UW LLM Factuality

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akariasai

authored a paper 4 months ago

OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Paper • 2411.14199 • Published Nov 21, 2024 • 30

akariasai

authored a paper 5 months ago

Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages

Paper • 2410.16153 • Published Oct 21, 2024 • 44

akariasai

authored a paper 8 months ago

Scaling Retrieval-Based Language Models with a Trillion-Token Datastore

Paper • 2407.12854 • Published Jul 9, 2024 • 31

akariasai

authored 4 papers about 1 year ago

Fine-grained Hallucination Detection and Editing for Language Models

Paper • 2401.06855 • Published Jan 12, 2024 • 4

When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories

Paper • 2212.10511 • Published Dec 20, 2022 • 1

Task-aware Retrieval with Instructions

Paper • 2211.09260 • Published Nov 16, 2022

XOR QA: Cross-lingual Open-Retrieval Question Answering

Paper • 2010.11856 • Published Oct 22, 2020

akariasai

authored a paper over 1 year ago

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 76