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Awesome approaches β curated papers, datasets & benchmarks Β· Awesome Large Language Models
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14 papers tagged approaches β re-sort below
Papers
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14 papers Β· trending (default)
numbers = π₯ heat
Free Lunch for Pass@k? Low Cost Diverse Sampling for Diffusion Language Models
(2026)
Sean Lamont et al.
1.94
The PokeAgent Challenge: Competitive and Long-Context Learning at Scale
(2026)
Seth Karten et al.
1.94
Can Dialects Be Steered Like Languages? Sparse Neurons and Distributed Directions in Arabic LLMs
(2026)
Kareem Elozeiri et al.
1.94
CORE: Contrastive Reflection Enables Rapid Improvements in Reasoning
(2026)
Linas Nasvytis et al.
1.89
Communication-Efficient Language Model Training Scales Reliably and Robustly: Scaling Laws for DiLoCo
(2025)
Zachary Charles et al.
1.28
FullDiT: Multi-Task Video Generative Foundation Model with Full Attention
(2025)
Xuan Ju et al.
1.28
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities
(2025)
Xinjie Zhang et al.
1.28
ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning
(2025)
Juyuan Wang et al.
1.28
Scaling Agents via Continual Pre-training
(2025)
Liangcai Su et al.
1.28
Latent Refinement Decoding: Enhancing Diffusion-Based Language Models by Refining Belief States
(2025)
Qinglin Zhu et al.
1.28
ComfyGen: Prompt-Adaptive Workflows for Text-to-Image Generation
(2024)
Rinon Gal et al.
β
SePPO: Semi-Policy Preference Optimization for Diffusion Alignment
(2024)
Daoan Zhang et al.
β
Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator
(2024)
Chaehun Shin et al.
β
Interleaved Scene Graph for Interleaved Text-and-Image Generation Assessment
(2024)
Dongping Chen et al.
β