语言大模型 / LLM

SDGO: Self-Discrimination-Guided Optimization for Consistent Safety in Large Language Models

Peng Ding, Wen Sun, Dailin Li, Wei Zou, Jiaming Wang, Jiajun Chen, Shujian Huang

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Accepted by EMNLP 2025 (Main Conference), 15 pages, 4 figures, 6 tables

TableTalk: Scaffolding Spreadsheet Development with a Language Agent

Jenny T. Liang, Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Vu Le, Chris Parnin, Arjun Radhakrishna, Ashish Tiwari, Emerson Murphy-Hill, Guastavo Soares

机构 * Carnegie Mellon University（卡内基梅隆大学） ； Microsoft（微软） 纠错

专题命中 其他LLM ：language agent(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

GeNet: A Multimodal LLM-Based Co-Pilot for Network Topology and Configuration

Beni Ifland, Elad Duani, Rubin Krief, Miro Ohana, Aviram Zilberman, Andres Murillo, Ofir Manor, Ortal Lavi, Hikichi Kenji, Asaf Shabtai, Yuval Elovici, Rami Puzis

机构 * 1 Ben Gurion University of the Negev, Software 纠错

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

DESAMO: A Device for Elder-Friendly Smart Homes Powered by Embedded LLM with Audio Modality

Youngwon Choi, Donghyuk Jung, Hwayeon Kim

机构 * MAUM AI Inc.（MAUM人工智能公司） ； Korea Culture Technology Institute（韩国文化科技研究所） 纠错

专题命中 其他LLM ：LLM(title,abstract)

Comments 2 pages, 2 figures. Accepted for presentation as a UIST 2025 Poster

Do LVLMs Know What They Know? A Systematic Study of Knowledge Boundary Perception in LVLMs

Zhikai Ding, Shiyu Ni, Keping Bi

机构 * State Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences（中国科学院人工智能安全重点实验室） ； University of Chinese Academy of Sciences（中国科学院大学） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments EMNLP2025 Findings

How do Humans and LLMs Process Confusing Code?

Youssef Abdelsalam, Norman Peitek, Anna-Maria Maurer, Mariya Toneva, Sven Apel

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

Bias Mitigation Agent: Optimizing Source Selection for Fair and Balanced Knowledge Retrieval

Karanbir Singh, Deepak Muppiri, William Ngu

机构 * Salesforce 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted at KDD'2025 Agent4IR workshop

CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers

Dimitrios Mallis, Ahmet Serdar Karadeniz, Sebastian Cavada, Danila Rukhovich, Niki Foteinopoulou, Kseniya Cherenkova, Anis Kacem, Djamila Aouada

机构 * SnT, University of Luxembourg（斯诺特研究所，卢森堡大学） ； Artec3D, Luxembourg（Artec3D，卢森堡） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

ChatGPT Doesn't Trust Chargers Fans: Guardrail Sensitivity in Context

Victoria R. Li, Yida Chen, Naomi Saphra

机构 * Harvard University（哈佛大学） ； Kempner Institute for the Study of Natural and Artificial Intelligence（凯普纳人工智能研究 institute） 纠错

专题命中 其他LLM ：LLM(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Giving Simulated Cells a Voice: Evolving Prompt-to-Intervention Models for Cellular Control

Nam H. Le, Patrick Erikson, Yanbo Zhang, Michael Levin, Josh Bongard

机构 * University of Vermont（佛罗里达大学） ； Tufts University（塔夫茨大学） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments Accepted to GECCO Workshop on Bio-Inspired AI (ACM GECCO2025). 13 pages, 7 figures

Autoregressive Universal Video Segmentation Model

Miran Heo, Sukjun Hwang, Min-Hung Chen, Yu-Chiang Frank Wang, Albert Gu, Seon Joo Kim, Ryo Hachiuma

机构 * NVIDIA ； Yonsei University（延世大学） ； Carnegie Mellon University（卡内基梅隆大学） ； National Taiwan University（国立台湾大学） 纠错

专题命中 其他LLM ：language model(abstract)；foundation model(abstract)

Enhancing XAI Interpretation through a Reverse Mapping from Insights to Visualizations

Aniket Nuthalapati, Nicholas Hinds, Brian Y. Lim, Qianwen Wang

专题命中 其他LLM ：large language model(abstract)；language model(abstract)

Comments 5 pages, 5 figures, accepted by IEEE VIS 2025

MUA-RL: Multi-turn User-interacting Agent Reinforcement Learning for agentic tool use

Weikang Zhao, Xili Wang, Chengdi Ma, Lingbin Kong, Zhaohua Yang, Mingxiang Tuo, Xiaowei Shi, Yitao Zhai, Xunliang Cai

专题命中 其他LLM ：LLM(abstract)；分类 cs.AI

Sparse Autoencoders for Low-$N$ Protein Function Prediction and Design

Darin Tsui, Kunal Talreja, Amirali Aghazadeh

机构 * Georgia Institute of Technology（佐治亚理工学院） 纠错

专题命中 其他LLM ：language model(abstract)；分类 cs.LG

Comments 15 pages, 4 figures

A Database-Driven Framework for 3D Level Generation with LLMs

Kaijie Xu, Clark Verbrugge

专题命中 其他LLM ：LLM(abstract)；分类 cs.AI

Semantic Attractors and the Emergence of Meaning: Towards a Teleological Model of AGI

Hans-Joachim Rudolph

专题命中 其他LLM ：language model(abstract)；分类 cs.CL

Comments 10 pages

Articulate3D: Zero-Shot Text-Driven 3D Object Posing

Oishi Deb, Anjun Hu, Ashkan Khakzar, Philip Torr, Christian Rupprecht

机构 * University of Oxford（牛津大学） ； Google DeepMind（谷歌DeepMind） 纠错

专题命中 其他LLM ：language model(abstract)

Comments Project page:https://odeb1.github.io/articulate3d_page_deb/

ProPy: Building Interactive Prompt Pyramids upon CLIP for Partially Relevant Video Retrieval

Yi Pan, Yujia Zhang, Michael Kampffmeyer, Xiaoguang Zhao

机构 * State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences（多模态人工智能系统国家重点实验室，自动化研究所，中国科学院） ； School of Artificial Intelligence, University of Chinese Academy of Sciences（人工智能学院，中国科学院大学） ； Department of Physics and Technology, UiT The Arctic University of Norway（物理与技术系，UiT 北极大学） 纠错

专题命中 其他LLM ：language model(abstract)

Comments Accepted by EMNLP 2025 Findings

Beam-Normal Single-Spin Asymmetry in $^{208}$Pb at low energy: discrepancy resolved or new kinematic puzzle?

A. Esser, N. Kozyrev, K. Aulenbacher, S. Baunack, M. Dehn, A. Del Vincio, L. Doria, M. Hoek, F. Keil, F. Maas, H. Merkel, M. Mihovilovic, U. Müller, J. Pochodzalla, B. S. Schlimme, T. Shao, S. Stengel, M. Thiel, L. Wilhelm, C. Sfienti

专题命中 其他LLM ：prompting(abstract)

A Dynamic Approach to Collaborative Document Writing (Full Version)

Avital Finanser, Nimrod Talmon

专题命中 其他LLM ：language model(abstract)

Comments Accepted at the 27th European Conference on Artificial Intelligence (ECAI 2025). This arXiv version presents the complete work with supplementary materials and additional experimental details not included in the conference proceedings. Git repository: https://github.com/AvitalFinanaser/Dynamic-CDW