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Cohere
เข้าร่วมเมื่อ 16 ธ.ค. 2021
Welcome to NLP, now.
We’re kickstarting a new chapter in machine learning by giving developers and businesses access to NLP powered by the latest generation of large language models, now.
Our platform can be used to generate or analyze text to do things like write copy, moderate content, classify data and extract information, all at a massive scale.
We’re kickstarting a new chapter in machine learning by giving developers and businesses access to NLP powered by the latest generation of large language models, now.
Our platform can be used to generate or analyze text to do things like write copy, moderate content, classify data and extract information, all at a massive scale.
Andrei Panferov - Pushing the Limits of Large Language Model Quantization via the Linearity Theorem
Andrei will discuss the findings about the local impact of quantization on model performance and presenting a new zero-shot LLM quantization method "HIGGS".
This session is brought to you by the Cohere For AI Open Science Community - a space where ML researchers, engineers, linguists, social scientists, and lifelong learners connect and collaborate with each other. Thank you to our Community Leads for organizing and hosting this event.
If you’re interested in sharing your work, we welcome you to join us! Simply fill out the form at forms.gle/ALND9i6KouEEpCnz6 to express your interest in becoming a speaker.
Join the Cohere For AI Open Science Community to see a full list of upcoming events: tinyurl.com/C4AICommunityApp.
This session is brought to you by the Cohere For AI Open Science Community - a space where ML researchers, engineers, linguists, social scientists, and lifelong learners connect and collaborate with each other. Thank you to our Community Leads for organizing and hosting this event.
If you’re interested in sharing your work, we welcome you to join us! Simply fill out the form at forms.gle/ALND9i6KouEEpCnz6 to express your interest in becoming a speaker.
Join the Cohere For AI Open Science Community to see a full list of upcoming events: tinyurl.com/C4AICommunityApp.
มุมมอง: 225
วีดีโอ
Jillian Fisher - The Power of Bias: How AI Influences Political Decision-Making ...
มุมมอง 14721 วันที่ผ่านมา
The Power of Bias: How AI Influences Political Decision-Making and What We Can Do About It This session is brought to you by the Cohere For AI Open Science Community - a space where ML researchers, engineers, linguists, social scientists, and lifelong learners connect and collaborate with each other. Thank you to our Community Leads for organizing and hosting this event. If you’re interested in...
Yunsu Kim - Optimizing Text Summarization in Multiple Dimensions
มุมมอง 17721 วันที่ผ่านมา
Optimizing Text Summarization in Multiple Dimensions In text summarization, relying on a single metric no longer captures the complexity of quality expectations. This talk introduces innovative approaches to optimizing multiple quality dimensions in summarization. We start by addressing relevance, often the most vulnerable dimension, ensuring that key elements and the conclusion of the source t...
Kirolos Ataallah - Goldfish: Vision-Language Understanding of Arbitrarily Long Video
มุมมอง 183หลายเดือนก่อน
Will explore Goldfish, a vision-language model for long video understanding, featuring an efficient retrieval mechanism and TVQA-long benchmark evaluation. Kirolos is currently a Computer Vision Engineer at CreativAI. His research interests lie in computer vision and video analysis, specifically through the use of Multimodal Large Language Models.Kirolos spent about a year as a research intern ...
Cohere For AI - Roads to Research: Scientific Communication
มุมมอง 164หลายเดือนก่อน
Uncover the secrets of successful scientific communication at our upcoming panel discussion. Join Marzieh Fadaee with Jay Alammar and Shayne Longpre as they share their insights on the art of translating scientific concepts.
Mathilde Papillon - Beyond Euclid: An Illustrated Guide to Modern Machine Learning...
มุมมอง 270หลายเดือนก่อน
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures The enduring legacy of Euclidean geometry underpins classical machine learning, which, for decades, has been primarily developed for data lying in Euclidean space. Yet, modern machine learning increasingly encounters richly structured data that is inherently nonEuclidean. This da...
Shreyash Arya- B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable
มุมมอง 83หลายเดือนก่อน
B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable Abstract: B-cos Networks have been shown to be effective for obtaining highly human interpretable explanations of model decisions by architecturally enforcing stronger alignment between inputs and weight. B-cos variants of convolutional networks (CNNs) and vision transformers (ViTs), which primarily replace linear ...
Peng Xia - RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models
มุมมอง 132หลายเดือนก่อน
We tackle the challenge of improving factual accuracy in Medical Large Vision Language Models (Med-LVLMs) with our novel approach, RULE. Med-LVLMs often generate responses misaligned with medical facts. RULE uses two strategies: 1) Calibrated selection of retrieved contexts to control factuality risk, and 2) Fine-tuning models with a preference dataset to balance inherent knowledge and retrieve...
Harsh Trivedi - AppWorld: Reliable Evaluation of Interactive Agents in a World of Apps and People
มุมมอง 73หลายเดือนก่อน
AppWorld: Reliable Evaluation of Interactive Agents in a World of Apps and People This session is brought to you by the Cohere For AI Open Science Community - a space where ML researchers, engineers, linguists, social scientists, and lifelong learners connect and collaborate with each other. Thank you to our Community Leads for organizing and hosting this event. If you’re interested in sharing ...
Zechun Liu - Efficient Deployment of Large Language Models (MobileLLM, SpinQuant)
มุมมอง 284หลายเดือนก่อน
Large language models have been surprising us with their capabilities, but their resource consumption and deployment have become a bottleneck for their widespread application. To address the growing demand for efficient large language models (LLMs) on mobile devices, we designed MobileLLM, an LLM with fewer than 1 billion parameters that outperforms previous state-of-the-art technology by 2.7%/...
Xingyao Wang - OpenDevin: An Open Platform for AI Software Developers as Generalist Agents
มุมมอง 376หลายเดือนก่อน
Xingyao Wang is co-founder and Chief AI Officer at All Hands AI, building open-source AI agents OpenHands for software developers. Before joining All Hands AI, he was a PhD candidate in computer science at the University of Illinois Urbana-Champaign advised by Professor Heng Ji. His research interests lie in building interactive language agents powered by foundation models like large language m...
Konstantin Klemmer - Learning Neural Representations of our Planet from Earth Observation Data
มุมมอง 362หลายเดือนก่อน
Earth observation data captures the natural and built environment of our planet. It comes in different forms, from satellite images to in-situ measurements, but can be mapped into the same geometric space: the sphere of planet Earth. It can be crucial in supporting decision making in the private and public sector alike, from improving flood resilience to forecasting crop yields. But making sens...
Text Aya Expanse on WhatsApp
มุมมอง 116หลายเดือนก่อน
Text Aya Expanse, AI from Cohere For AI, in 23 languages on WhatsApp 14313028498 wa.me/14313028498 Learn more about Aya Expanse at cohere.com/research/aya #ArabicAI #ChineseAI #CzechAI #ČeskáAI #DutchAI #NederlandseAI #FrenchAI #IAfrançaise #GermanAI #DeutscheAI #GreekAI #HebrewAI #HindiAI #IndonesianAI #ItalianAI #IntelligenzaArtificialeItaliana #JapaneseAI #KoreanAI #PersianAI #PolishAI #Pols...
Aya Expanse connects our world
มุมมอง 84หลายเดือนก่อน
What excites us more than Aya Expanse's gains in multilingual benchmarks, are the ways this technology can be used to develop and deepen connections between people worldwide. 🌎 Ahmet Üstün is both part of the team that built Aya, and uses it to connect across languages. Learn about Aya Expanse: cohere.com/research/aya Try Aya yourself by texting in 23 languages on WhatsApp wa.me/14313028498
Nahid Alam - Behind the Scenes: A Day in the Life of a ML Engineer in Computer Vision
มุมมอง 128หลายเดือนก่อน
Nahid Alam is the Staff Machine Learning Engineer, Computer Vision at Cisco Meraki. Nahid has a MS in Computer Science from Clemson University. Join Nahid Alam as she dives into her daily work with cutting-edge Computer Vision tools at Cisco Meraki. Discover the entire lifecycle of a Computer Vision project from planning to deployment, the role of team collaboration, and case studies demonstrat...
Romain Loiseau & Elliot Vincent - Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans
มุมมอง 38หลายเดือนก่อน
Romain Loiseau & Elliot Vincent - Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans
Subhojeet Pramanik - AGaLiTe: Approx. Gated Linear Transformers for Online Reinforcement Learning
มุมมอง 70หลายเดือนก่อน
Subhojeet Pramanik - AGaLiTe: Approx. Gated Linear Transformers for Online Reinforcement Learning
Marlos C. Machado - Representation-driven Option Discovery in Reinforcement Learning
มุมมอง 151หลายเดือนก่อน
Marlos C. Machado - Representation-driven Option Discovery in Reinforcement Learning
Nikhil Vyas - SOAP: Improving and Stabilizing Shampoo using Adam
มุมมอง 2712 หลายเดือนก่อน
Nikhil Vyas - SOAP: Improving and Stabilizing Shampoo using Adam
Cohere For AI - Roads to Research : Mentorship in ML Research
มุมมอง 2252 หลายเดือนก่อน
Cohere For AI - Roads to Research : Mentorship in ML Research
Jessica Ojo - A New Benchmark for African Languages in the Age of Large Language Models
มุมมอง 1192 หลายเดือนก่อน
Jessica Ojo - A New Benchmark for African Languages in the Age of Large Language Models
Gwanghyun (Bradley) Kim - BeyondScene: Higher-Resolution Human-Scene Generation
มุมมอง 822 หลายเดือนก่อน
Gwanghyun (Bradley) Kim - BeyondScene: Higher-Resolution Human-Scene Generation
Zhijing Jin - Can LLMs Achieve Casual Reasoning and Cooperation?
มุมมอง 3472 หลายเดือนก่อน
Zhijing Jin - Can LLMs Achieve Casual Reasoning and Cooperation?
Randall Balestriero - The Fair Language Paradox
มุมมอง 2092 หลายเดือนก่อน
Randall Balestriero - The Fair Language Paradox
Panayiotis Panayiotou - Curricula for Learning Robust Policies
มุมมอง 1623 หลายเดือนก่อน
Panayiotis Panayiotou - Curricula for Learning Robust Policies
Patrick (Tsung-Han) Wu - Visual Haystacks: Answering Harder Questions About Sets of Images
มุมมอง 1203 หลายเดือนก่อน
Patrick (Tsung-Han) Wu - Visual Haystacks: Answering Harder Questions About Sets of Images
Cohere For AI - Roads to Research: Paths to Graduate Studies
มุมมอง 1723 หลายเดือนก่อน
Cohere For AI - Roads to Research: Paths to Graduate Studies
Dr. Shaina Raza - MBIAS: Mitigating Bias in Large Language Models While Retaining
มุมมอง 1213 หลายเดือนก่อน
Dr. Shaina Raza - MBIAS: Mitigating Bias in Large Language Models While Retaining
Ziqi Wang - Enabling Language Models to Implicitly Learn Self-Improvement
มุมมอง 1793 หลายเดือนก่อน
Ziqi Wang - Enabling Language Models to Implicitly Learn Self-Improvement