Bhargav Shandilya, Alexis Palmer
Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation
https://arxiv.org/abs/2410.00387

Ali Marashian, Enora Rice, Luke Gessler, Alexis Palmer, Katharina von der Wense
From Priest to Doctor: Domain Adaptaion for Low-Resource Neural Machine Translation
https://arxiv.org/abs/2412.00966

From Priest to Doctor: Domain Adaptaion for Low-Resource Neural Machine Translation Many of the world's languages have insufficient data to train high-performing general neural machine translation (NMT) models, let alone domain-specific models, and often the only available parallel d...

arxiv.org/abs/2412.00966

Bibles are the only large parallel corpora for many languages—so how can we design MT systems that work well in other domains?

“From Priest to Doctor: Domain Adaptaion for Low-Resource Neural Machine Translation” by Ali Marashian, @covetedfish.bsky.social, @alexispalmer.bsky.social, and others

Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation The data and compute requirements of current language modeling technology pose challenges for the processing and analysis of low-resource languages. Declarative linguistic knowledge has the potential ...

Can RAG+LLM systems help boost small models for rare languages?

Find out in “Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation” by Bhargav Shandilya and @alexispalmer.bsky.social

arxiv.org/abs/2410.00387

We had two papers accepted to #COLING!!

go.bsky.app/LKGekew here we go!

📅 Tues. 2-3:30, Poster Session 3
🗺️GlossLM: A Massively Multilingual Corpus and Pretrained Model for Interlinear Glossed Text [EMNLP Main]

📢 Check out the lineup of papers our students will be showcasing at #EMNLP2024 in Miami next week! 🌴 We'll be presenting new work on morphology, Q&A, and narratives.🔍

Hi, we just made an account for the LECS Lab at CU Boulder, and we'd love to be included!

Hi, we just made an account for the LECS Lab at CU Boulder (led by @alexispalmer.bsky.social)!