NLP

How AI is Making Sign Language Recognition More Precise Than Ever

Once we take into consideration breaking down communication barriers, we frequently deal with language translation apps or voice assistants. But for hundreds of thousands who use sign language, these tools haven't quite bridged the...

Competition to recruit Chinese AI talent intensifies… “NLP experts get twice the salary”

China's big tech corporations are competing to secure global talent by offering lots of of hundreds of thousands of annual salaries and unprecedented advantages to draw artificial intelligence (AI) talent. Evaluation suggests that that...

Recent Research Finds Sixteen Major Problems With RAG Systems, Including Perplexity

A recent study from the US has found that the real-world performance of popular Retrieval Augmented Generation (RAG) research systems corresponding to Perplexity and Bing Copilot falls far wanting each the marketing hype and...

Apple’s Solution to Translating Gendered Languages

Apple has just published a paper, in collaboration with USC, that explores the machine learning methods employed to provide users of its iOS18 operating system more selection about gender in the case of translation....

End-to-End NLP Project with Hugging Face, FastAPI, and Docker

This tutorial explains the way to construct a containerized sentiment evaluation API using Hugging Face, FastAPI and DockerMany AI projects fail, in response to various reports (eg. Hardvard Business Review). I speculate that a...

Examining the Influence Between NLP and Other Fields of Study

MOTIVATIONA captivating aspect of science is how different fields of study interact and influence one another. Many significant advances have emerged from the synergistic interaction of multiple disciplines. For instance, the conception of quantum...

[10월 4주] 대기업까지 Ko-LLM 경쟁 합류…롯데정보통신, 자체 데이터로 실력 과시

국내 인공지능(AI) 산업의 경쟁력을 증진하고 실력 있는 개발자를 발굴하기 위한 '오픈 Ko-LLM 리더보드(한국지능정보사회진흥원, 업스테이지 공동 주최)'가 본격적인 LLM 개발 격전지로 떠올랐다. 오픈 초 개인 개발자나 일부 연구기업의 주도에 이어 이제는 대기업까지 뛰어난 모델을 선보이고...

Document-Oriented Agents: A Journey with Vector Databases, LLMs, Langchain, FastAPI, and Docker Introduction Vector Databases: The Essential Core of Semantic Search Applications Constructing a Document-Oriented Agent Experiment: Understanding...

Leveraging ChromaDB, Langchain, and ChatGPT: Enhanced Responses and Cited Sources from Large Document DatabasesDocument-oriented agents are beginning to get traction within the business landscape. Corporations increasingly leverage these tools to capitalize on internal documentation,...

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