Multimodal Continuous Reasoning via Asymmetric Mutual Variational Learning Paper • 2607.00461 • Published 29 days ago • 28
SOLAR: Self-supervised Joint Learning for Symmetric Multimodal Retrieval Paper • 2605.15868 • Published May 15 • 11
view article Article MAD GRPO: Treating Dr. GRPO that tried to fix GRPO but brought instability and verbosity bias telcom • Jan 17 • 3
N-GRPO: Embedding-Level Neighbor Mixing for Enhanced Policy Optimization Paper • 2606.10768 • Published Jun 9 • 25
Domain-Specific Data Synthesis for LLMs via Minimal Sufficient Representation Learning Paper • 2605.30039 • Published May 29 • 20
Parallel Complex Diffusion for Scalable Time Series Generation Paper • 2602.17706 • Published Feb 10 • 8
ML-Embed: Inclusive and Efficient Embeddings for a Multilingual World Paper • 2605.15081 • Published May 14 • 11
Beyond Retrieval: A Multitask Benchmark and Model for Code Search Paper • 2605.04615 • Published May 6 • 24
TingIS: Real-time Risk Event Discovery from Noisy Customer Incidents at Enterprise Scale Paper • 2604.21889 • Published Apr 23 • 12
QuitoBench: A High-Quality Open Time Series Forecasting Benchmark Paper • 2603.26017 • Published Mar 27 • 31
F2LLM-v2: Inclusive, Performant, and Efficient Embeddings for a Multilingual World Paper • 2603.19223 • Published Mar 19 • 38
C2LLM Technical Report: A New Frontier in Code Retrieval via Adaptive Cross-Attention Pooling Paper • 2512.21332 • Published Dec 24, 2025 • 17
MFTCoder: Boosting Code LLMs with Multitask Fine-Tuning Paper • 2311.02303 • Published Nov 4, 2023 • 12
E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning Paper • 2409.06679 • Published Sep 10, 2024 • 5
CoBa: Convergence Balancer for Multitask Finetuning of Large Language Models Paper • 2410.06741 • Published Oct 9, 2024 • 3
D2LLM: Decomposed and Distilled Large Language Models for Semantic Search Paper • 2406.17262 • Published Jun 25, 2024 • 6
F2LLM Technical Report: Matching SOTA Embedding Performance with 6 Million Open-Source Data Paper • 2510.02294 • Published Oct 2, 2025 • 48
Rodimus*: Breaking the Accuracy-Efficiency Trade-Off with Efficient Attentions Paper • 2410.06577 • Published Oct 9, 2024 • 14