AI资讯日报 - 2025/9/14

👨‍🔬 Haozhan Li, Yuxin Zuo, Jiale Yu, Yuhao Zhang, Zhaohui Yang, Kaiyan Zhang, Xuekai Zhu, Yuchen Zhang, Tianxing Chen, Ganqu Cui, Dehui Wang, Dingxiang Luo, Yuchen Fan, Youbang Sun, Jia Zeng, Jiangmiao Pang, Shanghang Zhang, Yu Wang, Yao Mu, Bowen Zhou, Ning Ding

CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models

学术论文 ArXiv 重要度: 7

引入好奇心驱动探索框架，通过演员和评论家信号提升RLVR探索效率，避免早熟收敛。

👨‍🔬 Runpeng Dai, Linfeng Song, Haolin Liu, Zhenwen Liang, Dian Yu, Haitao Mi, Zhaopeng Tu, Rui Liu, Tong Zheng, Hongtu Zhu, Dong Yu

LoCoBench: A Benchmark for Long-Context Large Language Models in Complex Software Engineering

学术论文 ArXiv 重要度: 7

推出首个针对长上下文LLM的软件工程基准，涵盖8类任务和10K-1M token上下文长度评估。

👨‍🔬 Jielin Qiu, Zuxin Liu, Zhiwei Liu, Rithesh Murthy, Jianguo Zhang, Haolin Chen, Shiyu Wang, Ming Zhu, Liangwei Yang, Juntao Tan, Zhepeng Cen, Cheng Qian, Shelby Heinecke, Weiran Yao, Silvio Savarese, Caiming Xiong, Huan Wang

Fluent but Unfeeling: The Emotional Blind Spots of Language Models

学术论文 ArXiv 重要度: 7

研究发现LLM在细粒度情感对齐方面存在局限，提出EXPRESS基准评估模型与人类情感的一致性。

👨‍🔬 Bangzhao Shu, Isha Joshi, Melissa Karnaze, Anh C. Pham, Ishita Kakkar, Sindhu Kothe, Arpine Hovasapian, Mai ElSherief

Feasibility-Guided Fair Adaptive Offline Reinforcement Learning for Medicaid Care Management

学术论文 ArXiv 重要度: 6

提出离线RL方法校准组别安全阈值，在医疗决策中实现价值可比性同时提升公平性指标。

👨‍🔬 Sanjay Basu, Sadiq Y. Patel, Parth Sheth, Bhairavi Muralidharan, Namrata Elamaran, Aakriti Kinra, Rajaie Batniji

Retrieval-Augmented Generation for Reliable Interpretation of Radio Regulations

学术论文 ArXiv 重要度: 6

构建电信领域RAG管道，在无线电法规问答中实现97%检索准确率和12%生成精度提升。

👨‍🔬 Zakaria El Kassimi, Fares Fourati, Mohamed-Slim Alouini

Explaining Concept Drift through the Evolution of Group Counterfactuals

学术论文 ArXiv 重要度: 6

提出通过群体反事实解释演化分析概念漂移，揭示模型决策边界和底层逻辑的结构变化。

👨‍🔬 Ignacy Stępka, Jerzy Stefanowski

Mechanistic Learning with Guided Diffusion Models to Predict Spatio-Temporal Brain Tumor Growth

学术论文 ArXiv 重要度: 6

结合数学模型和引导扩散模型预测脑肿瘤时空进展，生成解剖学可行的未来MRI图像。

👨‍🔬 Daria Laslo, Efthymios Georgiou, Marius George Linguraru, Andreas Rauschecker, Sabine Muller, Catherine R. Jutzeler, Sarah Bruningk

Graph Alignment via Dual-Pass Spectral Encoding and Latent Space Communication

学术论文 ArXiv 重要度: 5

提出双通频谱编码和图对齐框架，增强节点区分度并确保跨图潜在空间的几何一致性。

👨‍🔬 Maysam Behmanesh, Erkan Turan, Maks Ovsjanikov

ObjectReact: Learning Object-Relative Control for Visual Navigation

学术论文 ArXiv 重要度: 5

提出对象相对控制范式，利用拓扑地图实现视觉导航，展示跨具身部署的高不变性。

👨‍🔬 Sourav Garg, Dustin Craggs, Vineeth Bhat, Lachlan Mares, Stefan Podgorski, Madhava Krishna, Feras Dayoub, Ian Reid

🤖 AI资讯日报

📊 今日趋势总结

Why Boring Businesses Outlast AI Hype Cycles

Ask HN: What's the pain using current AI algorithms?

Ask HN: Is the rate of progress in AI exponential?

NLP, AI, ML, bots – a passing trend or much more? What's your take on this?

Ask HN: Anyone concerned about NYC Local Law 144?

The AI Crackpot Index

Common Lisp + Machine Learning Internship at Google (Mountain View, CA)

Ask HN: What would you read to learn about 'artificial intelligence'?

Ask HN: Dipping my toes with artificial intelligence and what to expect? (CS)

Bioinformatician

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ButterflyQuant: Ultra-low-bit LLM Quantization through Learnable Orthogonal Butterfly Transforms

The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs

SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models

LoCoBench: A Benchmark for Long-Context Large Language Models in Complex Software Engineering

Fluent but Unfeeling: The Emotional Blind Spots of Language Models

Feasibility-Guided Fair Adaptive Offline Reinforcement Learning for Medicaid Care Management

Retrieval-Augmented Generation for Reliable Interpretation of Radio Regulations

Explaining Concept Drift through the Evolution of Group Counterfactuals

Mechanistic Learning with Guided Diffusion Models to Predict Spatio-Temporal Brain Tumor Growth

Graph Alignment via Dual-Pass Spectral Encoding and Latent Space Communication

ObjectReact: Learning Object-Relative Control for Visual Navigation

📅 历史日报目录