When to Retrieve? #ai #llms #machinelearning

Elvis Saravia · Beginner ·📄 Research Papers Explained ·1y ago
This new paper presents an approach to train LLMs to effectively utilize information retrieval... Paper: https://arxiv.org/abs/2404.19705
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1 How to contribute to dair.ai?
How to contribute to dair.ai?
Elvis Saravia
 2 dair-ai.github.io/_posts at master · dair-ai/dair-ai.github.io
dair-ai.github.io/_posts at master · dair-ai/dair-ai.github.io
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 3 New story – Medium
New story – Medium
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 4 101 ways to solve search (by Pratik Bhavsar)
101 ways to solve search (by Pratik Bhavsar)
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 5 TLDR Generation of Scientific Documents | ML Interview #1 with Isabel Cachola
TLDR Generation of Scientific Documents | ML Interview #1 with Isabel Cachola
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 6 Sentiment Analysis: Key Milestones, Challenges and New Directions
Sentiment Analysis: Key Milestones, Challenges and New Directions
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 7 Discriminative Adversarial Search for Abstractive Summarization (by Thomas Scialom)
Discriminative Adversarial Search for Abstractive Summarization (by Thomas Scialom)
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 8 Question Understanding: COVID-Q: 1,600+ Questions about COVID-19
Question Understanding: COVID-Q: 1,600+ Questions about COVID-19
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 9 Getting Started with NLP
Getting Started with NLP
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 10 Building tools and frameworks for large-scale social media mining (by Dr. Juan M. Banda)
Building tools and frameworks for large-scale social media mining (by Dr. Juan M. Banda)
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 11 TextAttack: A Framework for Data Augmentation and Adversarial Training in NLP
TextAttack: A Framework for Data Augmentation and Adversarial Training in NLP
Elvis Saravia
 12 Dive into Deep Learning (Study Group): Introduction to Deep Learning | Session 1
Dive into Deep Learning (Study Group): Introduction to Deep Learning | Session 1
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 13 Dive into Deep Learning (Study Group): Multilayer Perceptrons | Session 4
Dive into Deep Learning (Study Group): Multilayer Perceptrons | Session 4
Elvis Saravia
 14 How I read and annotate ML papers
How I read and annotate ML papers
Elvis Saravia
 15 Keep Learning ML (Session 1) | DSV, CompLex, Modern tools for emotions
Keep Learning ML (Session 1) | DSV, CompLex, Modern tools for emotions
Elvis Saravia
 16 Dive into Deep Learning (Study Group): Preliminaries | Session 2
Dive into Deep Learning (Study Group): Preliminaries | Session 2
Elvis Saravia
 17 Keep Learning ML #2 | Language-conditioned policy learning, Effective ML Testing, EagerPy
Keep Learning ML #2 | Language-conditioned policy learning, Effective ML Testing, EagerPy
Elvis Saravia
 18 Dive into Deep Learning (Study Group): Linear Neural Networks | Session 3
Dive into Deep Learning (Study Group): Linear Neural Networks | Session 3
Elvis Saravia
 19 Dive into Deep Learning (Study Group): Multilayer Perceptrons | Session 4
Dive into Deep Learning (Study Group): Multilayer Perceptrons | Session 4
Elvis Saravia
 20 Keep Learning ML #3 | Contrastively Trained Structured World Models
Keep Learning ML #3 | Contrastively Trained Structured World Models
Elvis Saravia
 21 Dive into Deep Learning (Study Group): Deep Learning Computation with PyTorch | Session 5
Dive into Deep Learning (Study Group): Deep Learning Computation with PyTorch | Session 5
Elvis Saravia
 22 Dive into Deep Learning (Study Group): Convolutional Neural Networks | Session 6
Dive into Deep Learning (Study Group): Convolutional Neural Networks | Session 6
Elvis Saravia
 23 Dive into Deep Learning (Study Group): Modern CNNs | Session 7
Dive into Deep Learning (Study Group): Modern CNNs | Session 7
Elvis Saravia
 24 101 ways to solve neural search with Jina
101 ways to solve neural search with Jina
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 25 (Hopefully-Reusable) Life Lessons for PhD Students in NLP
(Hopefully-Reusable) Life Lessons for PhD Students in NLP
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 26 How to save the world and forward your career in 5 easy steps | Women in NLP Talks
How to save the world and forward your career in 5 easy steps | Women in NLP Talks
Elvis Saravia
 27 Prompt Engineering Overview
Prompt Engineering Overview
Elvis Saravia
 28 Getting Started with the OpenAI Playground
Getting Started with the OpenAI Playground
Elvis Saravia
 29 LM-Guided Chain of Thought
LM-Guided Chain of Thought
Elvis Saravia
 30 Elements of a Prompt
Elements of a Prompt
Elvis Saravia
 31 Reasoning with Intermediate Revision and Search with LLMs #chatgpt #ai #llms #science #programming
Reasoning with Intermediate Revision and Search with LLMs #chatgpt #ai #llms #science #programming
Elvis Saravia
 32 General Tips for Designing Prompts
General Tips for Designing Prompts
Elvis Saravia
 33 Efficient Infinite Context Transformers #ai #machinelearning #research #llms #science
Efficient Infinite Context Transformers #ai #machinelearning #research #llms #science
Elvis Saravia
 34 Best Practices and Lessons Learned on Synthetic Data for Language Models #ai #machinelearning #genai
Best Practices and Lessons Learned on Synthetic Data for Language Models #ai #machinelearning #genai
Elvis Saravia
 35 Reducing Hallucinations in Structured Outputs via RAG #chatgpt #ai #llms #programming
Reducing Hallucinations in Structured Outputs via RAG #chatgpt #ai #llms #programming
Elvis Saravia
 36 Basic Prompt Examples for LLMs
Basic Prompt Examples for LLMs
Elvis Saravia
 37 LLM In Context Recall is Prompt Dependent #llms #ai #chatgpt #machinelearning
LLM In Context Recall is Prompt Dependent #llms #ai #chatgpt #machinelearning
Elvis Saravia
 38 Zero-shot Prompting Explained
Zero-shot Prompting Explained
Elvis Saravia
 39 RAG Faithfulness #llms #ai #gpt4
RAG Faithfulness #llms #ai #gpt4
Elvis Saravia
 40 Understanding LLM Settings
Understanding LLM Settings
Elvis Saravia
 41 Llama 3 is here! | First impressions and thoughts
Llama 3 is here! | First impressions and thoughts
Elvis Saravia
 42 Llama 3 is Here! #ai #llms #llama3
Llama 3 is Here! #ai #llms #llama3
Elvis Saravia
 43 Microsoft introduces Phi-3 | The most capable small language model?
Microsoft introduces Phi-3 | The most capable small language model?
Elvis Saravia
 44 Microsoft introduces Phi-3! #ai #llms #microsoft
Microsoft introduces Phi-3! #ai #llms #microsoft
Elvis Saravia
 45 Make Your LLM Fully Utilize the Context #ai #llms #machinelearning
Make Your LLM Fully Utilize the Context #ai #llms #machinelearning
Elvis Saravia
 ▶ When to Retrieve? #ai #llms #machinelearning
When to Retrieve? #ai #llms #machinelearning
Elvis Saravia
 47 Training an LLM to effectively use information retrieval
Training an LLM to effectively use information retrieval
Elvis Saravia
 48 State-of-the-art open-source LLM judges #ai #machinelearning #gpt4
State-of-the-art open-source LLM judges #ai #machinelearning #gpt4
Elvis Saravia
 49 Better and Faster LLMs via Multi-token Prediction
Better and Faster LLMs via Multi-token Prediction
Elvis Saravia
 50 AlphaMath Almost Zero #ai #science #machinelearning
AlphaMath Almost Zero #ai #science #machinelearning
Elvis Saravia
 51 SWE-Agent | An LLM-based Software Engineering Agent
SWE-Agent | An LLM-based Software Engineering Agent
Elvis Saravia
 52 [LLM NEWS] AlphaFold 3, xLSTM, OpenAI's Model Spec, DeepSeek-V2, OpenDevin CodeAct 1.0
[LLM NEWS] AlphaFold 3, xLSTM, OpenAI's Model Spec, DeepSeek-V2, OpenDevin CodeAct 1.0
Elvis Saravia
 53 LLM-powered tool for web scraping #ai #chatgpt #engineering
LLM-powered tool for web scraping #ai #chatgpt #engineering
Elvis Saravia
 54 Learn about LLMs in this NEW course #ai #chatgpt #engineering
Learn about LLMs in this NEW course #ai #chatgpt #engineering
Elvis Saravia
 55 [LLM NEWS] KANs, Gemma 10M Context, OpenAI Updates?, Automatic Prompt Engineering, Tokenizer Arena
[LLM NEWS] KANs, Gemma 10M Context, OpenAI Updates?, Automatic Prompt Engineering, Tokenizer Arena
Elvis Saravia
 56 [LLM News] GPT4-o, Project Astra, Veo, Copilot+ PCs, Gemini 1.5 Flash, Chameleon
[LLM News] GPT4-o, Project Astra, Veo, Copilot+ PCs, Gemini 1.5 Flash, Chameleon
Elvis Saravia
 57 Enhancing Answer Selection in LLMs #ai #machinelearning #engineering
Enhancing Answer Selection in LLMs #ai #machinelearning #engineering
Elvis Saravia
 58 Exploring Capabilities of Long-Context LLMs
Exploring Capabilities of Long-Context LLMs
Elvis Saravia
 59 On exploring LLMs #ai #promptengineering #chatgpt
On exploring LLMs #ai #promptengineering #chatgpt
Elvis Saravia
 60 Transformers Can Do Arithmetic with the Right Embeddings #ai #machinelearning #engineering
Transformers Can Do Arithmetic with the Right Embeddings #ai #machinelearning #engineering
Elvis Saravia
How joining a sports team later in life could be the secret to living longer #shorts
Next Up
How joining a sports team later in life could be the secret to living longer #shorts
Vox