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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Large scale summarization" (30 stories)

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Large scale summarization using ensemble prompts and in context learning approaches
Lead StoryNaturegeneral
Mar 25, 2025

Large scale summarization using ensemble prompts and in context learning approaches

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBwaWxnb2NBZFZrNXpGdkk3ZUVSMWktY1pHREc4UE9NbDhzWWZ6aTNOSnc0V0g3d2ZkZm9WdmU0cXI0WmJkTE5fTDFNSy1QX181Wk04TjNIUVBLanNjSjlz?oc=5" target="_blank">Large scale summarization using ensemble prompts and in context learning approaches</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Large scale summarization"

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29 stories displayed
Israel-Hamas War (Gaza Conflict) | Explanation, Summary, Ceasefire, Casualties, & Map
Britannicageneral

Israel-Hamas War (Gaza Conflict) | Explanation, Summary, Ceasefire, Casualties, & Map

<a href="https://news.google.com/rss/articles/CBMiXkFVX3lxTFBlLUZSVWt0R3QwOVg1OENhbGZKXzBFbVk4Wi1kVGdvay1zRDN4Z2ZralpEZzVCV1N5Z2JUcUpYWFU1d3hLUThZVUxuN1JoTl9rLXJGMlhmT3o0NmdqR2c?oc=5" target="_blank">Israel-Hamas War (Gaza Conflict) | Explanation, Summary, Ceasefire, Casualties, & Map</a>  <font color="#6f6f6f">Britannica</font>

How to summarize text using Python NLP and extractive text summarization
IBMgeneral

How to summarize text using Python NLP and extractive text summarization

<a href="https://news.google.com/rss/articles/CBMibkFVX3lxTE5vMnhYbFNLNkxzczdvdEdzLVNreDdmbnVpNzdGUFQydTNPdVp5NWcyb1BlR1Q4eE0zT2dvMWZrbUNra2dWVzJNMHlSTktiY2NDRmNRTG1nQjBheHdVLVNtQzlwSUpLSFAzODI0MnFB?oc=5" target="_blank">How to summarize text using Python NLP and extractive text summarization</a>  <font color="#6f6f6f">IBM</font>

Enterprise Document Intelligence: A Series on Building RAG Brick by Brick, from Minimal to Corpus scale
Towards Data Sciencegeneral

Enterprise Document Intelligence: A Series on Building RAG Brick by Brick, from Minimal to Corpus scale

<a href="https://news.google.com/rss/articles/CBMivwFBVV95cUxOcXZwa1VXakVmVVZvdGdIY3ItaU5IQXZLTE4tNWM1b2hhQTNLX01JWUg0WmVxbGhWNUNWTDRGdTlPN05HUmdrZDY5dXVRb2x3VHpJNkFZX3BFMWFjcnh0SHAzcGYwRkt2X196RGl3cXVPbnIzbHV5UWhpTThPXzNxVzcwWEI0cFhjeGNxUlJoNzgtN0dOWDBfak42QjJJeUZXS3RaeXA1anRQRG9HdkNBWnd4RkZVY1M3blRrWFZZVQ?oc=5" target="_blank">Enterprise Document Intelligence: A Series on Building RAG Brick by Brick, from Minimal to Corpus scale</a>  <font color="#6f6f6f">Towards Data Science</font>

EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents
The Association for the Advancement of Artificial Intelligencegeneral

EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBISkYtMjlCVENEdjNCNURBMWdrdVhYX3NpRk1ITnQwMUFYUXlqVWZGa1RqZi12Um02bHhFdGhDdEVDWHk4bFhzVHQ3T2REeEFWQUs2TXlSWUVRUzlmWEhxNmVLdmI?oc=5" target="_blank">EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Automating the quality monitoring of a hospital discharge summary improvement project utilising large language models
Naturegeneral

Automating the quality monitoring of a hospital discharge summary improvement project utilising large language models

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1NRzBUNjdENVpoR1daVHBLaFBnTnpSV21mZklEVFlrakliOVg2cnV5VG5tWUZISVhlV18yTmhOZW1tcmltSVFlQXNjSHIwcHV1UG1lbWpvNEd1TXFjQ1BR?oc=5" target="_blank">Automating the quality monitoring of a hospital discharge summary improvement project utilising large language models</a>  <font color="#6f6f6f">Nature</font>

Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing
Apple Machine Learning Researchgeneral

Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE4xUHpkS0I1bndFRXBJeGlLclBjVS1nM0NaSlAza291YjB3ZXRCQTF4ZE0ybHNVc1ZmUnR1LVBPcl9RSW9BNHNNZkVVeVcwMXhjVS1Fdzk4eHZLd1ZLWGYyTEJYWDY?oc=5" target="_blank">Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing</a>  <font color="#6f6f6f">Apple Machine Learning Research</font>

Code summarization with Granite
IBMgeneral

Code summarization with Granite

<a href="https://news.google.com/rss/articles/CBMidkFVX3lxTE5kN3NwMVU4S29RbHl6QlN5TUdOb1dfTkFvbVprMDlPQkFzNU4yR3lzeFNMZzhxdndhTDM0VEI4em5tLUJvaWUyNF9VQ0RubVpOdVdicWRmUDNqa0pXbnduem5hZW9vSy1rUXNCUVdNVko1U1JkV2c?oc=5" target="_blank">Code summarization with Granite</a>  <font color="#6f6f6f">IBM</font>

Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing
alphaXivgeneral

Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE04dGs2cjU0Q1Y3QWNvcjI4MTNYUldjeThxNUNIUnZkYzM2V3VxQmxpcl9oRTZlSDVUN3ptSW9JeEp1MGItSGl5OWxEREhnM3BW?oc=5" target="_blank">Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing</a>  <font color="#6f6f6f">alphaXiv</font>

Evaluate the text summarization capabilities of LLMs for enhanced decision-making on AWS
Amazon Web Services (AWS)general

Evaluate the text summarization capabilities of LLMs for enhanced decision-making on AWS

<a href="https://news.google.com/rss/articles/CBMi0AFBVV95cUxOWXFwaGg5V0taS284Z1Y4T2E5Q2xiQ0Fqb0Uya05oV3VrTEQ1TWZQOVdTcXRHQWNOTzVBWk5Uem9pdGdZMl9hdGZpQm15RTA2WjY3SHI3MXM4cFoxX3RlM1otR2R1dmRzbVptd25nSTlnRDk0RkRwYjJVUzRjNmw2ZExxVUMyUlJjeExXSld5WXhVUWNMdFlaTUY1enNEYUtfNkZ4YktGVnE5TENQcnItc0pFbkxJZjZvN1IwV0FsUXpscVpUaW8ydFE0QnplUi1s?oc=5" target="_blank">Evaluate the text summarization capabilities of LLMs for enhanced decision-making on AWS</a>  <font color="#6f6f6f">Amazon Web Services (AWS)</font>

Assessing the quality of AI-generated and physician-written discharge summaries: evaluation of an EHR-integrated tool in a Dutch academic hospital
The Lancettech

Assessing the quality of AI-generated and physician-written discharge summaries: evaluation of an EHR-integrated tool in a Dutch academic hospital

<a href="https://news.google.com/rss/articles/CBMiigFBVV95cUxOcEs5UlZyakE5a2VyWVZaQ2w0NDN2aVIyTzVyMmhJOFIwQW91RGZpc0thOXlNUlJ2VTBJWlViN1REdVlGak4yQjVEVC1SQXZFN2g3QUxYSmdMSzduUkdiVTNYSjlvYXpBLWlndXQtQzdIUlpOM000UTRodE5FMVUzd1FLTDJCNmlzV3c?oc=5" target="_blank">Assessing the quality of AI-generated and physician-written discharge summaries: evaluation of an EHR-integrated tool in a Dutch academic hospital</a>  <font color="#6f6f6f">The Lancet</font>

Monitoring computer use via hierarchical summarization
Anthropic Alignment Science bloggeneral

Monitoring computer use via hierarchical summarization

<a href="https://news.google.com/rss/articles/CBMidEFVX3lxTFBOeHhXMGFaV2g3U0tIWVpQZ0ZINS00M1JPTWt5d0laT0E4Q21RYTY5MVRnOHBpYkJSOEVKalFsMDJEM2I3VThpekFNOXZXdDJnRGRhWFBTaDREMnZfRmFLXzU3RkpJYkFqeWlWNjBndUp6S1Vz?oc=5" target="_blank">Monitoring computer use via hierarchical summarization</a>  <font color="#6f6f6f">Anthropic Alignment Science blog</font>

A hallucination detection and mitigation framework for faithful text summarization using LLMs | Scientific Reports
Naturetech

A hallucination detection and mitigation framework for faithful text summarization using LLMs | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9JN05KeU85NWg0U2pXNGFqMWIyM3BKQldQdnNla2hiSXd3MjNoUkZRU285NUdjUlZlcUM3QkRDUnQ5U2drMklPM3NVTk9xSWlTUFBtNUFESndwcnh4QzJB?oc=5" target="_blank">A hallucination detection and mitigation framework for faithful text summarization using LLMs | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

QuerySum: A Multi-Document Query-Focused Summarization Dataset Augmented with Similar Query Clusters
The Association for the Advancement of Artificial Intelligencegeneral

QuerySum: A Multi-Document Query-Focused Summarization Dataset Augmented with Similar Query Clusters

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE9CT0hQNnRaWlJrU2kyS2JZS2F1dkZuaVctZmpPd0pPV09CWDBOU2R1TXJmT29rN2txdEpBeDBGSEdDMXdmRWVKZFBjcHJJcno2UkxFd1cteExFZklJQTBjc3JRODU?oc=5" target="_blank">QuerySum: A Multi-Document Query-Focused Summarization Dataset Augmented with Similar Query Clusters</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Evaluating clinical AI summaries with large language models as judges | npj Digital Medicine
Naturetech

Evaluating clinical AI summaries with large language models as judges | npj Digital Medicine

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBnMUJ5bFVEajhvWDR5T1dNVldPRTJ3eFRzeVEyRkZfcGpDSUEwM2lrdG1nRzhIa3R1OXY1LXFHVlVGOHpCZTlUQnRRS0M5bXBsNlkxUVp4QUh0R0liUkRn?oc=5" target="_blank">Evaluating clinical AI summaries with large language models as judges | npj Digital Medicine</a>  <font color="#6f6f6f">Nature</font>

Expert evaluation of large language models for clinical dialogue summarization
Naturegeneral

Expert evaluation of large language models for clinical dialogue summarization

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE05eEhWMV9tYXkzQ2JpaGxETmRMcGZzeTVHYXVaRG1NdWdvWHZvZXBYMl9OX05nRnZyNWV6N1JpY1NpWld3SmlmU2MySmxyLXNqTm95eXBGdkxTR3VCT2Rz?oc=5" target="_blank">Expert evaluation of large language models for clinical dialogue summarization</a>  <font color="#6f6f6f">Nature</font>

An adaptive search mechanism with convolutional learning networks for online social media text summarization and classification model
Naturegeneral

An adaptive search mechanism with convolutional learning networks for online social media text summarization and classification model

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFB1cjhTek42U3BVUWU1NGlfWmMyVDF3T1hRMDFrMnhVb1lMc09sYktrMElJdGh3cjNVai0zU01XTTJKY2ZrQnR2Zkd2OUxoa0RDdnNhdFUydlhsa21YYU84?oc=5" target="_blank">An adaptive search mechanism with convolutional learning networks for online social media text summarization and classification model</a>  <font color="#6f6f6f">Nature</font>

Context aware hierarchical attention for abstractive dialogue summarization
Naturegeneral

Context aware hierarchical attention for abstractive dialogue summarization

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBoaFVLWnRJaWZ2bVZHYWNRSkUtam9VTV9PdWxQQmxOd2JyM3BiZG16elprNDZwamV5SEp2bTMzeDRXRVlWQnl5bS16bVZYamtKdmIxVzF0VGxjRDhCUjlj?oc=5" target="_blank">Context aware hierarchical attention for abstractive dialogue summarization</a>  <font color="#6f6f6f">Nature</font>

PEGASUS-XL with saliency-guided scoring and long-input encoding for multi-document abstractive summarization
Naturegeneral

PEGASUS-XL with saliency-guided scoring and long-input encoding for multi-document abstractive summarization

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE42a2MtbEVVN0hTODZPRXBIam5RMlBkRnpSd2toMWpVZmYwWWNMNHllOV9EVldvUVowemJzWW92QXluUmRMUC04YkVDd0Q2cWt4amt1VTdiZERXT19jbWFj?oc=5" target="_blank">PEGASUS-XL with saliency-guided scoring and long-input encoding for multi-document abstractive summarization</a>  <font color="#6f6f6f">Nature</font>

A comprehensive qualitative analysis of patient dialogue summarization using large language models applied to noisy, informal, non-English real-world data
Natureworld

A comprehensive qualitative analysis of patient dialogue summarization using large language models applied to noisy, informal, non-English real-world data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1qWDFwYWYtVTVuZXVYaWtXZXd6em9sX2ZFcUJ4d1dpNThtTlBvWWE2bWl1Wl96bVBmZkN2Ynh2NEgtQy1MWW9ub3RmRmJQQURjdUQyNGhfVUlKLV9iY21F?oc=5" target="_blank">A comprehensive qualitative analysis of patient dialogue summarization using large language models applied to noisy, informal, non-English real-world data</a>  <font color="#6f6f6f">Nature</font>

A large-scale dataset of patient summaries for retrieval-based clinical decision support systems
Naturegeneral

A large-scale dataset of patient summaries for retrieval-based clinical decision support systems

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1vSTNIaEdUMXBHQ1B6VmNOcTlHWk44V0Z0eTJTemlzeDU0NGVJa0pSWDc4RWYyRWRkdGNmcjQwYUd2cHhxb0RiX0xVVGN1bWEtaDNkLXpqU192Zkg2eW13?oc=5" target="_blank">A large-scale dataset of patient summaries for retrieval-based clinical decision support systems</a>  <font color="#6f6f6f">Nature</font>

AI-driven video summarization for optimizing content retrieval and management through deep learning techniques
Naturetech

AI-driven video summarization for optimizing content retrieval and management through deep learning techniques

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5lOTBkeDFLdnNFUzRpQ0FKMUJ2ZldFTEFnN3pkOGp0YXF2S1dVTFRMS050Nk1LOV9teEdxQ3lPOEgwLXVaMGpScUIzcjI1bjRXV2EyT2NJWDlYRW8yazhn?oc=5" target="_blank">AI-driven video summarization for optimizing content retrieval and management through deep learning techniques</a>  <font color="#6f6f6f">Nature</font>

Announcing Oracle Autonomous Database Select AI for text translation and summarization
Oracle Blogstech

Announcing Oracle Autonomous Database Select AI for text translation and summarization

<a href="https://news.google.com/rss/articles/CBMivAFBVV95cUxQcnMwcHJzSE1LaWFiQ1kybHVxalVoUUtHVTdpbkh5cVFPRlFSak5CSm55cVhwQ19Kdlp3UHcwTjM2MGFDVDhfWkRPMWtZaThGTl9VVVppM3JwcDVIb1ZFT2E1U0tuYXNZX0dBRi1MZXFNUzRDTVBlZ192UzY0MDRmY3Z2aG1GVTBDeTlzWTlzejAzaGplVURhZ05nWlVpRzlLVzdpOThZd2UyOTlKLXlFSUlPX0lhcG9ZbmFrNA?oc=5" target="_blank">Announcing Oracle Autonomous Database Select AI for text translation and summarization</a>  <font color="#6f6f6f">Oracle Blogs</font>

"We Didn't Come to Teach": Medical Workers from KR and RK Summarize the Results of a Large-Scale Meeting
open.kggeneral

"We Didn't Come to Teach": Medical Workers from KR and RK Summarize the Results of a Large-Scale Meeting

<a href="https://news.google.com/rss/articles/CBMiwAFBVV95cUxQTG9JdU1LZzZfNUhBd1RRc0xjR1F0VnpTWDh2MmZSbDRUSF9DUEoxaE1pYktXaVVGZjA1TzNsclFnaXRuM3hIeUNYYWs2ejBwTVI3Vm5CWUVrdlRIRzZDN21ueFZIQ1NtdFVSWWtmLTJETHBxdGhKbW9GU2QwMFZJdFh4NmdRWGNfVHdnTlhqOV9heVJ6TUlKYUFVQ1RiNkY0T2ZmaFRvZ1l3TWdUenRPME5zUk5vQmV1Vk5QOE5QSG4?oc=5" target="_blank">"We Didn't Come to Teach": Medical Workers from KR and RK Summarize the Results of a Large-Scale Meeting</a>  <font color="#6f6f6f">open.kg</font>

From Local to Global: A Graph RAG Approach to Query-Focused Summarization
alphaXivgeneral

From Local to Global: A Graph RAG Approach to Query-Focused Summarization

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE9CZnc4V3RMMGZhOTNOVDR6YVBXMGEwUUJXMmYzOUZ3bmRoY19IdGhnYmx5cVdYWUZMVXloRjh0d0xjUV82LUQ0bTVFZ3pmTlJG?oc=5" target="_blank">From Local to Global: A Graph RAG Approach to Query-Focused Summarization</a>  <font color="#6f6f6f">alphaXiv</font>

Code-Craft: Hierarchical Graph-Based Code Summarization for Enhanced Context Retrieval
alphaXivgeneral

Code-Craft: Hierarchical Graph-Based Code Summarization for Enhanced Context Retrieval

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE5rUDJNbnlvSmQ5NC01cGVWX2hOX1BxT0trRE9WUVJZS3hGZEVEUDVrRG9Wd1RJVHEyc2ZDMkhiUVIySFVBV1VkbVZBYnRTZWx5?oc=5" target="_blank">Code-Craft: Hierarchical Graph-Based Code Summarization for Enhanced Context Retrieval</a>  <font color="#6f6f6f">alphaXiv</font>

ReFeed: Multi-dimensional Summarization Refinement with Reflective Reasoning on Feedback
alphaXivgeneral

ReFeed: Multi-dimensional Summarization Refinement with Reflective Reasoning on Feedback

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE9sZWNPQlRyZW81aU1jZjdPdjE4YWFVSnlTVmZEdE5YNDAyY1dxbUN6UmpITUJXTDFLc3h0UlBKMTc3eTg1c1Fva21FMjBOcUow?oc=5" target="_blank">ReFeed: Multi-dimensional Summarization Refinement with Reflective Reasoning on Feedback</a>  <font color="#6f6f6f">alphaXiv</font>

How watsonx.ai Key Point Summarization revolutionized the annual IBMer Engagement Survey
IBMtech

How watsonx.ai Key Point Summarization revolutionized the annual IBMer Engagement Survey

<a href="https://news.google.com/rss/articles/CBMirwFBVV95cUxOY3M2M3p0cUZHalozRzFTNHpuZTF5MlVWeVNKTWM2UlA2akdzekZvN01EaVdoMUFvODFNVGhwM0d2YXVSVlRxbWxlMXdFVnAyMm9hQ2Y0ckdaQmxQTFhzekRDN3IwSW9ZdjJxcE5Rd3FqZE9BY0pocmhFSzZCLUVUVV8wcjdFcDlmTDNHOWJIOUYyRFN4LVM5eGJCbkRySEljQ2hBZkhLQ0g4Y2dEMWg0?oc=5" target="_blank">How watsonx.ai Key Point Summarization revolutionized the annual IBMer Engagement Survey</a>  <font color="#6f6f6f">IBM</font>

Meeting summarization and action item extraction with Amazon Nova | Amazon Web Services
Amazon Web Services (AWS)general

Meeting summarization and action item extraction with Amazon Nova | Amazon Web Services

<a href="https://news.google.com/rss/articles/CBMisgFBVV95cUxOVjU4RF9jTGYyaTJIVWVha1JPd0NINzFrYnc2N1lvYWQxWjJpbDlvZnJuTUJRMkZhSG9NSHgtUWYxbWNwRlhzdTlRSlhMMVFDRlhRdUF4emZwVElMWlQxOEtNdl9LeU5UZThycDd0TVdQSjJqMjg2ZUc0TmZJaTFYSzFGNjh3bUZ5cEZFa2F3Vm11Z3hzSlhBX3hJQ0VoSDFNeC1oVFlIN05MQjVnOXNUcmh3?oc=5" target="_blank">Meeting summarization and action item extraction with Amazon Nova | Amazon Web Services</a>  <font color="#6f6f6f">Amazon Web Services (AWS)</font>

Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products
The Association for the Advancement of Artificial Intelligencegeneral

Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products

<a href="https://news.google.com/rss/articles/CBMiY0FVX3lxTE0yazU4VDJiQUMwRkFZSmZYa0M5WC1DQUZvUVpaOXlyQU0tTV9LV0hSVmpWRkZNcFdKejBBUHV2RXFZVl9WUk9xdkt3NmZMU3pXc3p5UFZVT3BqeHJmZGg4T001WQ?oc=5" target="_blank">Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

"Large scale summarization" — Live Google News Trends & Headlines