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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
👋🏼 Hello there, I'm Amir!
About me
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Posts
Stream of Search (SoS): Learning to Search in Language
Published:
In the landscape of AI, the ability of LLMs to reason, plan and solve complex problems has become increasingly significant. This novel paper titled “Stream of Search (SoS): Learning to Search in Language” delves into this crucial area, proposing an approach that enhances the reasoning capabilities of LLMs through the concept of search.
Reflection Tuning
Published:
In this post, we will review one of the most recent and effective approaches for improving the quality of instruction-tuning data, known as reflection-tuning.
Hands on Transformers
Published:
In this post we will be looking at the Transformer architecture in detail. You can also find the code for this post on my GitHub Repository.
Prompt Engineering Guide
Published:
Prompt Engineering
Prompt engineering is a discipline focused on crafting efficient prompts for large language models (LLMs). These skills aid in comprehending LLM capabilities and limitations. Researchers apply prompt engineering to enhance LLM performance in various tasks, from QA to arithmetic reasoning. Developers use it to create compelling interfaces for LLMs and other tools.
NLP Paper Club Week2 (Oct 02 - Oct 09)
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In this blog post I tried to introduce top papers in ML (particularly in NLP) and give a brief overview on them.
NLP Paper Club Week1 (Sep 25 - Oct 1)
Published:
In this blog post I tried to introduce top papers in ML (particularly in NLP) and give a brief overview on them.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER
Published in COMPSAC2023, 2023
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Amirhossein Layegh, Layegh et al. (2022). "ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER." COMPSAC2023. 1(1). https://www.computer.org/csdl/proceedings-article/compsac/2023/269700a241/1PhDNGXJoMU
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.