Naturallanguageprocessing

Python is a popular programming language that is widely used in many fields, including natural language processing (NLP). NLP is a branch of artificial intelligence that deals with the interaction between computers and human language. It is used in applications such as language translation, text summarization, sentiment analysis, and more. …

Information Retrieval (IR) is an important field of research in computer science. It is not only about building big search engines like Google or Bing. We can face IR systems when use an online store search, chat-bot or receive an automatic email with recommended online courses. IR is a hot…

Merging (joining) data tables requires that the items in the columns on which to merge are identical. When combining data from different sources, data analysts often face the problem of similar but not exactly matching items, for example “tiger-amber cross” vs “tiger-umber cross”. An inner join would discard this item…

Pilot Jim Horbot sat at his desk, staring at the report in front of him. He couldn’t believe what he was reading. As a researcher at Harvard’s Facility for Climate Research, he had dedicated his life to studying the effects of climate change on the environment. …

Autocorrect Autocorrect is very important in day-to-day life. Conversation through messaging has increased and autocorrect is become a saving grace for us all. Autocorrect is software that helps correct the “typos” automatically while we write something. Although everyone uses autocorrect, this essay will explain how it functions. However, in these remarks…

How to design a good prompt? Chain of Thought Prompting Elicits Reasoning in Large Language Models Paper (Must read!), First proposes the concept of CoT 2 class of tasks: system-1 tasks (e.g., sentiment analysis, topic classification), system-2 tasks (e.g., logical, mathematical, commonsense reasoning) System-2 tasks using standard prompting have flat scaling curves (the largest model did not achieve high performance)

This week, not much happened. It felt like working from a cave deep in a rock without seeing any daylight. I am also reaching out to potential data providers for the B.Sc. thesis of our student. She will need many equity research reports for her study. …