interpretability 1knowledge retrieval 1language model pretraining 1open-domain question answering 1retrieval-augmented models 1
From the 1 of 26 linked papers with an AI index.
521 citations · 718 across the 19 of their papers we have counts for
Showing 2023 · cs.CLShow all
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cs.CL2023★ 7 cited
PURR: Efficiently Editing Language Model Hallucinations by Denoising Language Model Corruptions
Anthony Chen, Panupong Pasupat, Sameer Singh +2
The remarkable capabilities of large language models have been accompanied by a persistent drawback: the generation of false and unsubstantiated claims commonly known as "hallucina…
cs.CL2023★ 7 cited
Dr.ICL: Demonstration-Retrieved In-context Learning
Man Luo, Xin Xu, Zhuyun Dai +5
In-context learning (ICL), teaching a large language model (LLM) to perform a task with few-shot demonstrations rather than adjusting the model parameters, has emerged as a strong…