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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Benchmarking LLM-based In" (30 stories)

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Benchmarking LLM-based Information Extraction Tools for Medical Documents
Lead StorymedRxivgeneral
Jan 22

Benchmarking LLM-based Information Extraction Tools for Medical Documents

<a href="https://news.google.com/rss/articles/CBMifEFVX3lxTE44R2MyRTFPbEJNdHNXZFJSYVZjdEE2cDZKMlZOcmJ4RTlTRkppSFdGaExJbm5jWk9xZmNlYkFPWjZwUnJuUGJNeWIxV1l5SHFCaGo1XzhvMmZoNkV1a2Z2Q3RGa0p0THBTaVN2SmhsblduNXV2Mk1FU3B4bmI?oc=5" target="_blank">Benchmarking LLM-based Information Extraction Tools for Medical Documents</a>  <font color="#6f6f6f">medRxiv</font>

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Search Results for "Benchmarking LLM-based In"

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29 stories displayed
SoMe: A Realistic Benchmark for LLM-based Social Media Agents
The Association for the Advancement of Artificial Intelligencegeneral

SoMe: A Realistic Benchmark for LLM-based Social Media Agents

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1LaHNTVks0RmJQVG9kdk0tNTc0NGVYUXYzekRZbjl5THo1MDM5dEM5NXdYSjBCcHhpbTJFdVNhcjF1UHlseE5USUFKaGNMTXltZDhVM1Y1Z3Y3d2hmRGtaTzZnMVE?oc=5" target="_blank">SoMe: A Realistic Benchmark for LLM-based Social Media Agents</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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AgentS4D: Benchmarking Runtime Risks across the Execution Lifecycle of LLM-Based Workspace Agents
alphaXivscience

AgentS4D: Benchmarking Runtime Risks across the Execution Lifecycle of LLM-Based Workspace Agents

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE9EQ3pranJ4ZnlkaWFBZUVZZWotRXRNYndGQjlGME5YTE5PM3p3aUdGNjkxbFA1UkdrTUwxSXM1WDFmS0dwdWJlM29Wd0N1bmFT?oc=5" target="_blank">AgentS4D: Benchmarking Runtime Risks across the Execution Lifecycle of LLM-Based Workspace Agents</a>  <font color="#6f6f6f">alphaXiv</font>

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Benchmarking large language model-based agent systems for clinical decision tasks | npj Digital Medicine
Naturegeneral

Benchmarking large language model-based agent systems for clinical decision tasks | npj Digital Medicine

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5hYXlGeUtSSkJLWURIcVA5WlFNaWdOUHU3SV9vT25rVUhMWldwY3lNblRSVWZ1SWVoNWhRWlJiTHlWaENndmM5SDM2Tl9Kb01BeWNqZU9nS1pHVDBPNEJj?oc=5" target="_blank">Benchmarking large language model-based agent systems for clinical decision tasks | npj Digital Medicine</a>  <font color="#6f6f6f">Nature</font>

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Who does AI consider an expert? New benchmark shows bias across 22 LLMs
Tech Xploretech

Who does AI consider an expert? New benchmark shows bias across 22 LLMs

<a href="https://news.google.com/rss/articles/CBMiekFVX3lxTE5JRzh4SG5PN3pEbXR4blhXWmVaQm1WRDFIekw3VEFCemZnaGxueFNnTGNsQU4zQnNRUlZ1ZjJKZFhjUm55blp5MU1iUUJHR3F2bV9sQVg4S1BQdzJzYTRqblU3T2w4S0xYQm5iRXBXYVZnTHpPRDZIRmd3?oc=5" target="_blank">Who does AI consider an expert? New benchmark shows bias across 22 LLMs</a>  <font color="#6f6f6f">Tech Xplore</font>

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Addressing investor concerns: a Chinese financial question-answering benchmark with LLM-based evaluation
Springer Nature Linkgeneral

Addressing investor concerns: a Chinese financial question-answering benchmark with LLM-based evaluation

<a href="https://news.google.com/rss/articles/CBMidEFVX3lxTE5jdF9ZT3dJdUxpbVM5dEN4M0JUb2hHTDVRbkNJSmh0bUFLVC1oQVBSM21FMHNmbFBtSDBZcHV3bl95c2NmN2xuWXY3S2tGTFhXZFpneXl5RTRRWnZTVnc4dXY5S0gxTllUbi1Ub1FYS1lLdGM1?oc=5" target="_blank">Addressing investor concerns: a Chinese financial question-answering benchmark with LLM-based evaluation</a>  <font color="#6f6f6f">Springer Nature Link</font>

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Rubric-Based Evals & LLM-as-a-Judge — Methodologies & and Empirical Validation in Domain Context
Mediumtech

Rubric-Based Evals & LLM-as-a-Judge — Methodologies & and Empirical Validation in Domain Context

<a href="https://news.google.com/rss/articles/CBMi0AFBVV95cUxNWE1VZW9Qcm1UalBEY25oMGVyaVlRQmxlRGN3WExRc2dseGdkMV9uLW94TGQ1a0V4RHBieEV4cGZVbU1PV1hQQUU2ZzgwTUQ1Y2wzOUplTzBjUGlZRGdMOFB4Rmw4T3JQNzhMVEstdmpNQ3ZWaHJUTFlQd0FfeG5xdHZaSTNlU19iTDFhcEFSdmUyRUtUVVRqRmlXcmRkZ0c2Smd4RTRwb3pJc2o4dVVnVDZIQktoSThubUJVTHliSEYtZlhsYi04Y2I2bktpclFv?oc=5" target="_blank">Rubric-Based Evals & LLM-as-a-Judge — Methodologies & and Empirical Validation in Domain Context</a>  <font color="#6f6f6f">Medium</font>

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RecToM: A Benchmark for Evaluating Machine Theory of Mind in LLM-based Conversational Recommender Systems
The Association for the Advancement of Artificial Intelligencegeneral

RecToM: A Benchmark for Evaluating Machine Theory of Mind in LLM-based Conversational Recommender Systems

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBlZWRqRExlMGcwaGdsZnFHOEV5WlZyMm1PRlVReUozNVM0YVY2amE2NE1oZTNldzhjX1ZmM0wzNWhMZHZ4OVpPOGljdm1QYWxKNzc5VEZrZWVfdllSX29vTmVtdFU?oc=5" target="_blank">RecToM: A Benchmark for Evaluating Machine Theory of Mind in LLM-based Conversational Recommender Systems</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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General-purpose large language models outperform specialized clinical AI tools on medical benchmarks
Naturetech

General-purpose large language models outperform specialized clinical AI tools on medical benchmarks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE54SDl4dzQxX3BOdU9sNjRMWU8tQ29mYVpxRURxeWlZZ20zQVpramJCZVd0QlVOZmZqb3JvVkc2Qm5jaURhV3NCdVNIdUJIQTZHdjhlbEZEcDB6eG5wUDN3?oc=5" target="_blank">General-purpose large language models outperform specialized clinical AI tools on medical benchmarks</a>  <font color="#6f6f6f">Nature</font>

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Shopping Companion: Benchmarking and Training LLM Agents for Long-Horizon Preference-Grounded E-Commerce Tasks
alphaXivtech

Shopping Companion: Benchmarking and Training LLM Agents for Long-Horizon Preference-Grounded E-Commerce Tasks

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE0wYmR1UFNJRkx1TVI2TklHZ3dsVUI3Z3BYYk50Y2FRRTd4T0NkdzVnQklnRXo4TmN3b1AydzViM0pVZldWVEVCM0k0eVJzaW5F?oc=5" target="_blank">Shopping Companion: Benchmarking and Training LLM Agents for Long-Horizon Preference-Grounded E-Commerce Tasks</a>  <font color="#6f6f6f">alphaXiv</font>

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VAGU & GtS: LLM-Based Benchmark and Framework for Joint Video Anomaly Grounding and Understanding
The Association for the Advancement of Artificial Intelligenceworld

VAGU & GtS: LLM-Based Benchmark and Framework for Joint Video Anomaly Grounding and Understanding

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE5HcFJHMXdOem1wSWV2VVhTMzlvUGlyRXYtUzNUcjQzdElwY3VIUVJRZC1DaUxfWTQ4dFl1MEt3NjdvazFuU1I3UUZlejRwS1daNmtlYTFZQlE1blRSUjJvUlR3cDE?oc=5" target="_blank">VAGU & GtS: LLM-Based Benchmark and Framework for Joint Video Anomaly Grounding and Understanding</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Hackers or Hallucinators? A Comprehensive Analysis of LLM-Based Automated Penetration Testing
alphaXivgeneral

Hackers or Hallucinators? A Comprehensive Analysis of LLM-Based Automated Penetration Testing

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE83MFk4M1NIMDF5S0gyUWFHanhSX0xGSnV1V3NqaHE0eFF0LUhQaEpkNEpFTGdGNXBTTjZGc01hZmFZVFJDaXNhWWgxVElta1pW?oc=5" target="_blank">Hackers or Hallucinators? A Comprehensive Analysis of LLM-Based Automated Penetration Testing</a>  <font color="#6f6f6f">alphaXiv</font>

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Benchmarking large language models for personalized, biomarker-based health intervention recommendations
Naturescience

Benchmarking large language models for personalized, biomarker-based health intervention recommendations

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE42dVQzVjAzWHc0aGxKMUVXRW03WVctZm56TkJBRUZrQ04tVG1KX0xfelRMYUpUdFpvNzEyZVIwbFRFLWNKVDdwVFIwcllXckQzaGp0bmNkS1VDN3dXc0Qw?oc=5" target="_blank">Benchmarking large language models for personalized, biomarker-based health intervention recommendations</a>  <font color="#6f6f6f">Nature</font>

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ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents
The Association for the Advancement of Artificial Intelligenceworld

ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE9CREdiaGZJc3pwYTNMVFBhWmZkR3RsalloMmtaNUxoeTJtZXdiTmVtN3dYaEs4dXprMEZmOWh5c192elFyLU5zU1JhYkNseXh4MFNqVHZhTHppSF9aN2xnMF9yaTA?oc=5" target="_blank">ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Benchmarking and Studying the LLM-based Agent System in End-to-End Software Development
alphaXivtech

Benchmarking and Studying the LLM-based Agent System in End-to-End Software Development

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTFBINDFYS2FzVkplOE9BR2kteU1zZVJXZTZTLVRjVHhReFJMdWMxdVFNSHJWd0h1b1NwdV8wbG1fSnBVT0lkU1NNY2cxODVPYUU4?oc=5" target="_blank">Benchmarking and Studying the LLM-based Agent System in End-to-End Software Development</a>  <font color="#6f6f6f">alphaXiv</font>

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Benchmarking large language models on the United States medical licensing examination for clinical reasoning and medical licensing scenarios
Natureworld

Benchmarking large language models on the United States medical licensing examination for clinical reasoning and medical licensing scenarios

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE8wR1hhOUVOMWJ4YkhlTnY2TEs2Ymx4Z0dlel90azJRcVNOQVRTSGtKNUl6UjJfejlKMXQxbDhlX2hpT0FXTDZCcEQ2SVNmYW84NjYyZ0RsYTdLQWo3UUdj?oc=5" target="_blank">Benchmarking large language models on the United States medical licensing examination for clinical reasoning and medical licensing scenarios</a>  <font color="#6f6f6f">Nature</font>

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Vol. 40 No. 39: AAAI-26 Technical Tracks 39
The Association for the Advancement of Artificial Intelligencetech

Vol. 40 No. 39: AAAI-26 Technical Tracks 39

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1udHJDQmZyNW9aWF95MV9yNVVkZERkd3B1WU1FVUliSlRiUzk1dEVuX3hHdjBVMjJELWRGM3lBdEJOdW5zN0hVeUVWaGlhWnYtakJNMFdpRDA3Qmo2d0Z3?oc=5" target="_blank">Vol. 40 No. 39: AAAI-26 Technical Tracks 39</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Benchmarking cell type and gene set annotation by large language models with AnnDictionary
Naturegeneral

Benchmarking cell type and gene set annotation by large language models with AnnDictionary

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9nSzBwWjFCLWttd3ZrOG91MVhzblgtWHlPVkd3WDhESjZzeEt0NGdmMjAtRnRmamNVYjZmcXV2R0NRdjRRbzN5THNvcGJZc1psYUtXb2o3b0tPcFVpdWxZ?oc=5" target="_blank">Benchmarking cell type and gene set annotation by large language models with AnnDictionary</a>  <font color="#6f6f6f">Nature</font>

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VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications
alphaXivworld

VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTFBmWXNKR0MtNmVIWFQyZzd2ZGhPUHlCeDdSNVVBdVQ0cTZGLUEtRi00MW5XWEVwREI0Q1l2Y1lYeHVaazRvNkI5eXIwaGVrdGFY?oc=5" target="_blank">VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications</a>  <font color="#6f6f6f">alphaXiv</font>

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Addressing benchmarking gaps in large language models for health and medicine with dynamic red-teaming
Naturescience

Addressing benchmarking gaps in large language models for health and medicine with dynamic red-teaming

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE95SmM5SFBxdVN4QmJNenNsTnBSM0VlazVCbFNhdms4WlRUMHpJNkFYOFpYbkZ6akh2THprRl9hNDYwdUZ5OWFWeDFXT290U2hFc0t6eV9hOTlubFRXVXBz?oc=5" target="_blank">Addressing benchmarking gaps in large language models for health and medicine with dynamic red-teaming</a>  <font color="#6f6f6f">Nature</font>

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Rx-LLM: a benchmarking suite to evaluate safe large language model performance for medication-related tasks
medRxivgeneral

Rx-LLM: a benchmarking suite to evaluate safe large language model performance for medication-related tasks

<a href="https://news.google.com/rss/articles/CBMifEFVX3lxTE1lMFhyRjVaUVBkYzltTXg5NWhwcmd4czJJdXhLaDNUeU5WYnRHa2VDcVh6M3Zadmw3c1Bkay1NV1R6WndBdTliUHJMMG01VzZRN3dFc1d0aFkxMzYtcjZqZUdJQ0wyZFdhbHk3eWpoX2lmMHFRUEUxR2lFTkY?oc=5" target="_blank">Rx-LLM: a benchmarking suite to evaluate safe large language model performance for medication-related tasks</a>  <font color="#6f6f6f">medRxiv</font>

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Evaluating Financial Intelligence in Large Language Models: Benchmarking SuperInvesting AI with LLM Engines
alphaXivtech

Evaluating Financial Intelligence in Large Language Models: Benchmarking SuperInvesting AI with LLM Engines

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE50WTVFd0xyNHF4T21UbmNXcjJ6WDdnYk9IRUFZOG5XUWF5eW81d3VrZG01UnlnVEt3LUhuNjE5emJ3MmNTYzBLQ0hSckpVaGFP?oc=5" target="_blank">Evaluating Financial Intelligence in Large Language Models: Benchmarking SuperInvesting AI with LLM Engines</a>  <font color="#6f6f6f">alphaXiv</font>

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OpenAI single-agent LLM architecture reduces computational overhead relative to multi-agent orchestration in a simulated mars rover decision-support benchmark
Frontierstech

OpenAI single-agent LLM architecture reduces computational overhead relative to multi-agent orchestration in a simulated mars rover decision-support benchmark

<a href="https://news.google.com/rss/articles/CBMimAFBVV95cUxNdkNhRS1CNC1GUC1vZXBPRFktR3ZsRk1MVnp1N1UtcXRJM1kyU1hVZm1wVE9Wd2NGd21SX3B4TGFZNW40ZzNjU0hCY1hrRUVqVVFuUi16aG9Qa1N2SGhwb01MUFJsR1dyaWh6MjRUUlNrSXpwZXpYU1NZbWgzaWNsdHdfUEFYWnc3Yi02UmZyOXJsanRHaXFXdA?oc=5" target="_blank">OpenAI single-agent LLM architecture reduces computational overhead relative to multi-agent orchestration in a simulated mars rover decision-support benchmark</a>  <font color="#6f6f6f">Frontiers</font>

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LLM Inference Benchmarking: Fundamental Concepts | NVIDIA Technical Blog
NVIDIA Developertech

LLM Inference Benchmarking: Fundamental Concepts | NVIDIA Technical Blog

<a href="https://news.google.com/rss/articles/CBMifEFVX3lxTE5Rbk84V0tQWlRrNTA4aXJIUm9scS1XZmdvTm9SUUV3Uk9tQ2RGZEFrUkpUdGphZ0dvUkFMVmJpNFVieVFaOHc2NmdDNG04N014bU96d3JpcmZjYnlrRl9aYk10Y0hIdFNvYlJRenFyd1dNUkYzd3VuTldhV3Y?oc=5" target="_blank">LLM Inference Benchmarking: Fundamental Concepts | NVIDIA Technical Blog</a>  <font color="#6f6f6f">NVIDIA Developer</font>

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Speech Recognition Meets Large Language Model: Benchmarking, Models, and Exploration
The Association for the Advancement of Artificial Intelligencegeneral

Speech Recognition Meets Large Language Model: Benchmarking, Models, and Exploration

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1KbGlJeVBFMXJ3NDRjOG4zWklaMF9Xb1plN0FUUllmT0hQdUo5UjZDbmNyelZqUnlhVGxCdG1oYVJmMmpWcTYxOERGd05zWWpuRk85WkRhOURlN2VZOGVSc01TemE?oc=5" target="_blank">Speech Recognition Meets Large Language Model: Benchmarking, Models, and Exploration</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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When Agents Trade: Live Multi-Market Trading Benchmark for LLM Agents
alphaXivmarkets

When Agents Trade: Live Multi-Market Trading Benchmark for LLM Agents

<a href="https://news.google.com/rss/articles/CBMiU0FVX3lxTE5fSk53dGNINThSVDcxNTlMRmxHZ3liLXVlWmh3S2llVWdCZkdDMWMta1YtQ2VoOGp3dlBRVVdiLW9GRmRHUG1jaTQ0ZnZxQUVfQTFr?oc=5" target="_blank">When Agents Trade: Live Multi-Market Trading Benchmark for LLM Agents</a>  <font color="#6f6f6f">alphaXiv</font>

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Structured taxonomy and framework for developing medical benchmark in large language models derived from scoping review
Naturegeneral

Structured taxonomy and framework for developing medical benchmark in large language models derived from scoping review

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5KTURlSnN0Wk5zcl9ZQ0tkYmhQaUgtcWtzMmU2ZVh6YXowRXpNcWVacFEwTmtQSkduaVNPekczSDRMX3A5Rk5QRERBcm9TS0JoRUpRNkUzLXM1SURqVnhr?oc=5" target="_blank">Structured taxonomy and framework for developing medical benchmark in large language models derived from scoping review</a>  <font color="#6f6f6f">Nature</font>

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Benchmarking the Security Capabilities of Large Language Models
Sophosgeneral

Benchmarking the Security Capabilities of Large Language Models

<a href="https://news.google.com/rss/articles/CBMingFBVV95cUxNRFd0SlFWS1lRSGU3azljLXl1R05Sdk1UV2JfY2o3WTZ2UnlyUlhJNjZiZkxjMkgteTVMWXNWRURfQ0tRazRvT200MUlVTVhkZ0xVdjhGTW9vVXA2ZTJ1S2hzRG50bndrM1hYTWkwY25zUGQ0UDkwRWhTZUNFaVE0b3lvYS1aVTlTT1VwNkhZRGQ3eHh5a09XTmlKSzF1UQ?oc=5" target="_blank">Benchmarking the Security Capabilities of Large Language Models</a>  <font color="#6f6f6f">Sophos</font>

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Capturing Journalists’ Needs in LLM Uncertainty Communication
Generative AI in the Newsroomtech

Capturing Journalists’ Needs in LLM Uncertainty Communication

<a href="https://news.google.com/rss/articles/CBMirAFBVV95cUxPNklMc2lRczBlYUVGTm5IS2JZOWdyRHVwNmZEbDA1eGktX1I4WEVNMmpvQXdvQ3hRQ0VEU0czUlMyTUp5QlZ1NkpWTlJWOGhwdHhROU9MTXF0d0NnLUptQ3hiTmRuN0VSZHdIUjZkY0FRay1xUUJXTVl3SmIzNDNZNWZRWURPejdwVnlhSmhNclZjdktEcDlxOXY1cm9OOG11ajVMU2QxMTdva20x?oc=5" target="_blank">Capturing Journalists’ Needs in LLM Uncertainty Communication</a>  <font color="#6f6f6f">Generative AI in the Newsroom</font>

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Benchmarking large language models for biomedical natural language processing applications and recommendations
Naturegeneral

Benchmarking large language models for biomedical natural language processing applications and recommendations

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5TZF9NdkR1N25xVlc2SEQ5MXkta3pnc2Ntal96N2g2aTJuakJDNzRNX0lGQllUaXVLS3dmWm5hckloXy1fYUxUWnNLMU9WMUdXdkZoVGJuNGN5dzQxNmVr?oc=5" target="_blank">Benchmarking large language models for biomedical natural language processing applications and recommendations</a>  <font color="#6f6f6f">Nature</font>

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"Benchmarking LLM-based In" — Live Google News Trends & Headlines