Search Results for author: Byron C Wallace

Found 3 papers, 2 papers with code

On-the-fly Definition Augmentation of LLMs for Biomedical NER

1 code implementation29 Mar 2024 Monica Munnangi, Sergey Feldman, Byron C Wallace, Silvio Amir, Tom Hope, Aakanksha Naik

In this work we set out to improve LLM performance on biomedical NER in limited data settings via a new knowledge augmentation approach which incorporates definitions of relevant concepts on-the-fly.

NER

Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains

no code implementations5 Feb 2024 Sanjana Ramprasad, Kundan Krishna, Zachary C Lipton, Byron C Wallace

We analyze whether the prevalence of a given domain in the pretraining corpus affects extractiveness and faithfulness of generated summaries of articles in this domain.

Cannot find the paper you are looking for? You can Submit a new open access paper.