// ReContext //
Models now support 128K context windows and still fail to use evidence that is already in the prompt.
Where is the gap?
New paper introduces ReContext, a training-free inference harness for long-context reasoning. It uses model-internal relevance signals to
Top ML Papers of the Week (Mar 27 - April 2):
- BloombergGPT
- HuggingGPT
- LLaMA-Adapter
- ChatDoctor
- ChatGPT outperforms crowd-workers for text-annotation tasks
- Natural Selection Favors AIs over Humans
...
Prompt Engineering Guide
ICYMI, we recently launched the prompt engineering guide that makes it easier to stay up-to-date with prompt engineering techniques and papers.
promptingguide.ai
Here are the top AI Papers of the Week (Jan 20-26):
- DeepSeek-R1
- Can LLMs Plan?
- Chain-of-Agents
- Scaling RL with LLMs
- Humanity’s Last Exam
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Read on for more:
Top AI Papers of The Week (July 28 - August 3):
- GEPA
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- Geometric-Mean Policy Optimization
Read on for more:
Top AI Papers of The Week (August 25-31):
- Memory-R1
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- Fine-tuning LLM Agents without Fine-tuning LLMs
Read on for more:
Top ML Papers of the Week (April 3 - 9):
- Segment Anything Model
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- Instruction Tuning with GPT-4
- 8 Things to Know about LLMs
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...
Top ML Papers of the Week (April 24 - 30):
- AudioGPT
- Track Anything
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...
🎓 ML Notebooks
We've developed a series of special notebooks to help you practice machine learning & NLP.
Topics: ML basics, NLP, Transformers, GANs, Computer Vision, and more.
github.com/dair-ai/ML-Not…
Top AI Papers of The Week (July 14 - 20):
- Agentic-R1
- Context Rot
- Scaling up RL
- A Survey of AIOps
- Chain-of-Thought Monitorability
- One Token to Fool LLM-as-a-Judge
- A Survey of Context Engineering for LLMs
Read on for more:
Top ML Papers of the Week (Mar 6 - Mar 12):
- Visual ChatGPT
- PaLM-E
- A History of Generative AI
- MathPrompter
- Foundation Models for Decision Making
- GigaGAN
...
