contextual modeling 1data augmentation 1multimodal learning 1synthetic datasets 1time series forecasting 1
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cs.CL2024
RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content
Joao Monteiro, Pierre-Andre Noel, Etienne Marcotte +6
Large Language Models (LLMs) are trained on vast amounts of data, most of which is automatically scraped from the internet. This data includes encyclopedic documents that harbor a…
cs.CL2024
XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference
João Monteiro, Ãtienne Marcotte, Pierre-André Noël +5
In-context learning (ICL) approaches typically leverage prompting to condition decoder-only language model generation on reference information. Just-in-time processing of a context…