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Luis Lastras

2 accepted papers

2024

API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs

ACL 2024long

There is a growing need for Large Language Models (LLMs) to effectively use tools and external Application Programming Interfaces (APIs) to plan and complete tasks. As such, there is tremendous interest in methods that can acquire sufficient quantities of train and test data that involve calls to to…

2021

Does Structure Matter? Encoding Documents for Machine Reading Comprehension

NAACL 2021long

Machine reading comprehension is a challenging task especially for querying documents with deep and interconnected contexts. Transformer-based methods have shown advanced performances on this task; however, most of them still treat documents as a flat sequence of tokens. This work proposes a new Tra…

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