AI资讯日报 - 2025/9/25

👨‍🔬 Henrique Schechter Vera, Sahil Dua, Biao Zhang, Daniel Salz, Ryan Mullins, Sindhu Raghuram Panyam, Sara Smoot, Iftekhar Naim, Joe Zou, Feiyang Chen, Daniel Cer, Alice Lisak, Min Choi, Lucas Gonzalez, Omar Sanseviero, Glenn Cameron, Ian Ballantyne, Kat Black, Kaifeng Chen, Weiyi Wang, Zhe Li, Gus Martins, Jinhyuk Lee, Mark Sherwood, Juyeong Ji, Renjie Wu, Jingxiao Zheng, Jyotinder Singh, Abheesht Sharma, Divya Sreepat, Aashi Jain, Adham Elarabawy, AJ Co, Andreas Doumanoglou, Babak Samari, Ben Hora, Brian Potetz, Dahun Kim, Enrique Alfonseca, Fedor Moiseev, Feng Han, Frank Palma Gomez, Gustavo Hernández Ábrego, Hesen Zhang, Hui Hui, Jay Han, Karan Gill, Ke Chen, Koert Chen, Madhuri Shanbhogue, Michael Boratko, Paul Suganthan, Sai Meher Karthik Duddu, Sandeep Mariserla, Setareh Ariafar, Shanfeng Zhang, Shijie Zhang, Simon Baumgartner, Sonam Goenka, Steve Qiu, Tanmaya Dabral, Trevor Walker, Vikram Rao, Waleed Khawaja, Wenlei Zhou, Xiaoqi Ren, Ye Xia, Yichang Chen, Yi-Ting Chen, Zhe Dong, Zhongli Ding, Francesco Visin, Gaël Liu, Jiageng Zhang, Kathleen Kenealy, Michelle Casbon, Ravin Kumar, Thomas Mesnard, Zach Gleicher, Cormac Brick, Olivier Lacombe, Adam Roberts, Yunhsuan Sung, Raphael Hoffmann, Tris Warkentin, Armand Joulin, Tom Duerig, Mojtaba Seyedhosseini

Video models are zero-shot learners and reasoners

学术论文 ArXiv 重要度: 9

Veo 3视频模型展现出零样本视觉推理能力，预示视频模型可能成为通用视觉基础模型。

👨‍🔬 Thaddäus Wiedemer, Yuxuan Li, Paul Vicol, Shixiang Shane Gu, Nick Matarese, Kevin Swersky, Been Kim, Priyank Jaini, Robert Geirhos

RAG Security and Privacy: Formalizing the Threat Model and Attack Surface

学术论文 ArXiv 重要度: 8

首次提出RAG系统的形式化威胁模型，定义文档级成员推断和数据投毒等关键威胁向量。

👨‍🔬 Atousa Arzanipour, Rouzbeh Behnia, Reza Ebrahimi, Kaushik Dutta

Adaptive Event-Triggered Policy Gradient for Multi-Agent Reinforcement Learning

学术论文 ArXiv 重要度: 8

事件触发的多智能体策略梯度框架，集成控制策略和触发策略，显著降低计算和通信开销。

👨‍🔬 Umer Siddique, Abhinav Sinha, Yongcan Cao

SIM-CoT: Supervised Implicit Chain-of-Thought

学术论文 ArXiv 重要度: 7

通过步级监督稳定隐式思维链训练，提升推理性能同时保持计算效率。

👨‍🔬 Xilin Wei, Xiaoran Liu, Yuhang Zang, Xiaoyi Dong, Yuhang Cao, Jiaqi Wang, Xipeng Qiu, Dahua Lin

When Judgment Becomes Noise: How Design Failures in LLM Judge Benchmarks Silently Undermine Validity

学术论文 ArXiv 重要度: 7

揭示LLM评判基准的设计缺陷，提出模式一致性和心理测量有效性诊断工具。

👨‍🔬 Benjamin Feuer, Chiung-Yi Tseng, Astitwa Sarthak Lathe, Oussama Elachqar, John P Dickerson

Uncovering Graph Reasoning in Decoder-only Transformers with Circuit Tracing

学术论文 ArXiv 重要度: 7

通过电路追踪揭示解码器Transformer的图推理机制，识别令牌合并和结构记忆核心机制。

👨‍🔬 Xinnan Dai, Chung-Hsiang Lo, Kai Guo, Shenglai Zeng, Dongsheng Luo, Jiliang Tang

Feeding Two Birds or Favoring One? Adequacy-Fluency Tradeoffs in Evaluation and Meta-Evaluation of Machine Translation

学术论文 ArXiv 重要度: 6

分析机器翻译评估中充分性与流畅性的权衡，揭示当前指标偏向充分性的系统偏差。

👨‍🔬 Behzad Shayegh, Jan-Thorsten Peter, David Vilar, Tobias Domhan, Juraj Juraska, Markus Freitag, Lili Mou

PGCLODA: Prompt-Guided Graph Contrastive Learning for Oligopeptide-Infectious Disease Association Prediction

学术论文 ArXiv 重要度: 6

基于提示引导图对比学习的寡肽-传染病关联预测框架，在生物信息学应用中表现优异。

👨‍🔬 Dayu Tan, Jing Chen, Xiaoping Zhou, Yansen Su, Chunhou Zheng

DRES: Benchmarking LLMs for Disfluency Removal

学术论文 ArXiv 重要度: 6

推出不流畅移除评估套件，系统评估LLM在不流畅移除任务中的表现并提供实用建议。

👨‍🔬 Maria Teleki, Sai Janjur, Haoran Liu, Oliver Grabner, Ketan Verma, Thomas Docog, Xiangjue Dong, Lingfeng Shi, Cong Wang, Stephanie Birkelbach, Jason Kim, Yin Zhang, James Caverlee

Z-Scores: A Metric for Linguistically Assessing Disfluency Removal

学术论文 ArXiv 重要度: 5

提出基于语言学的跨度级评估指标，揭示不流畅移除模型的系统性弱点。

👨‍🔬 Maria Teleki, Sai Janjur, Haoran Liu, Oliver Grabner, Ketan Verma, Thomas Docog, Xiangjue Dong, Lingfeng Shi, Cong Wang, Stephanie Birkelbach, Jason Kim, Yin Zhang, James Caverlee

Morphological Synthesizer for Ge'ez Language: Addressing Morphological Complexity and Resource Limitations

学术论文 ArXiv 重要度: 5

针对Ge'ez语言开发基于规则的形态合成器，解决资源稀缺语言的NLP工具缺失问题。

👨‍🔬 Gebrearegawi Gebremariam, Hailay Teklehaymanot, Gebregewergs Mezgebe

🤖 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?

The AI Crackpot Index

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?

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

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

The Next Bill Gates or Albert Einstein in AI "Chris Clark" – Yourobot

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

Bioinformatician

Show HN: Startup Raising capital through Book Sales

EmbeddingGemma: Powerful and Lightweight Text Representations

Video models are zero-shot learners and reasoners

RAG Security and Privacy: Formalizing the Threat Model and Attack Surface

Adaptive Event-Triggered Policy Gradient for Multi-Agent Reinforcement Learning

SIM-CoT: Supervised Implicit Chain-of-Thought

When Judgment Becomes Noise: How Design Failures in LLM Judge Benchmarks Silently Undermine Validity

Uncovering Graph Reasoning in Decoder-only Transformers with Circuit Tracing

Feeding Two Birds or Favoring One? Adequacy-Fluency Tradeoffs in Evaluation and Meta-Evaluation of Machine Translation

PGCLODA: Prompt-Guided Graph Contrastive Learning for Oligopeptide-Infectious Disease Association Prediction

DRES: Benchmarking LLMs for Disfluency Removal

Z-Scores: A Metric for Linguistically Assessing Disfluency Removal

Morphological Synthesizer for Ge'ez Language: Addressing Morphological Complexity and Resource Limitations

📅 历史日报目录