Search Results for author: Yousef El-Kurdi

Found 5 papers, 2 papers with code

Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs

1 code implementation21 Oct 2023 Young-suk Lee, Md Arafat Sultan, Yousef El-Kurdi, Tahira Naseem Asim Munawar, Radu Florian, Salim Roukos, Ramón Fernandez Astudillo

Using in-context learning (ICL) for data generation, techniques such as Self-Instruct (Wang et al., 2023) or the follow-up Alpaca (Taori et al., 2023) can train strong conversational agents with only a small amount of human supervision.

In-Context Learning

Zero-Shot Dynamic Quantization for Transformer Inference

4 code implementations17 Nov 2022 Yousef El-Kurdi, Jerry Quinn, Avirup Sil

We introduce a novel run-time method for significantly reducing the accuracy loss associated with quantizing BERT-like models to 8-bit integers.

Quantization

Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers

no code implementations COLING 2020 Yousef El-Kurdi, Hiroshi Kanayama, Efsun Sarioglu Kayi, Vittorio Castelli, Todd Ward, Radu Florian

We present scalable Universal Dependency (UD) treebank synthesis techniques that exploit advances in language representation modeling which leverage vast amounts of unlabeled general-purpose multilingual text.

Data Augmentation

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