语言大模型 / LLM

Aryabhata: An exam-focused language model for JEE Math

Ritvik Rastogi, Sachin Dharashivkar, Sandeep Varma

机构 * PhysicsWallah（物理墙） 纠错

专题命中 推理与问题求解 ：language model(title,abstract)；large language model(abstract)；foundation model(abstract)；small language model(abstract)

EmoVoice: LLM-based Emotional Text-To-Speech Model with Freestyle Text Prompting

Guanrou Yang, Chen Yang, Qian Chen, Ziyang Ma, Wenxi Chen, Wen Wang, Tianrui Wang, Yifan Yang, Zhikang Niu, Wenrui Liu, Fan Yu, Zhihao Du, Zhifu Gao, ShiLiang Zhang, Xie Chen

机构 * Shanghai Jiao Tong University（上海交通大学） ； Tongyi Speech Lab（通义语音实验室） ； Tianjin University（天津大学） ； Zhejiang University（浙江大学） ； Shanghai Jiao Tong University, Shanghai Innovation Institute（上海交通大学上海创新研究院） 纠错

专题命中 推理与问题求解 ：LLM(title)；prompting(title)；large language model(abstract)；language model(abstract)

Comments Accepted at ACMMM 2025

GridRoute: A Benchmark for LLM-Based Route Planning with Cardinal Movement in Grid Environments

Kechen Li, Yaotian Tao, Ximing Wen, Quanwei Sun, Zifei Gong, Chang Xu, Xizhe Zhang, Tianbo Ji

机构 * School of Transportation and Civil Engineering, Nantong University, China（南京理工大学交通与土木工程学院） ； HongKong Linchance Intelligent Technology Co., Ltd. (LinChance), China（香港林 chance 智能科技有限公司） ； College of Computing and Informatics, Drexel University, USA（德雷塞尔大学计算机与信息学院） ； University of New South Wales, Australia（新南威尔士大学） 纠错

专题命中 推理与问题求解 ：LLM(title)；large language model(abstract)；language model(abstract)；prompting(abstract)

Comments 8 pages

APIO: Automatic Prompt Induction and Optimization for Grammatical Error Correction and Text Simplification

Artem Chernodub, Aman Saini, Yejin Huh, Vivek Kulkarni, Vipul Raheja

机构 * Grammarly 纠错

专题命中 推理与问题求解 ：LLM(abstract)；large language model(abstract)；language model(abstract)；prompting(abstract)

Comments Accepted for publication at Recent Advances in Natural Language Processing conference (RANLP 2025)

TEN: Table Explicitization, Neurosymbolically

Nikita Mehrotra, Aayush Kumar, Sumit Gulwani, Arjun Radhakrishna, Ashish Tiwari

专题命中 推理与问题求解 ：LLM(abstract)；large language model(abstract)；language model(abstract)；prompting(abstract)

Probing Mechanical Reasoning in Large Vision Language Models

Haoran Sun, Qingying Gao, Haiyun Lyu, Dezhi Luo, Yijiang Li, Hokin Deng

机构 * Johns Hopkins University（约翰霍普金斯大学） ； University of North Carolina Chapel Hill（北卡罗来纳大学教堂山分校） ； University of Michigan（密歇根大学） ； University of California San Diego（加州大学圣地亚哥分校） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

专题命中 推理与问题求解 ：language model(title,abstract)；分类 cs.AI

Comments Published at the ICLR 2025 Workshop on Bidirectional Human-AI Alignment (BiAlign)

MetaFold: Language-Guided Multi-Category Garment Folding Framework via Trajectory Generation and Foundation Model

Haonan Chen, Junxiao Li, Ruihai Wu, Yiwei Liu, Yiwen Hou, Zhixuan Xu, Jingxiang Guo, Chongkai Gao, Zhenyu Wei, Shensi Xu, Jiaqi Huang, Lin Shao

机构 * School of Computing, National University of Singapore（新加坡国立大学计算机学院） ； NUS Guangzhou Research Translation and Innovation Institute（新加坡国立大学广州翻译与创新研究院） ； School of Computer Science, Nanjing University（南京大学计算机学院） ； School of Computer Science, Peking University（北京大学计算机学院） ； School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University（上海交通大学电子信息与电气工程学院） 纠错

专题命中 推理与问题求解 ：foundation model(title,abstract)

Noise Hypernetworks: Amortizing Test-Time Compute in Diffusion Models

Luca Eyring, Shyamgopal Karthik, Alexey Dosovitskiy, Nataniel Ruiz, Zeynep Akata

机构 * Technical University of Munich（慕尼黑技术大学） ； Munich Center of Machine Learning（慕尼黑机器学习中心） ； Helmholtz Munich（海德堡-慕尼黑 Helmholtz 中心） ； University of Tübingen（图宾根大学） ； Inceptive（Inceptive 公司） ； Google（谷歌公司） 纠错

专题命中 推理与问题求解 ：large language model(abstract)；language model(abstract)；post-training(abstract)；分类 cs.LG

Comments Project page: https://noisehypernetworks.github.io/

Integrating Visual Interpretation and Linguistic Reasoning for Math Problem Solving

Zixian Guo, Ming Liu, Qilong Wang, Zhilong Ji, Jinfeng Bai, Lei Zhang, Wangmeng Zuo

机构 * Harbin Institute of Technology（哈尔滨理工大学） ； The Hong Kong Polytechnic University（香港理工大学） ； Tianjin University（天津大学） ； Tomorrow Advancing Life（明天进步生命） ； Pazhou Lab, Guangzhou（广州琶洲实验室） 纠错

专题命中 推理与问题求解 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments ICCV2025

Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning

Vaishnavi Shrivastava, Ahmed Awadallah, Vidhisha Balachandran, Shivam Garg, Harkirat Behl, Dimitris Papailiopoulos

专题命中 推理与问题求解 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

RAGulating Compliance: A Multi-Agent Knowledge Graph for Regulatory QA

Bhavik Agarwal, Hemant Sunil Jomraj, Simone Kaplunov, Jack Krolick, Viktoria Rojkova

机构 * MasterControl AI Research（MasterControl AI研究院） 纠错

专题命中 推理与问题求解 ：large language model(abstract)；language model(abstract)；分类 cs.AI

StepFun-Prover Preview: Let's Think and Verify Step by Step

Shijie Shang, Ruosi Wan, Yue Peng, Yutong Wu, Xiong-hui Chen, Jie Yan, Xiangyu Zhang

机构 * StepFun ； University of Chinese Academy of Sciences（中国科学院大学） 纠错

专题命中 推理与问题求解 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments Added links to GitHub and Hugging Face

Towards Effective MLLM Jailbreaking Through Balanced On-Topicness and OOD-Intensity

Zuoou Li, Weitong Zhang, Jingyuan Wang, Shuyuan Zhang, Wenjia Bai, Bernhard Kainz, Mengyun Qiao

专题命中 推理与问题求解 ：large language model(abstract)；language model(abstract)；分类 cs.AI

See the Forest and the Trees: A Synergistic Reasoning Framework for Knowledge-Based Visual Question Answering

Junjie Wang, Yunhan Tang, Yijie Wang, Zhihao Yuan, Huan Wang, Yangfan He, Bin Li

专题命中 推理与问题求解 ：large language model(abstract)；language model(abstract)

Comments We are withdrawing this preprint because it is undergoing a major revision and restructuring. We feel that the current version does not convey our core contributions and methodology with sufficient clarity and accuracy

HERMES: A Unified Self-Driving World Model for Simultaneous 3D Scene Understanding and Generation

Xin Zhou, Dingkang Liang, Sifan Tu, Xiwu Chen, Yikang Ding, Dingyuan Zhang, Feiyang Tan, Hengshuang Zhao, Xiang Bai

机构 * Huazhong University of Science and Technology（华中科技大学） ； MEGVII Technology（梅格维七科技） ； Mach Drive（马奇驱动） ； The University of Hong Kong（香港大学） 纠错

专题命中 推理与问题求解 ：large language model(abstract)；language model(abstract)

Comments Accepted by ICCV 2025. The code is available at https://github.com/LMD0311/HERMES

InfoCausalQA:Can Models Perform Non-explicit Causal Reasoning Based on Infographic?

Keummin Ka, Junhyeong Park, Jaehyun Jeon, Youngjae Yu

专题命中 推理与问题求解 ：language model(abstract)；分类 cs.CL、cs.AI

Comments 14 pages, 9 figures

BigCharts-R1: Enhanced Chart Reasoning with Visual Reinforcement Finetuning

Ahmed Masry, Abhay Puri, Masoud Hashemi, Juan A. Rodriguez, Megh Thakkar, Khyati Mahajan, Vikas Yadav, Sathwik Tejaswi Madhusudhan, Alexandre Piché, Dzmitry Bahdanau, Christopher Pal, David Vazquez, Enamul Hoque, Perouz Taslakian, Sai Rajeswar, Spandana Gella

专题命中 推理与问题求解 ：language model(abstract)；分类 cs.CL