AI Native Daily Paper Digest – 20250219
1. Soundwave: Less is More for Speech-Text Alignment in LLMs 🔑 Keywords: Efficient Training, Speech Large Language Models, Soundwave, Representation…
AI Native Daily Paper Digest – 20250217
1. Region-Adaptive Sampling for Diffusion Transformers 🔑 Keywords: Diffusion models, Diffusion Transformers, RAS, real-time applications, sampling strategy 💡 Category: Generative…
AI Native Daily Paper Digest – 20250214
1. InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU 🔑 Keywords: Long Context, LLM…
AI Native Daily Paper Digest – 20250213
1. Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance 🔑 Keywords: Large Language Models, Financial Reasoning, CoT Fine-Tuning,…
AI Native Daily Paper Digest – 20250212
1. Expect the Unexpected: FailSafe Long Context QA for Finance 🔑 Keywords: LLM, Query Failure, Context Failure, Robustness, Financial Applications…
AI Native Daily Paper Digest – 20250211
1. SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators 🔑 Keywords: multilingual text detoxification, parallel datasets, LLMs, SynthDetoxM, data…
AI Native Daily Paper Digest – 20250207
1. Analyze Feature Flow to Enhance Interpretation and Steering in Language Models 🔑 Keywords: Sparse Autoencoder, Inter-layer Feature Links, Feature…
AI Native Daily Paper Digest – 20250206
1. SmolLM2: When Smol Goes Big — Data-Centric Training of a Small Language Model 🔑 Keywords: Large Language Models, SmolLM2,…
AI Native Daily Paper Digest – 20250205
1. VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models 🔑 Keywords: VideoJAM, motion coherence, generative video models,…