자연어처리

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Intl.Segmenter - JavaScript | MDN: The Intl.Segmenter object enables locale-sensitive text segmentation, enabling you to get meaningful items (graphemes, words or sentences) from a string.

Connectionist approaches to language 이 글을 인용: “In research on theoretical and Computational linguistics and Natural language processing, the dominant formal a…”
Data statements for natural language processing 이 글을 인용: “Data Statements for Natural language processing: Toward Mitigating System Bias and Enabling Better Science”
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks 이 글을 인용: “Large pre-trained language models have been shown to store factual knowledge in their parameters, and achieve s…”
Large Language Models are zero-shot reasoners 이 글을 인용: “Pre-trained Large Language Modell (LLMs) are widely used in many sub-fields of natural language processing (NLP…”
A comprehensive taxonomy of hallucinations in Large Language Models 이 글을 인용: “Large language models (LLMs) have revolutionized natural language processing, yet their propensity for hallucin…”
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions 이 글을 인용: “The emergence of large language models (LLMs) has marked a significant breakthrough in natural language process…”
The bitter lesson 이 글을 인용: “This led to a major change in all of natural language processing, gradually over decades, where statistics and …”
On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 이 글을 인용: “The past 3 years of work in NLP have been characterized by the development and deployment of ever larger langua…”
Sparks of artificial general intelligence: Early experiments with GPT-4 이 글을 인용: “최근 몇 년 사이 가장 주목할 성과는 거대언어모델(LLM; Large language models) 기반 자연어처리(NLP; Natural language processing).”
Semi-automated coding for qualitative research “Based on our findings, we built prototypes to partially automate coding using simple natural language processin…”
컴퓨터과학 이 글을 인용: “Linguistics is the study of languages, converging with computer science in such areas as Programming languages …”
성급한 UI 디자인 종말론 이 글을 인용: “2013년 구글의 word2vec 즈음부터 갑자기 자연어처리 분야가 급격하게 발전하기 시작했고 2022년에는 드디어 ChatGPT가 출시된다.”
iText2KG: Incremental knowledge graphs construction using large language models “Current research leverages large language models' capabilities, such as zero- or few-shot learning.”
자연어 기반 AI-인간 인터렉션의 한계 “Reliable Reasoning Beyond Natural Language (Prolog를 LLM을 위한 정신어로 쓰기)”
AutoGen: Enabling next-gen LLM applications via multi-agent conversation “Both natural language and computer code can be used to program flexible conversation patterns for different app…”
PyTorch 이 글을 인용: “PyTorch is a machine learning library based on the Torch library, used for applications such as computer vision…”
Reliable Reasoning Beyond Natural Language “Our findings demonstrate that the integration of Prolog enables LLMs to achieve high performance on the NLR dat…”
BioGPT “We evaluate BioGPT on six biomedical natural language processing tasks and demonstrate that our model outperfor…”
Beyond safety: Toward a value-sensitive approach to the design of AI systems “Value Flows: 특정 기능에 대하여, 50% 이상의 이해관계자가 "이점이 존재한다"고 동의하거나 강하게 동의하면 이 기능은 value flow”
Text-to-LoRA: Instant Transformer Adaption “To overcome these limitations, we introduce Text-to-LoRA (T2L), a model capable of adapting large language mode…”