Mangosteen: An Open Thai Corpus for Language Model Pretraining Paper • 2507.14664 • Published Jul 19, 2025 • 7
Talk Less, Call Right: Enhancing Role-Play LLM Agents with Automatic Prompt Optimization and Role Prompting Paper • 2509.00482 • Published Aug 30, 2025
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning Paper • 2509.02479 • Published Sep 2, 2025 • 83
Running in CIRCLE? A Simple Benchmark for LLM Code Interpreter Security Paper • 2507.19399 • Published Jul 25, 2025 • 1
LionGuard 2: Building Lightweight, Data-Efficient & Localised Multilingual Content Moderators Paper • 2507.15339 • Published Jul 21, 2025
MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization Paper • 2507.14683 • Published Jul 19, 2025 • 134
Toxicity-Aware Few-Shot Prompting for Low-Resource Singlish Translation Paper • 2507.11966 • Published Jul 16, 2025
SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories? Paper • 2507.12415 • Published Jul 16, 2025 • 42
Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs Paper • 2502.12982 • Published Feb 18, 2025 • 19
Mind the Gap! Static and Interactive Evaluations of Large Audio Models Paper • 2502.15919 • Published Feb 21, 2025 • 4
FinCoT: Grounding Chain-of-Thought in Expert Financial Reasoning Paper • 2506.16123 • Published Jun 19, 2025 • 8
Measuring What Matters: A Framework for Evaluating Safety Risks in Real-World LLM Applications Paper • 2507.09820 • Published Jul 13, 2025
RabakBench: Scaling Human Annotations to Construct Localized Multilingual Safety Benchmarks for Low-Resource Languages Paper • 2507.05980 • Published Jul 8, 2025 • 1
ZeCO: Zero Communication Overhead Sequence Parallelism for Linear Attention Paper • 2507.01004 • Published Jul 1, 2025 • 10
FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language Paper • 2506.20920 • Published Jun 26, 2025 • 75