summarization search results




summarization - 17 / 17
arxiv.org | Yesterday
Summary:
Automatic code Summarization generation technology is widely used in the development and maintenance of smart contracts. In recent years, with the advent of Large Language Models (LLMs), Gemini has received a lot of attention as the first Large Multimodal Models (LMMs) to support multimodal input. However, it is unclear how LMMs can generate contract code summarization from multimodal inputs. In this paper, we focus on evaluating Gemini on real-world smart contracts, comparing it to the MMTrans,...


Keywords: summarization, smart contract

arxiv.org | Yesterday
Summary:
Abstractive summarization models often generate factually inconsistent content particularly when the parametric knowledge of the model conflicts with the knowledge in the input document. In this paper, we analyze the robustness of fine-tuning based summarization models to the knowledge conflict, which we call factual adaptiveness. We utilize pre-trained language models to construct evaluation sets and find that factual adaptiveness is not strongly correlated with factual consistency on original ...


Keywords: metric, summarization, pre-trained

siliconangle.com | Today
Summary:
Workflow management software giant ServiceNow Inc. said today its building on an existing partnership with Nvidia Corp. to launch suite of new generative artificial intelligence tools aimed at helping to elevate service experiences for telecommunicat...


Keywords: generative, summarization, computing, game, test

aithority.com | Today
Summary:
Embracing Gen AI Automation To help businesses speed up their automation, UiPath is announcing new developer tools at DevCon 2024 Nov 2024 that will offer the most recent in AI powered productivity. To help developers create, test, and speed the im...


Keywords: summarization, openai, ml , test

www.androidauthority.com | Today
Summary:
Credit GoogleGoogle is updating Android Auto with new AI powered feature.The feature uses AI to give you summary of text messages or group chats you receive while driving.The driver will also be presented with suggested replies and actions.Taking yo...


Keywords: design, ai , summarization, android

levelup.gitconnected.com | Today
Summary:
How Do Gradient x2019 s Accelerator Blocks Simplify AI App Development Continue reading on Level Up Coding...


Keywords: coding, ai , summarization

bigdataanalyticsnews.com | Today
Summary:
Maintaining and optimizing legacy code can be daunting task. Spaghetti code, outdated libraries, and cryptic comments plague developers, hindering productivity and innovation. Challenges of legacy code Technical debt Years of accumulated changes, fi...


Keywords: generative, java, programming, algorithms, python

www.dataengineeringweekly.com | Today
Summary:
RudderStack is the Warehouse Native CDP, built to help data teams deliver value across the entire data activation lifecycle, from collection to unification and activation. Visit rudderstack.com to learn more.Editor 8217 s Note DEWCon Europe Update ...


Keywords: generative, programming, design, big data

www.sammobile.com | Yesterday
Summary:
It s no surprise that Samsung is letting Galaxy AI take all the limelight at the Mobile World Congress in Barcelona this year. The company has been making big deal of its AI features since the Galaxy S24 series was announced last month. Visitors to S...


Keywords: summarization, generative, mobile, ios, ai

itnext.io | Today
Summary:
Talk to your documents. Ask them questions. Get answers. Safe. and Complianthow iitsAI makes it possible, let me showyou Note would like to take this opportunity to thank iits for taking the time to provide me with everything needed and for answeri...


Keywords: gpt, swift, aws, summarization, chatgpt

dx.doi.org | Yesterday
Summary:
Neural code summarization leverages deep learning models to automatically generate brief natural language summaries of code snippets. The development of Transformer models has led to extensive use of attention during model design. While existing work has primarily and almost exclusively focused on static properties of source code and related structural representations like the Abstract Syntax Tree (AST), few studies have considered human attention, that is, where programmers focus while examinin...


Keywords: design, summarization, transformer, deep learning

arxiv.org | Yesterday
Summary:
Large Language Models (LLMs) such as GPT and Llama have demonstrated significant achievements in summarization tasks but struggle with factual inaccuracies, a critical issue in clinical NLP applications where errors could lead to serious consequences. To counter the high costs and limited availability of expert-annotated data for factual alignment, this study introduces an innovative pipeline that utilizes GPT-3.5 and GPT-4 to generate high-quality feedback aimed at enhancing factual consistency...


Keywords: nlp, gpt, summarization

arxiv.org | Yesterday
Summary:
The ability to sequence unordered events is an essential skill to comprehend and reason about real world task procedures, which often requires thorough understanding of temporal common sense and multimodal information, as these procedures are often communicated through a combination of texts and images. Such capability is essential for applications such as sequential task planning and multi-source instruction summarization. While humans are capable of reasoning about and sequencing unordered mul...


Keywords: summarization

arxiv.org | Yesterday
Summary:
Generative artificial intelligence (AI) and large language models (LLMs) have gained rapid popularity through publicly available tools such as ChatGPT. The adoption of LLMs for personal and professional use is fueled by the natural interactions between human users and computer applications such as ChatGPT, along with powerful summarization and text generation capabilities. Given the widespread use of such generative AI tools, in this work we investigate how these tools can be deployed in a non-s...


Keywords: gpt, generative, summarization, artificial intelligence,

arxiv.org | Yesterday
Summary:
Transformers have become pivotal in Natural Language Processing, demonstrating remarkable success in applications like Machine Translation and Summarization. Given their widespread adoption, several works have attempted to analyze the expressivity of Transformers. Expressivity of a neural network is the class of functions it can approximate. A neural network is fully expressive if it can act as a universal function approximator. We attempt to analyze the same for Transformers. Contrary to existi...


Keywords: summarization, neural network, transformer, network,

arxiv.org | Yesterday
Summary:
The present study introduces the knowledge-augmented generator, which is specifically designed to produce information that remains grounded in contextual knowledge, regardless of alterations in the context. Previous research has predominantly focused on examining hallucinations stemming from static input, such as in the domains of summarization or machine translation. However, our investigation delves into the faithfulness of generative question answering in the presence of dynamic knowledge. Ou...


Keywords: design, generative, summarization

towardsdatascience.com | Yesterday
Summary:
An end to end implementation of Pytorch Transformer, in which we will cover key concepts such as self attention, encoders, decoders, and muchmore.Photo by Susan Holt Simpson onUnsplashWriting ourownWhen decided to dig deeper into Transformer architec...


Keywords: tensorflow, summarization, rust, pytorch, tpu