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All AI, ML, Big Data Videos

Source: www.youtube.com / Allen Institute for AI

https://www.youtube.com/channel/UCEqgmyWChwvt6MFGGlmUQCQ
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Objective Mismatch in Reinforcement Learning from Human Feedback 4 days, 11 hours ago | www.youtube.com
abstract data feedback fine-tuning +13
Language AI for RNA Virus and RNA Vaccine 1 week, 2 days ago | www.youtube.com
abstract algorithms biology covid +15
OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text 1 week, 4 days ago | www.youtube.com
abstract arxiv code dataset +17
The Worlds I See: Curiosity, Exploration and Discovery at the Dawn of AI 3 weeks, 4 days ago | www.youtube.com
ali bio book chat +14
Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing 1 month ago | www.youtube.com
beyond bio compute constraints +16
On Parameter Efficiency of Neural Language Models 1 month ago | www.youtube.com
abstract applications constraints efficiency +15
Benchmarking Compositionality with Formal Languages 1 month, 1 week ago | www.youtube.com
abstract benchmarking capability cognitive +9
Studying Large Language Model Generalization with Influence Functions 1 month, 1 week ago | www.youtube.com
abstract aim behavior counterfactual +17
Modular Language Models 1 month, 3 weeks ago | www.youtube.com
behavior components cost data +6
Towards Cost-Efficient Use of Pre-trained Models 1 month, 4 weeks ago | www.youtube.com
abstract art computational cost +16
Reliability and interactive debugging for language models 2 months ago | www.youtube.com
abstract biases debugging decision +14
The University of Washington eScience Institute: a Home for Data-Intensive Discovery 2 months, 1 week ago | www.youtube.com
abstract adoption data data science +11
Reliable Evaluation and High-Quality Data: Building Blocks for Helpful Question Answering Systems 2 months, 1 week ago | www.youtube.com
abstract benchmarks building challenges +9
SATLAS: Open Geospatial Data Generated by AI 2 months, 1 week ago | www.youtube.com
ai generated data data products energy +19
Vision Without Labels 2 months, 3 weeks ago | www.youtube.com
abstract computer computer vision cornell university +12
Skill it! A Data-Driven Skills Framework for Understanding and Training Language Models 3 months, 1 week ago | www.youtube.com
bio chen computer computer science +16
From Compression to Convection: A Latent Variable Perspective 3 months, 1 week ago | www.youtube.com
abstract attention autoencoders center +10
Avenging Polanyi's Revenge 3 months, 2 weeks ago | www.youtube.com
abstract everything knowledge llms +5
Generative AI & Copyright 3 months, 3 weeks ago | www.youtube.com
abstract ai developers ai systems claim +12
Machine Learning in Climate Action 4 months, 2 weeks ago | www.youtube.com
abstract challenges climate climate action +11
Do language models have coherent mental models of everyday things? 5 months ago | www.youtube.com
example false image judge +6
Imaginative Vision Language Models 5 months, 1 week ago | www.youtube.com
assistant baidu become bio +16
Structure Modeling in Language Models 6 months ago | www.youtube.com
abstract future language language models +7
When Not to Trust Language Models: Investigating Effectiveness of Parametric&Non-Parametric Memories 6 months ago | www.youtube.com
acl alex conference daniel +11
Enhancing the Reliability and Continual Improvement of Neural Dialogue Systems 6 months ago | www.youtube.com
challenges continual control dialogue +11
Toward Intelligent Writing Support Beyond Completing Sentences 6 months, 2 weeks ago | www.youtube.com
abstract beyond challenges creative +8
Towards robust long-form text generation systems 6 months, 2 weeks ago | www.youtube.com
abstract ai technology challenges chatgpt +8
Evaluating ethical and social risks from large models 7 months, 2 weeks ago | www.youtube.com
abstract benchmarking cases deepmind +14
"Open" AI: considering the ethical upsides and downsides of "Open" AI development 8 months ago | www.youtube.com
abstract agency ai development context +13
The BigScience Workshop 8 months, 1 week ago | www.youtube.com
abstract bigscience bio curation +23
Moving Forward by Moving Backward: Embedding Action Impact over Action Semantics | AI2 8 months, 2 weeks ago | www.youtube.com
ai2 discuss embedding iclr +9
Recycling finetuned models to pretrain: on loss spaces, fusing and evolving pretraining 9 months ago | www.youtube.com
computation data discuss ibm +6
Robot learning and perception for contact-rich manipulation 9 months ago | www.youtube.com
abstract become collaborative collaborative robots +17
Environment-oriented modeling for grounded NLP and collective intelligence systems 9 months, 1 week ago | www.youtube.com
abstract cognition cognitive cognitive science +21
Empowering Human-like Decision Making in AI Models through Explanations 9 months, 1 week ago | www.youtube.com
abstract ai models analysis challenges +31
Understanding and Improving Compositional Generalization | AI2 9 months, 4 weeks ago | www.youtube.com
ai2 architecture challenge interpretability +10
Artificial Intelligence and Ethics: Towards a Robust Normative Framework 10 months ago | www.youtube.com
abstract advance ai ethics aim +22
No Language Left Behind Unlocking Text Data for Under Resourced | AI2 10 months ago | www.youtube.com
ai2 books character recognition data +15
What Do NLP Researchers Believe? Results of the NLP Community Metasurvey 10 months, 3 weeks ago | www.youtube.com
abstract agi artificial artificial general intelligence +18
Global storm-resolving climate simulation in Python 11 months, 2 weeks ago | www.youtube.com
climate global python simulation
DREAM: Improving Situational QA by First Elaborating the Situation 1 year ago | www.youtube.com
Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE 1 year ago | www.youtube.com
language understanding
Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for System Improvement 1 year ago | www.youtube.com
feedback improvement memory reasoning +2
Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning 1 year ago | www.youtube.com
reasoning
Biomedical AI for Precision Health 1 year, 3 months ago | www.youtube.com
ai biomedical health precision
Beyond End-to-end: Decomposed Modeling and Representations in NLP 1 year, 4 months ago | www.youtube.com
modeling nlp
Respect the Swiss Cheese 1 year, 4 months ago | www.youtube.com
Learning for Never-before-seen Biomedicine 1 year, 4 months ago | www.youtube.com
biomedicine learning
Language Understanding in Social Context: Theory and Practice 1 year, 4 months ago | www.youtube.com
context language social theory +1
How far have we come in giving our NLU systems common sense? 1 year, 4 months ago | www.youtube.com
giving nlu sense systems
Applied AI in High-Expertise Settings, or Curation as Programming 1 year, 5 months ago | www.youtube.com
ai applied ai curation expertise +1
Why Natural Language is the Right Vehicle for Complex Reasoning 1 year, 5 months ago | www.youtube.com
language natural natural language reasoning
The Future is Hear: Advances in Computational Audition and Sound Manipulation 1 year, 5 months ago | www.youtube.com
computational future sound
Machines Making Moral Decisions 1 year, 5 months ago | www.youtube.com
decisions machines making
Time Waits for No One! Analysis and Challenges of Temporal Misalignment 1 year, 5 months ago | www.youtube.com
analysis challenges temporal time
Reframing Instructional Prompts to GPTk’s Language 1 year, 5 months ago | www.youtube.com
language
Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts 1 year, 5 months ago | www.youtube.com
case continuous interpretation
Hey AI, Can You Solve Complex Tasks by Talking to Agents? 1 year, 5 months ago | www.youtube.com
agents ai hey
Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models 1 year, 5 months ago | www.youtube.com
language learning modular networks +1
Cross-Task Generalization via Natural Language Crowdsourcing Instructions 1 year, 6 months ago | www.youtube.com
cross crowdsourcing language natural +1

Items published with this topic over the last 90 days.

Latest

Objective Mismatch in Reinforcement Learning from Human Feedback 4 days, 11 hours ago | www.youtube.com
abstract data feedback fine-tuning +13
Language AI for RNA Virus and RNA Vaccine 1 week, 2 days ago | www.youtube.com
abstract algorithms biology covid +15
OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text 1 week, 4 days ago | www.youtube.com
abstract arxiv code dataset +17
The Worlds I See: Curiosity, Exploration and Discovery at the Dawn of AI 3 weeks, 4 days ago | www.youtube.com
ali bio book chat +14
Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing 1 month ago | www.youtube.com
beyond bio compute constraints +16
On Parameter Efficiency of Neural Language Models 1 month ago | www.youtube.com
abstract applications constraints efficiency +15
Benchmarking Compositionality with Formal Languages 1 month, 1 week ago | www.youtube.com
abstract benchmarking capability cognitive +9
Studying Large Language Model Generalization with Influence Functions 1 month, 1 week ago | www.youtube.com
abstract aim behavior counterfactual +17
Modular Language Models 1 month, 3 weeks ago | www.youtube.com
behavior components cost data +6
Towards Cost-Efficient Use of Pre-trained Models 1 month, 4 weeks ago | www.youtube.com
abstract art computational cost +16
Reliability and interactive debugging for language models 2 months ago | www.youtube.com
abstract biases debugging decision +14
The University of Washington eScience Institute: a Home for Data-Intensive Discovery 2 months, 1 week ago | www.youtube.com
abstract adoption data data science +11
Reliable Evaluation and High-Quality Data: Building Blocks for Helpful Question Answering Systems 2 months, 1 week ago | www.youtube.com
abstract benchmarks building challenges +9
SATLAS: Open Geospatial Data Generated by AI 2 months, 1 week ago | www.youtube.com
ai generated data data products energy +19
Vision Without Labels 2 months, 3 weeks ago | www.youtube.com
abstract computer computer vision cornell university +12
Skill it! A Data-Driven Skills Framework for Understanding and Training Language Models 3 months, 1 week ago | www.youtube.com
bio chen computer computer science +16
From Compression to Convection: A Latent Variable Perspective 3 months, 1 week ago | www.youtube.com
abstract attention autoencoders center +10
Avenging Polanyi's Revenge 3 months, 2 weeks ago | www.youtube.com
abstract everything knowledge llms +5
Generative AI & Copyright 3 months, 3 weeks ago | www.youtube.com
abstract ai developers ai systems claim +12
Machine Learning in Climate Action 4 months, 2 weeks ago | www.youtube.com
abstract challenges climate climate action +11
Do language models have coherent mental models of everyday things? 5 months ago | www.youtube.com
example false image judge +6
Imaginative Vision Language Models 5 months, 1 week ago | www.youtube.com
assistant baidu become bio +16
Structure Modeling in Language Models 6 months ago | www.youtube.com
abstract future language language models +7
When Not to Trust Language Models: Investigating Effectiveness of Parametric&Non-Parametric Memories 6 months ago | www.youtube.com
acl alex conference daniel +11
Enhancing the Reliability and Continual Improvement of Neural Dialogue Systems 6 months ago | www.youtube.com
challenges continual control dialogue +11
Toward Intelligent Writing Support Beyond Completing Sentences 6 months, 2 weeks ago | www.youtube.com
abstract beyond challenges creative +8
Towards robust long-form text generation systems 6 months, 2 weeks ago | www.youtube.com
abstract ai technology challenges chatgpt +8
Evaluating ethical and social risks from large models 7 months, 2 weeks ago | www.youtube.com
abstract benchmarking cases deepmind +14
"Open" AI: considering the ethical upsides and downsides of "Open" AI development 8 months ago | www.youtube.com
abstract agency ai development context +13
The BigScience Workshop 8 months, 1 week ago | www.youtube.com
abstract bigscience bio curation +23
Moving Forward by Moving Backward: Embedding Action Impact over Action Semantics | AI2 8 months, 2 weeks ago | www.youtube.com
ai2 discuss embedding iclr +9
Recycling finetuned models to pretrain: on loss spaces, fusing and evolving pretraining 9 months ago | www.youtube.com
computation data discuss ibm +6
Robot learning and perception for contact-rich manipulation 9 months ago | www.youtube.com
abstract become collaborative collaborative robots +17
Environment-oriented modeling for grounded NLP and collective intelligence systems 9 months, 1 week ago | www.youtube.com
abstract cognition cognitive cognitive science +21
Empowering Human-like Decision Making in AI Models through Explanations 9 months, 1 week ago | www.youtube.com
abstract ai models analysis challenges +31
Understanding and Improving Compositional Generalization | AI2 9 months, 4 weeks ago | www.youtube.com
ai2 architecture challenge interpretability +10
Artificial Intelligence and Ethics: Towards a Robust Normative Framework 10 months ago | www.youtube.com
abstract advance ai ethics aim +22
No Language Left Behind Unlocking Text Data for Under Resourced | AI2 10 months ago | www.youtube.com
ai2 books character recognition data +15
What Do NLP Researchers Believe? Results of the NLP Community Metasurvey 10 months, 3 weeks ago | www.youtube.com
abstract agi artificial artificial general intelligence +18
Global storm-resolving climate simulation in Python 11 months, 2 weeks ago | www.youtube.com
climate global python simulation
DREAM: Improving Situational QA by First Elaborating the Situation 1 year ago | www.youtube.com
Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE 1 year ago | www.youtube.com
language understanding
Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for System Improvement 1 year ago | www.youtube.com
feedback improvement memory reasoning +2
Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning 1 year ago | www.youtube.com
reasoning
Biomedical AI for Precision Health 1 year, 3 months ago | www.youtube.com
ai biomedical health precision
Beyond End-to-end: Decomposed Modeling and Representations in NLP 1 year, 4 months ago | www.youtube.com
modeling nlp
Respect the Swiss Cheese 1 year, 4 months ago | www.youtube.com
Learning for Never-before-seen Biomedicine 1 year, 4 months ago | www.youtube.com
biomedicine learning
Language Understanding in Social Context: Theory and Practice 1 year, 4 months ago | www.youtube.com
context language social theory +1
How far have we come in giving our NLU systems common sense? 1 year, 4 months ago | www.youtube.com
giving nlu sense systems
Applied AI in High-Expertise Settings, or Curation as Programming 1 year, 5 months ago | www.youtube.com
ai applied ai curation expertise +1
Why Natural Language is the Right Vehicle for Complex Reasoning 1 year, 5 months ago | www.youtube.com
language natural natural language reasoning
The Future is Hear: Advances in Computational Audition and Sound Manipulation 1 year, 5 months ago | www.youtube.com
computational future sound
Machines Making Moral Decisions 1 year, 5 months ago | www.youtube.com
decisions machines making
Time Waits for No One! Analysis and Challenges of Temporal Misalignment 1 year, 5 months ago | www.youtube.com
analysis challenges temporal time
Reframing Instructional Prompts to GPTk’s Language 1 year, 5 months ago | www.youtube.com
language
Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts 1 year, 5 months ago | www.youtube.com
case continuous interpretation
Hey AI, Can You Solve Complex Tasks by Talking to Agents? 1 year, 5 months ago | www.youtube.com
agents ai hey
Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models 1 year, 5 months ago | www.youtube.com
language learning modular networks +1
Cross-Task Generalization via Natural Language Crowdsourcing Instructions 1 year, 6 months ago | www.youtube.com
cross crowdsourcing language natural +1

Top (last 7 days)

Objective Mismatch in Reinforcement Learning from Human Feedback 4 days, 11 hours ago | www.youtube.com
abstract data feedback fine-tuning +13

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