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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Interpretable and explain" (30 stories)

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An efficient and interpretable intrusion detection framework for software-defined networks with multi-class imbalanced data using genetic and GAN-based optimization
Lead StoryNaturetech
Jul 9

An efficient and interpretable intrusion detection framework for software-defined networks with multi-class imbalanced data using genetic and GAN-based optimization

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE81N1dYT1ZYbHlKbndVTW5WV3RVemF1ZE1LYTlSUGZTV3dLRFVTaC1oQlZpemE0bnhuWkdnMGNmTGtPSFR2eW15NlBUR3ctVmpSeXVwNi0xaVVfNVBvbElv?oc=5" target="_blank">An efficient and interpretable intrusion detection framework for software-defined networks with multi-class imbalanced data using genetic and GAN-based optimization</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Interpretable and explain"

Updated every 3 minutes via FreeNewsApi, GNews, Currents API & Google News

29 stories displayed
Stop Asking if a Model Is Interpretable
Towards Data Sciencegeneral

Stop Asking if a Model Is Interpretable

<a href="https://news.google.com/rss/articles/CBMie0FVX3lxTE9YNlBxaE5VMkNCa1YtYlFGUTNheGpPZXIySXU5ZjQ2Y2dCdzdQV211ajVpTTVfU2Zsc2xWMWFzdWpNSW5HWXRJN2dpTWE1b0l6TXBSU2IyOFpQdFM1M1RGWV9UYVdiV2cwM2p1MWtiTVJFVjkycHBqZTVzbw?oc=5" target="_blank">Stop Asking if a Model Is Interpretable</a>  <font color="#6f6f6f">Towards Data Science</font>

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Mechanistic Interpretability Explained: Circuits, Sparse Autoencoders, Causal Tracing, and AI…
Mediumtech

Mechanistic Interpretability Explained: Circuits, Sparse Autoencoders, Causal Tracing, and AI…

<a href="https://news.google.com/rss/articles/CBMizwFBVV95cUxQQzhpSERHdHNIYS12WDA2d3VUS0lyMU40TlhFeVBKNzduUFVyMlhhQ3RYTkZVY0ZkZElnUUItZWdBQ1dxVU96M3VsaEp0VTdtU1E5M0hITk5XQTAyaloyam1sY09YR19GVFNkWXFrLVZnZWs4a3ctVnYwcDJobHo5MEpBazMyTVpKTnRaOFZBZS1lUWtaY3VEZDBaZWp4akwxRHdIbGFTUGNJM25LdkJjVVhkdTBVUFRFc1hOTzNKRkVHZEVzM2doVkNLQkRRSTQ?oc=5" target="_blank">Mechanistic Interpretability Explained: Circuits, Sparse Autoencoders, Causal Tracing, and AI…</a>  <font color="#6f6f6f">Medium</font>

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An interpretable model based on concept and argumentation for tabular data
Naturegeneral

An interpretable model based on concept and argumentation for tabular data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFA4TnowX2hSRkQ2bkI2Z2UydXNuLU5kVTh4RjRIYnZYSV9tYlowQXBtZXV1ZWRuX3dIWkZULVloT1U4SDdiSi15eFhNUGh1NVMtd3FyN01LWmhob0NFdU5N?oc=5" target="_blank">An interpretable model based on concept and argumentation for tabular data</a>  <font color="#6f6f6f">Nature</font>

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Understanding neural networks through sparse circuits
OpenAIworld

Understanding neural networks through sparse circuits

<a href="https://news.google.com/rss/articles/CBMihgFBVV95cUxQU1RTa0JzTnRxYWt0QmdYbE9kenRWQ1dEQ2V2d0dqM3RYd2lpWGprSk5VVGpIZENnVnQwOU9BZEhWY0dJVEJPYVhnLUlJNWpqaC1zQ0JpTjhrWlNsWUQzcWtyZFZpeFZVQmFFQkhCYW1WQXZidWhURy13RXV1U1UyZlA5b0dSQQ?oc=5" target="_blank">Understanding neural networks through sparse circuits</a>  <font color="#6f6f6f">OpenAI</font>

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What Is AI Interpretability?
IBMtech

What Is AI Interpretability?

<a href="https://news.google.com/rss/articles/CBMiXkFVX3lxTFBFT21JYUdIVllnSERaYktWQWYzaXZyUmVremI3MVJXdTB3bkM5U0NpZWVCM1luSF9NLVBCcUlDSjBSaTdpNVRrWHNJcTRKN2Y1Qms0V2ZiQkZVNS1oQXc?oc=5" target="_blank">What Is AI Interpretability?</a>  <font color="#6f6f6f">IBM</font>

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No silver bullet: interpretable ML models must be explained
Frontierstech

No silver bullet: interpretable ML models must be explained

<a href="https://news.google.com/rss/articles/CBMiogFBVV95cUxPTFRVdmhhSFVKVE4wTEJJd2FzNkJMak9BZktJajVVOS05R3Z6NXcxclJWaUdRS2dUSmgzR3hPSWtEOHRpcFh0ZHZXbl9yWTI0VlJJWEQ1RmJUM2NJdldaUHB2b0drNTY1WGIwUF9od0huTXY2dUxaQnhxaU1NOUpaQ0NTWkNCcHlwOVNvTUF1S1ZaTTZfZ1BlbWNUOXNjek1zRXc?oc=5" target="_blank">No silver bullet: interpretable ML models must be explained</a>  <font color="#6f6f6f">Frontiers</font>

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Techniques for Interpretable Machine Learning
Communications of the ACMtech

Techniques for Interpretable Machine Learning

<a href="https://news.google.com/rss/articles/CBMiggFBVV95cUxPNmFscTZLeEI2LUw3d2RHS3hCU0NyazFUTGdTUDhoenktN0JFX2d0VWUwVjlVaHdHS3dHYzhaMi01NC0wVnNXSld3Q0FYemlXU3hsOTJqaUJnSktuVno3d3N1bmxaT3FhVlZLcnVFNll0T2FqWU1fZ3c5TFRzSzFhY3hB?oc=5" target="_blank">Techniques for Interpretable Machine Learning</a>  <font color="#6f6f6f">Communications of the ACM</font>

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AI agents help explain other AI systems
MIT Newstech

AI agents help explain other AI systems

<a href="https://news.google.com/rss/articles/CBMiekFVX3lxTE1Zbkx6N2lXelpTSS1XOXptcnRNVkR6MUVyUkFYNzBxbUdETGtZT1c1a0hMM3U4Y1hGNXc2UXk0SzhtVHphZTVPNkRuQkZBM0F6cWRWTmMtaGE3T3lxUW5PQm9lNW10S1Q0V3pIQUtwOG5aVW56R1QtcVdn?oc=5" target="_blank">AI agents help explain other AI systems</a>  <font color="#6f6f6f">MIT News</font>

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A Guide to AI Interpretability
Americans for Responsible Innovationtech

A Guide to AI Interpretability

<a href="https://news.google.com/rss/articles/CBMia0FVX3lxTE5pcHcxX3NrRXNmRHFXeUhrZUgtX2o3cnlhM20zVWU1SU8xNUREcHFsdnJCZEtEQlM0SWZPUDdpN3VrNHRRUi1Xa1hfSmxaV0U2TjhtYnFRZXp3Y3RuYTNJRFhjQVNHenFGRGVF?oc=5" target="_blank">A Guide to AI Interpretability</a>  <font color="#6f6f6f">Americans for Responsible Innovation</font>

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Combining white box models, black box machines and humaninterventions for interpretable decision strategies
Cambridge University Press & Assessmentgeneral

Combining white box models, black box machines and humaninterventions for interpretable decision strategies

<a href="https://news.google.com/rss/articles/CBMivAJBVV95cUxPMkxhSlZlWkU1NEVVZkFqX19ueEhJS3Y3SnBZaGlpaml2Rm1XVU9ybXYzamRRMkFKRFhsbV9TbkNIOHVrUE1sdUlub3huQVJtVU5La1VpdkIxNlF4ZTJIUlN2ei1MdTdDYWdBLVVTQXhmQnNyVWQ1OHZkVWRQRGpBWXkxdi1kbEJRdENuZUs1VkVLUmFjdUZqeWhfM012M08zTDhFSXZHR0I4MmNtN0JMLWVYWmstQlJzX3RsSVE4Skc4R0tib2Uta1hLRXRWODNETDcwbUkzZEVFWEd4aktDTW9nVUZISEpxSWNMOEdJMmpWbTlZWVRCdFVEVzZleG1UWFc2Qm9SVUFGMEkybU5MYW1CMkQzTTRpY0tPeVEtUGJfWm1QU2tURjZYd1pWYWhmZlk5dmhQNG83MFRl?oc=5" target="_blank">Combining white box models, black box machines and humaninterventions for interpretable decision strategies</a>  <font color="#6f6f6f">Cambridge University Press & Assessment</font>

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Interpretable or Accurate? Why Not Both?
Towards Data Sciencegeneral

Interpretable or Accurate? Why Not Both?

<a href="https://news.google.com/rss/articles/CBMiiwFBVV95cUxQTElPMmkwNWZqSVFDREFwNnRyNWlrX0ZXVnFBSXFTbGRrZmM3LWthdU54OGJrckVVVVlxckI5Q29qb3Uxa0tnVU9UNXk4Z2l1QUR0RnJ0Y0wxRHFKRUdBWC1WbHp3ZktwRXZ5YzZMTVYtYTZHN2tUSHZzakluMmxSX1g1bEh5QUJqSHhN?oc=5" target="_blank">Interpretable or Accurate? Why Not Both?</a>  <font color="#6f6f6f">Towards Data Science</font>

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A method to interpret AI might not be so interpretable after all
MIT Newstech

A method to interpret AI might not be so interpretable after all

<a href="https://news.google.com/rss/articles/CBMilAFBVV95cUxOeFY3TlFYb0s0WEZoT3VRZ2EtTTF5dFhaZmFZeGtuQ3ZWejl3a0t3YkY4UWswenEzaFM1WVFDcnk4eHp0emphZHl5NXRPLWpuUTdGbXpfalpJYmNpbFozU3hpTy1xQnU0S3NzSjZCTzViTDFwWG96MEN5VVN0LWRoa2lyck1rUnBfV2hZYmVYS1c4UThC?oc=5" target="_blank">A method to interpret AI might not be so interpretable after all</a>  <font color="#6f6f6f">MIT News</font>

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Explainable machine learning by SEE-Net: closing the gap between interpretable models and DNNs
Naturetech

Explainable machine learning by SEE-Net: closing the gap between interpretable models and DNNs

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE4yZTV6WDZ2LUdSOWo0SlZkcWhEZlEzdkNoXzllTFlLQU5nN2llc0p5SmNyVl9pUVN4TFJsWXR2Z2hqd0h1ME9kVHRRMW5RbDJXVElNTGRhZmVxSHg2Tk9r?oc=5" target="_blank">Explainable machine learning by SEE-Net: closing the gap between interpretable models and DNNs</a>  <font color="#6f6f6f">Nature</font>

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Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
Naturetech

Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead

<a href="https://news.google.com/rss/articles/CBMiXkFVX3lxTE1IUDJ5SjB6MzYxMVNuLXI2TkZhRXV3NkFzSFZnalptcTk2ZEM2bENSU0R1QkM5OExqTWNFWnREcjREQl9XV0FIdnl3clkzWGdKNFdOMlE5VXI2Zkl1S0E?oc=5" target="_blank">Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead</a>  <font color="#6f6f6f">Nature</font>

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Interpretable spatial identity neural network-based epidemic prediction
Naturegeneral

Interpretable spatial identity neural network-based epidemic prediction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFAtU2E5a255Q3RvVGZMT2poZE5UUXplZkN6M0RaNzJrWWNKU3FkVUdWM3pvV3ptWlN0ZV8xXzNWUkdYTUdOUnFoaFdwV3d4M0JWMVNNVzFhbU4xUFhaVDAw?oc=5" target="_blank">Interpretable spatial identity neural network-based epidemic prediction</a>  <font color="#6f6f6f">Nature</font>

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The Trust-Aware XAI (TAXAI) framework: a quantitative model for interpretable and reliable clinical AI systems
Naturetech

The Trust-Aware XAI (TAXAI) framework: a quantitative model for interpretable and reliable clinical AI systems

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5WY2pwd2ktMFVROGV3dGY1dkd6dl9QWmd3Zk9ZdmJiS1ZDbUkweGI4eWVMUVp2amQybHpUQkZMdmZXcUFaUzJXX3FkcmRoTHE2NXNGSmczNlQ4RTlXTDhR?oc=5" target="_blank">The Trust-Aware XAI (TAXAI) framework: a quantitative model for interpretable and reliable clinical AI systems</a>  <font color="#6f6f6f">Nature</font>

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Attribution-based interpretable classification neural network with global and local perspectives
Naturegeneral

Attribution-based interpretable classification neural network with global and local perspectives

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1uMVF4bnF4clJ6d3VMWjg2SExrLUh3X0pVU3ZmXzZQbFRueHFYTkU5QUlEQjlvT0p1T2wxZVMyYnVhbVVnM2NvOGhCVHROUjY1QVVrTTNhdGhjZnJoTGFR?oc=5" target="_blank">Attribution-based interpretable classification neural network with global and local perspectives</a>  <font color="#6f6f6f">Nature</font>

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A multimodal explainable artificial intelligence framework for interpretable Parkinson’s disease prediction
Naturetech

A multimodal explainable artificial intelligence framework for interpretable Parkinson’s disease prediction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9aTDZpTWVLbWZXMldZRFpWQ215WDdvTzZ2dzVWTFllNzVMTUNTWUpFWWdfWFIweEJUZi1ySkU2eERyMHNmZ1lJWkR3ekxuejc3NEk3ZXBYdlBaR0JHWnRj?oc=5" target="_blank">A multimodal explainable artificial intelligence framework for interpretable Parkinson’s disease prediction</a>  <font color="#6f6f6f">Nature</font>

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Explainable machine learning in materials science
Naturetech

Explainable machine learning in materials science

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9SNzFjSVdwRDZXRkdReDVOY3ZnYjEzUWFzUVNTV2FfeVRHQ2dIYW9UdUxkbDQ2RVlwRXhNbmRQMnRablQyQUNzV0VHRXpHZGZudFBkWHh6dFdpY0ZJMXl3?oc=5" target="_blank">Explainable machine learning in materials science</a>  <font color="#6f6f6f">Nature</font>

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Interpretable algorithmic forensics
PNASgeneral

Interpretable algorithmic forensics

<a href="https://news.google.com/rss/articles/CBMiXEFVX3lxTE9DOGJfdzI4emJIT3h3OWdkbUJxY29rTjRhOUQ5aEhSNHdNam9EbGR3RExPaHZabGhPNHB1ekVJWFFRcDFNRmZfQURIdHhib2JpNmdIWjNETG9YdUZN?oc=5" target="_blank">Interpretable algorithmic forensics</a>  <font color="#6f6f6f">PNAS</font>

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Using heterogeneous sources of data and interpretability of prediction models to explain the characteristics of careless respondents in survey data
Naturetech

Using heterogeneous sources of data and interpretability of prediction models to explain the characteristics of careless respondents in survey data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5jdS1qSTFZdmsyMHgzRnk1T3ZIY3ZGdm5YbVk1aXcycUxpYVpJUmptbEYwckItWDNyT2J5bUFFRURyVUZhbmxJRTlBS0pIczNBaEFGc2QxcnBKQW1yNElR?oc=5" target="_blank">Using heterogeneous sources of data and interpretability of prediction models to explain the characteristics of careless respondents in survey data</a>  <font color="#6f6f6f">Nature</font>

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Interpretability vs. explainability in AI and machine learning
TechTargettech

Interpretability vs. explainability in AI and machine learning

<a href="https://news.google.com/rss/articles/CBMioAFBVV95cUxOdlZULWxBQ3l0N2ZnMWZ1dkZpWXdKWTVMSkxVWURZTGpINllJbGhlLVlNYzY4OGVzWW9ORDIxU2Qtb0l3ejNZeVVWSnVGMWJBMVdwTG8xMDV1NnNyTDBHSVczdThmTlBMZHh6Y1E5Q0s3ckVXRGJZb0tDcmROZG9WcmxmSXRCTS1YREVyeTkxLXJabkJBallma1EzSkhRdnNY?oc=5" target="_blank">Interpretability vs. explainability in AI and machine learning</a>  <font color="#6f6f6f">TechTarget</font>

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What Is Explainable AI (XAI)?
Built Intech

What Is Explainable AI (XAI)?

<a href="https://news.google.com/rss/articles/CBMiakFVX3lxTE85ajRyRTV6TVJ5X2J1M1NWOWpMM3VuYWtDMHBZdU93ZXhoYUZmd0l3VWExOUtYNlVhUHRxS2xNWlZjVm9VY2FlMUFBUjBnZGc4TjFlOXVPczF4OHNwZGUtUi1kNzV4eFFMQ2c?oc=5" target="_blank">What Is Explainable AI (XAI)?</a>  <font color="#6f6f6f">Built In</font>

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What is Explainable AI (XAI)?
IBMtech

What is Explainable AI (XAI)?

<a href="https://news.google.com/rss/articles/CBMiW0FVX3lxTFBzNkZrTEhoWUp5dUlla3JSeDRLRS1xczBYcmhaam1haEFoekZXTG1SSXdqczhEYW9UU1cxbWZQU1ltTm5reHJBRHFxdHVVSjk1S3VWbGZXYWdNOEE?oc=5" target="_blank">What is Explainable AI (XAI)?</a>  <font color="#6f6f6f">IBM</font>

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Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time Intervention
The Association for the Advancement of Artificial Intelligencegeneral

Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time Intervention

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE5fa1ZjS3JJYXBXMTRlWEdUTTVKSHJHSUVINkxXdzRRdUpLRS1TMmp3WkJCa0hVdl81THNwQU04UTV3RHFpdzdQcGpxVThsOURVNFRSeVNoTDIxVGc2MGhVMWJSQTY?oc=5" target="_blank">Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time Intervention</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Should AI Models Be Explainable? That depends.
Stanford HAItech

Should AI Models Be Explainable? That depends.

<a href="https://news.google.com/rss/articles/CBMieEFVX3lxTFBQWC1RVTRjM0RlN2ZzbW5nUkhxcDVUbG9wdUxkSXFJclh5NXZqZGdHSWgxSEJtb2Y4ZE5GQTctN0dEQXFLaWlmbWlzdVRLN1RCVkM5Yk1ubDRvT1B1MlpWUG5SUnhSOWx0ME1SbTB4bXdVWXBIUGMxVA?oc=5" target="_blank">Should AI Models Be Explainable? That depends.</a>  <font color="#6f6f6f">Stanford HAI</font>

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The Importance of Human Interpretable Machine Learning
Towards Data Sciencegeneral

The Importance of Human Interpretable Machine Learning

<a href="https://news.google.com/rss/articles/CBMi0gFBVV95cUxObktNcEZPb2hpUVBJNjdJUG9tN2laSkdCd3BkeW8yS2Nxa3VWYUhQYTM4X0pXc0NzVWZ4RVRYeTdTVndxSW9DYnJkYjVYZHdrOXRFTHYyNUdsYjNlaWIyaUkzV1hrcUVqbGVhR0R4UUF0NW9tLUp2MDl1OGxLWHhnX3d5Z3FEc3FZN2lndmJSbmJyMWZZYkpqb3dDbGk4QWFPTjU3amhnTkRYdEc3ZjlYb0RMODVaMVhqa19Sd2tvRTc2WWp3T0dITno3cno1TEpyeXc?oc=5" target="_blank">The Importance of Human Interpretable Machine Learning</a>  <font color="#6f6f6f">Towards Data Science</font>

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An interpretable semi-supervised framework for patch-based classification of breast cancer
Naturegeneral

An interpretable semi-supervised framework for patch-based classification of breast cancer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5ha016Z3NWejJIaVY4MEdkSlFLOFBsTDJVM293YnpYTzBIWGpRTkE4Q2Nqbk9KVGFGRDdTOVVnSm5QZ3BudmFoSVBkeURVWVZ2bzdfNWxOVl9YTnNycVlr?oc=5" target="_blank">An interpretable semi-supervised framework for patch-based classification of breast cancer</a>  <font color="#6f6f6f">Nature</font>

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Select, Answer and Explain: Interpretable Multi-Hop Reading Comprehension over Multiple Documents
The Association for the Advancement of Artificial Intelligencetech

Select, Answer and Explain: Interpretable Multi-Hop Reading Comprehension over Multiple Documents

<a href="https://news.google.com/rss/articles/CBMiY0FVX3lxTE9PbzRSOFRidkwyR3dWTUMwZ1J3M2NjMEYxMkE3SHo1dURTT21aWkpqbnlneWR1SnkwQTNuUXV3VkVSUWFwd2RGMTdLX3ZJcEw0RnpMUW1RSkZvSVhmaEx0T2dQVQ?oc=5" target="_blank">Select, Answer and Explain: Interpretable Multi-Hop Reading Comprehension over Multiple Documents</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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"Interpretable and explain" — Live Google News Trends & Headlines