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Top 12 Platforms to Practice SQL Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” SQL, the Structured Query Language, is a cornerstone skill for anyone working with data. To master this powerful language, consistent practice is crucial. We present a curated list of 12 top-notch platforms that offer a variety of SQL exercises and challenges to help you… Read More »Top 12 Platforms to Practice SQL Pragati Jhunjhunwala Artificial Intelligence Category – MarkTechPost

Researchers at Stanford Present ZIP-FIT : A Novel Data Selection AI Framework that Chooses Compression Over Embeddings to Finetune Models on Domain Specific Tasks Adeeba Alam Ansari Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” Data Selection for domain-specific art is an intricate craft, especially if we want to get the desired results from Language Models. Until now, researchers have focused on creating diverse datasets across tasks, which has proved helpful for general-purpose training. However in domain and task-specific… Read More »Researchers at Stanford Present ZIP-FIT : A Novel Data Selection AI Framework that Chooses Compression Over Embeddings to Finetune Models on Domain Specific Tasks Adeeba Alam Ansari Artificial Intelligence Category – MarkTechPost

Enhanced Detection of Web Command Injection Attacks Using a CNN-BiLSTM Attention Model for Real-Time Application Security Sana Hassan Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” Web command injection attacks pose a critical security risk to web applications, often resulting in server information leaks or severe disruptions. As these attacks become increasingly complex and obfuscated, traditional detection methods struggle to identify malicious code and extract relevant features effectively. Recent incidents… Read More »Enhanced Detection of Web Command Injection Attacks Using a CNN-BiLSTM Attention Model for Real-Time Application Security Sana Hassan Artificial Intelligence Category – MarkTechPost

JetBrains Researchers Introduce CoqPilot: A Plugin for LLM-Based Generation of Proofs Asif Razzaq Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” In recent years, formal software verification has gained prominence, especially in fields where software reliability is critical, such as aerospace engineering, finance, and healthcare. Proof assistants like Coq have been instrumental in ensuring the correctness of software by enabling developers to create mathematical proofs… Read More »JetBrains Researchers Introduce CoqPilot: A Plugin for LLM-Based Generation of Proofs Asif Razzaq Artificial Intelligence Category – MarkTechPost

Jupyter Releaser: Streamlining Software Releases for the Jupyter Ecosystem Asif Razzaq Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” The open-source community and developers everywhere are no strangers to the challenges that come with software release management. From maintaining consistency in how releases are handled across different repositories to the tedious and error-prone manual processes involved, releasing new versions of software can be… Read More »Jupyter Releaser: Streamlining Software Releases for the Jupyter Ecosystem Asif Razzaq Artificial Intelligence Category – MarkTechPost

LongRAG: A Robust RAG Framework for Long-Context Question Answering Mohammad Asjad Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” Large Language Models (LLMs) have revolutionized long-context question answering (LCQA), a complex task requiring reasoning over extensive documents to provide accurate answers. While recent long-context LLMs like Gemini and GPT4-128k can process entire documents directly, they struggle with the “lost in the middle” phenomenon,… Read More »LongRAG: A Robust RAG Framework for Long-Context Question Answering Mohammad Asjad Artificial Intelligence Category – MarkTechPost

Computational Bottlenecks of Training Small-Scale Large Language Models Apple Machine Learning Research

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​[[{“value”:”This paper was accepted at the Efficient Natural Language and Speech Processing (ENLSP) workshop at NeurIPS Workshop 2024. While large language models (LLMs) dominate the AI landscape, Small-scale large Language Models (SLMs) are gaining attention due to cost and efficiency demands from consumers. However, there… Read More »Computational Bottlenecks of Training Small-Scale Large Language Models Apple Machine Learning Research

ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models Apple Machine Learning Research

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​The rapid evolution of Large Language Models (LLMs) and conversational assistants necessitates dynamic, scalable, and configurable conversational datasets for training and evaluation. These datasets must accommodate diverse user interaction modes, including text and voice, each presenting unique modeling challenges. Knowledge Graphs (KGs), with their structured… Read More »ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models Apple Machine Learning Research

Researchers from Intel and Salesforce Propose SynthKG: A Multi-Step Document-Level Ontology-Free Knowledge Graphs Synthesis Workflow based on LLMs Nikhil Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” Knowledge Graph (KG) synthesis is gaining traction in artificial intelligence research because it can construct structured knowledge representations from expansive, unstructured text data. These structured graphs have pivotal applications in areas requiring information retrieval and reasoning, such as question answering, complex data summarization, and… Read More »Researchers from Intel and Salesforce Propose SynthKG: A Multi-Step Document-Level Ontology-Free Knowledge Graphs Synthesis Workflow based on LLMs Nikhil Artificial Intelligence Category – MarkTechPost