi-Step Reasoning of LLMs
Large language models (LLMs) have achieved widespread success on a varie...
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10/19/2022
Two-Turn Debate Doesn't Help Humans Answer Hard Reading Comprehension Questions
The use of language-model-based question-answering systems to aid humans...
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04/23/2022
Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning
Recent work has found that multi-task training with a large number of di...
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12/16/2021
QuALITY: Question Answering with Long Input Texts, Yes!
To enable building and testing models on long-document comprehension, we...
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11/07/2021
Machine-in-the-Loop Rewriting for Creative Image Captioning
Machine-in-the-loop writing aims to enable humans to collaborate with mo...
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10/15/2021
BBQ: A Hand-Built Bias Benchmark for Question Answering
It is well documented that NLP models learn social biases present in the...
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02/11/2021