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NeoBabel: A Multilingual Open Tower for Visual Generation
multilingual
Multimodal
Language Models
Open Release
multilingual
Multimodal
Language Models
Open Release
When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual LLMs
Language Models
multilingual
inference
Scholars
Language Models
multilingual
inference
Scholars
Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers
Language Models
Controllability
Conditioning
Language Models
Controllability
Conditioning
RewardBench 2: Advancing Reward Model Evaluation
Evaluation
Robustness
Evaluation
Robustness
BPE Stays on SCRIPT: Structured Encoding for Robust Multilingual Pretokenization
multilingual
Robustness
Efficiency
multilingual
Robustness
Efficiency
One Tokenizer To Rule Them All: Emergent Language Plasticity via Multilingual Tokenizers
multilingual
Language Models
Pre-Training
Efficiency
Scholars
multilingual
Language Models
Pre-Training
Efficiency
Scholars
The State of Multilingual LLM Safety Research: From Measuring the Language Gap to Mitigating It
multilingual
Safety
survey
multilingual
Safety
survey
The Multilingual Divide and Its Impact on Global AI Safety
multilingual
Safety
AI Policy
multilingual
Safety
AI Policy
How to Improve the Robustness of Closed-Source Models on NLI
Language Models
Robustness
Collaboration
Language Models
Robustness
Collaboration
Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects
Evaluation
AI Policy
Collaboration
Evaluation
AI Policy
Collaboration
Reverse Engineering Human Preferences with Reinforcement Learning
Evaluation
Reinforcement Learning
Evaluation
Reinforcement Learning
Reasoning
Aya Vision: Multilingual Multimodal AI Advancements
multilingual
Language Models
Multimodal
Scholars
multilingual
Language Models
Multimodal
Scholars
Crosslingual Reasoning through Test-Time Scaling
Reasoning
multilingual
Language Models
Reasoning
multilingual
Language Models
The Leaderboard Illusion
Evaluation
Language Models
Scholars
Evaluation
Language Models
Scholars
Déjà Vu: Multilingual LLM Evaluation through the Lens of Machine Translation Evaluation
multilingual
Evaluation
Language Models
multilingual
Evaluation
Language Models
Kaleidoscope: Exams for Multilingual Vision Evaluation
Evaluation
Open Source
multilingual
Generative Models
Multimodal
Evaluation
Open Source
multilingual
Generative Models
Multimodal
Command A: An Enterprise-Ready Large Language Model
Language Models
Language Models
Block Diffusion: Bridging Autoregressive & Diffusion LMs
Language Models
Generative Models
Language Models
Generative Models