Search Results for author: Luciano del Corro

Found 13 papers, 3 papers with code

Automatic Pair Construction for Contrastive Post-training

1 code implementation3 Oct 2023 Canwen Xu, Corby Rosset, Ethan C. Chau, Luciano del Corro, Shweti Mahajan, Julian McAuley, Jennifer Neville, Ahmed Hassan Awadallah, Nikhil Rao

Remarkably, our automatic contrastive post-training further improves the performance of Orca, already a state-of-the-art instruction learning model tuned with GPT-4 outputs, to outperform ChatGPT.

SkipDecode: Autoregressive Skip Decoding with Batching and Caching for Efficient LLM Inference

no code implementations5 Jul 2023 Luciano del Corro, Allie Del Giorno, Sahaj Agarwal, Bin Yu, Ahmed Awadallah, Subhabrata Mukherjee

While existing token-level early exit methods show promising results for online inference, they cannot be readily applied for batch inferencing and Key-Value caching.

Text Generation

Facts That Matter

1 code implementation EMNLP 2018 Marco Ponza, Luciano del Corro, Gerhard Weikum

This work introduces fact salience: The task of generating a machine-readable representation of the most prominent information in a text document as a set of facts.

Clustering Entity Linking +4

MinIE: Minimizing Facts in Open Information Extraction

1 code implementation EMNLP 2017 Kiril Gashteovski, Rainer Gemulla, Luciano del Corro

The goal of Open Information Extraction (OIE) is to extract surface relations and their arguments from natural-language text in an unsupervised, domain-independent manner.

Open Information Extraction Question Answering +1

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