AI Papers of the Week
Every paper worth reading in AI, hand-picked one week at a time.
Retrieve In-Context Examples for LLMs
A framework to iteratively train dense retrievers that identify high-quality in-context examples.
CM3Leon
Meta's retrieval-augmented multi-modal language model that generates both text and images.
LLMs as Effective Text Rankers
A prompting technique that enables open-source LLMs to perform SOTA text ranking.
LeanDojo
An open-source Lean playground consisting of toolkits, data, models, and benchmarks for theorem proving.
Long-range Language Modeling with Self-Retrieval
Jointly trains a retrieval-augmented LM from scratch for long-range modeling.
Unifying LLMs & Knowledge Graphs
A roadmap for combining LLMs with knowledge graphs for stronger reasoning.
Active Retrieval Augmented LLMs (FLARE)
Actively decides when and what to retrieve during generation.
Unlimiformer
Long-range Transformers with unlimited length input via external datastores.
Evaluating Verifiability in Generative Search Engines
Audits popular generative search engines for citation accuracy.