语言大模型 / LLM

Alchemy: Amplifying Theorem-Proving Capability through Symbolic Mutation

Shaonan Wu, Shuai Lu, Yeyun Gong, Nan Duan, Ping Wei

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；pretraining(abstract)；分类 cs.AI

Learning Electromagnetic Metamaterial Physics With ChatGPT

Darui Lu, Yang Deng, Jordan M. Malof, Willie J. Padilla

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.LG

UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing

Yiheng Li, Ruibing Hou, Hong Chang, Shiguang Shan, Xilin Chen

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis

Letian Zhang, Quan Cui, Bingchen Zhao, Cheng Yang

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；prompting(abstract)；分类 cs.AI

100% Elimination of Hallucinations on RAGTruth for GPT-4 and GPT-3.5 Turbo

Michael C. Wood, Adam A. Forbes

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Fact-checking AI-generated news reports: Can LLMs catch their own lies?

Jiayi Yao, Haibo Sun, Nianwen Xue

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Understanding the Generalization of In-Context Learning in Transformers: An Empirical Study

Xingxuan Zhang, Haoran Wang, Jiansheng Li, Yuan Xue, Shikai Guan, Renzhe Xu, Hao Zou, Han Yu, Peng Cui

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.LG

Comments 32 pages

Zero-shot forecasting of chaotic systems

Yuanzhao Zhang, William Gilpin

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；foundation model(abstract)；分类 cs.LG

Comments 13th International Conference on Learning Representations (ICLR 2025)

Leveraging Retrieval Augmented Generative LLMs For Automated Metadata Description Generation to Enhance Data Catalogs

Mayank Singh, Abhijeet Kumar, Sasidhar Donaparthi, Gayatri Karambelkar

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Presented in 5th International Conference on NLP & Text Mining (NLTM 2025)

Fact-checking with Generative AI: A Systematic Cross-Topic Examination of LLMs Capacity to Detect Veracity of Political Information

Elizaveta Kuznetsova, Ilaria Vitulano, Mykola Makhortykh, Martha Stolze, Tomas Nagy, Victoria Vziatysheva

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments 15 pages, 2 figures

Sometimes the Model doth Preach: Quantifying Religious Bias in Open LLMs through Demographic Analysis in Asian Nations

Hari Shankar, Vedanta S P, Tejas Cavale, Ponnurangam Kumaraguru, Abhijnan Chakraborty

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

SampleMix: A Sample-wise Pre-training Data Mixing Strategey by Coordinating Data Quality and Diversity

Xiangyu Xi, Deyang Kong, Jian Yang, Jiawei Yang, Zhengyu Chen, Wei Wang, Jingang Wang, Xunliang Cai, Shikun Zhang, Wei Ye

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；pretraining(abstract)；分类 cs.CL

Baichuan-Audio: A Unified Framework for End-to-End Speech Interaction

Tianpeng Li, Jun Liu, Tao Zhang, Yuanbo Fang, Da Pan, Mingrui Wang, Zheng Liang, Zehuan Li, Mingan Lin, Guosheng Dong, Jianhua Xu, Haoze Sun, Zenan Zhou, Weipeng Chen

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation

Song Duong, Florian Le Bronnec, Alexandre Allauzen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments 10 pages, ICLR 2025 conference

From Instance Training to Instruction Learning: Task Adapters Generation from Instructions

Huanxuan Liao, Shizhu He, Yao Xu, Yuanzhe Zhang, Yanchao Hao, Shengping Liu, Kang Liu, Jun Zhao

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；pretraining(abstract)；分类 cs.CL

Comments accepted to NeurIPS 2024

UnitCoder: Scalable Iterative Code Synthesis with Unit Test Guidance

Yichuan Ma, Yunfan Shao, Peiji Li, Demin Song, Qipeng Guo, Linyang Li, Xipeng Qiu, Kai Chen

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；post-training(abstract)；分类 cs.CL

Comments work in progress

UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers

Dehai Min, Zhiyang Xu, Guilin Qi, Lifu Huang, Chenyu You

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；pretraining(abstract)；分类 cs.CL

Comments NAACL 2025, Main, Long Paper

Self-seeding and Multi-intent Self-instructing LLMs for Generating Intent-aware Information-Seeking dialogs

Arian Askari, Roxana Petcu, Chuan Meng, Mohammad Aliannejadi, Amin Abolghasemi, Evangelos Kanoulas, Suzan Verberne

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Accepted at NAACL 2025

PsyPlay: Personality-Infused Role-Playing Conversational Agents

Tao Yang, Yuhua Zhu, Xiaojun Quan, Cong Liu, Qifan Wang

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

SoftSRV: Learn to Generate Targeted Synthetic Data

Giulia DeSalvo, Jean-Fracois Kagy, Lazaros Karydas, Afshin Rostamizadeh, Sanjiv Kumar

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.LG

Querying Databases with Function Calling

Connor Shorten, Charles Pierse, Thomas Benjamin Smith, Karel D'Oosterlinck, Tuana Celik, Erika Cardenas, Leonie Monigatti, Mohd Shukri Hasan, Edward Schmuhl, Daniel Williams, Aravind Kesiraju, Bob van Luijt

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments Preprint. 23 pages, 7 figures

A Dynamic and High-Precision Method for Scenario-Based HRA Synthetic Data Collection in Multi-Agent Collaborative Environments Driven by LLMs

Xingyu Xiao, Peng Chen, Qianqian Jia, Jiejuan Tong, Jingang Liang, Haitao Wang

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Moonshine: Distilling Game Content Generators into Steerable Generative Models

Yuhe Nie, Michael Middleton, Tim Merino, Nidhushan Kanagaraja, Ashutosh Kumar, Zhan Zhuang, Julian Togelius

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Parametric Retrieval Augmented Generation

Weihang Su, Yichen Tang, Qingyao Ai, Junxi Yan, Changyue Wang, Hongning Wang, Ziyi Ye, Yujia Zhou, Yiqun Liu

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation

Ivan Lopez, Fateme Nateghi Haredasht, Kaitlin Caoili, Jonathan H Chen, Akshay Chaudhari

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；prompting(abstract)；分类 cs.CL

Evaluating LLMs for Quotation Attribution in Literary Texts: A Case Study of LLaMa3

Gaspard Michel, Elena V. Epure, Romain Hennequin, Christophe Cerisara

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments NAACL 2025 Main Conference -- short paper

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification

Saptarshi Sengupta, Harsh Vashistha, Kristal Curtis, Akshay Mallipeddi, Abhinav Mathur, Joseph Ross, Liang Gou

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Beyond Film Subtitles: Is YouTube the Best Approximation of Spoken Vocabulary?

Adam Nohejl, Frederikus Hudi, Eunike Andriani Kardinata, Shintaro Ozaki, Maria Angelica Riera Machin, Hongyu Sun, Justin Vasselli, Taro Watanabe

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Accepted to COLING 2025. 9 pages, 3 figures

Extending LLMs to New Languages: A Case Study of Llama and Persian Adaptation

Samin Mahdizadeh Sani, Pouya Sadeghi, Thuy-Trang Vu, Yadollah Yaghoobzadeh, Gholamreza Haffari

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；pretraining(abstract)；分类 cs.CL

Comments accepted at COLING 2025

MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation

Chia-Yuan Chang, Zhimeng Jiang, Vineeth Rakesh, Menghai Pan, Chin-Chia Michael Yeh, Guanchu Wang, Mingzhi Hu, Zhichao Xu, Yan Zheng, Mahashweta Das, Na Zou

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL