Jan Bours
JBHF
AI & ML interests
All NLP algorithms and applications
Embeddings and Embedding Spaces (theory and practice)
Retrieval Augmented Generation (RAG) and the Advanced versions of RAG
Causal Discovery
Causal Inference
Recent Activity
upvoted a paper about 10 hours ago
Loop the Loopies! liked a dataset 4 days ago
FrontisAI/OpenMLE-Tasks liked a Space 4 days ago
0xgr3y/arch-building-classifierOrganizations
None yet
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General agents need world models
Paper • 2506.01622 • Published • 2 -
Robust agents learn causal world models
Paper • 2402.10877 • Published • 3 -
Understanding World or Predicting Future? A Comprehensive Survey of World Models
Paper • 2411.14499 • Published • 1 -
LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from Pixels
Paper • 2603.19312 • Published • 50
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AM-Thinking-v1: Advancing the Frontier of Reasoning at 32B Scale
Paper • 2505.08311 • Published • 19 -
Towards a Deeper Understanding of Reasoning Capabilities in Large Language Models
Paper • 2505.10543 • Published • 2 -
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time
Paper • 2505.24863 • Published • 98 -
Learning to Reason for Factuality
Paper • 2508.05618 • Published • 7
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AI Researcher Pro
🐨1 -
BioinspiredLLM: Conversational Large Language Model for the Mechanics of Biological and Bio-inspired Materials
Paper • 2309.08788 • Published • 1 -
PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Paper • 2504.16074 • Published • 36 -
deepseek-ai/DeepSeek-Prover-V2-671B
Text Generation • 685B • Updated • 727 • 832
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DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
Paper • 2506.11763 • Published • 74 -
A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications
Paper • 2506.12594 • Published • 3 -
Towards an AI co-scientist
Paper • 2502.18864 • Published • 54 -
MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization
Paper • 2507.14683 • Published • 137
-
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models
Paper • 2312.06585 • Published • 29 -
Enable Language Models to Implicitly Learn Self-Improvement From Data
Paper • 2310.00898 • Published • 24 -
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent
Paper • 2312.10003 • Published • 44 -
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models
Paper • 2401.01335 • Published • 69
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zai-org/LongWriter-glm4-9b
Text Generation • 9B • Updated • 284 • 132 -
zai-org/LongWriter-llama3.1-8b
Text Generation • 8B • Updated • 250 • • 65 -
LongWriter Llama3.1 8b Zero
🐨13Generate long-form text up to 10,000+ words
-
LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA
Paper • 2409.02897 • Published • 49
-
General agents need world models
Paper • 2506.01622 • Published • 2 -
Robust agents learn causal world models
Paper • 2402.10877 • Published • 3 -
Understanding World or Predicting Future? A Comprehensive Survey of World Models
Paper • 2411.14499 • Published • 1 -
LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from Pixels
Paper • 2603.19312 • Published • 50
-
DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
Paper • 2506.11763 • Published • 74 -
A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications
Paper • 2506.12594 • Published • 3 -
Towards an AI co-scientist
Paper • 2502.18864 • Published • 54 -
MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization
Paper • 2507.14683 • Published • 137
-
AM-Thinking-v1: Advancing the Frontier of Reasoning at 32B Scale
Paper • 2505.08311 • Published • 19 -
Towards a Deeper Understanding of Reasoning Capabilities in Large Language Models
Paper • 2505.10543 • Published • 2 -
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time
Paper • 2505.24863 • Published • 98 -
Learning to Reason for Factuality
Paper • 2508.05618 • Published • 7
-
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models
Paper • 2312.06585 • Published • 29 -
Enable Language Models to Implicitly Learn Self-Improvement From Data
Paper • 2310.00898 • Published • 24 -
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent
Paper • 2312.10003 • Published • 44 -
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models
Paper • 2401.01335 • Published • 69
-
zai-org/LongWriter-glm4-9b
Text Generation • 9B • Updated • 284 • 132 -
zai-org/LongWriter-llama3.1-8b
Text Generation • 8B • Updated • 250 • • 65 -
LongWriter Llama3.1 8b Zero
🐨13Generate long-form text up to 10,000+ words
-
LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA
Paper • 2409.02897 • Published • 49
-
AI Researcher Pro
🐨1 -
BioinspiredLLM: Conversational Large Language Model for the Mechanics of Biological and Bio-inspired Materials
Paper • 2309.08788 • Published • 1 -
PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Paper • 2504.16074 • Published • 36 -
deepseek-ai/DeepSeek-Prover-V2-671B
Text Generation • 685B • Updated • 727 • 832