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SRA-MCTS: Self-driven Reasoning Augmentation with Monte Carlo Tree Search for Code Generation
arXiv:2411.11053v5 Announce Type: replace Abstract: Large language models demonstrate exceptional performance in simple code generation...
SR-GRPO: Stable Rank as an Intrinsic Geometric Reward for Large Language Model Alignment
arXiv:2512.02807v1 Announce Type: new Abstract: Aligning Large Language Models (LLMs) with human preferences typically relies...
SQLong: Enhanced NL2SQL for Longer Contexts with LLMs
arXiv:2502.16747v2 Announce Type: replace Abstract: Open-weight large language models (LLMs) have significantly advanced performance in...
Spott’s AI-native recruiting platform scores $3.2M to end hiring software chaos
Spott secures $3.2 million in funding to build an all-in-one AI-native recruitment platform that automates...
SPG: Sandwiched Policy Gradient for Masked Diffusion Language Models
arXiv:2510.09541v1 Announce Type: new Abstract: Diffusion large language models (dLLMs) are emerging as an efficient...
SpeechMedAssist: Efficiently and Effectively Adapting Speech Language Models for Medical Consultation
arXiv:2601.04638v1 Announce Type: new Abstract: Medical consultations are intrinsically speech-centric. However, most prior works focus...
SpecEdge: Scalable Edge-Assisted Serving Framework for Interactive LLMs
arXiv:2505.17052v2 Announce Type: replace Abstract: Large language models (LLMs) power many modern applications, but serving...
SpecDiff-2: Scaling Diffusion Drafter Alignment For Faster Speculative Decoding
arXiv:2511.00606v1 Announce Type: new Abstract: Speculative decoding has become the standard approach for accelerating Large...
Spatial Context Improves the Integration of Text with Remote Sensing for Mapping Environmental Variables
arXiv:2601.08750v1 Announce Type: new Abstract: Recent developments in natural language processing highlight text as an...
Sparse or Dense? A Mechanistic Estimation of Computation Density in Transformer-based LLMs
arXiv:2601.22795v1 Announce Type: new Abstract: Transformer-based large language models (LLMs) are comprised of billions of...
Sparrow: Data-Efficient Video-LLM with Text-to-Image Augmentation
arXiv:2411.19951v5 Announce Type: replace-cross Abstract: Recent years have seen the success of Multimodal Large Language...
SPARE: Single-Pass Annotation with Reference-Guided Evaluation for Automatic Process Supervision and Reward Modelling
arXiv:2506.15498v1 Announce Type: new Abstract: Process or step-wise supervision has played a crucial role in...
