Large Language Models

11 July 2023

Papers citing "Large Language Models"

50 / 112 papers shown

Title
Informed Forecasting: Leveraging Auxiliary Knowledge to Boost LLM Performance on Time Series Forecasting Mohammadmahdi Ghasemloo Alireza Moradi AI4TS 24 0 0 15 May 2025
Scent of Knowledge: Optimizing Search-Enhanced Reasoning with Information Foraging Hongjin Qian Zhengyang Liang RALM LRM 38 0 0 14 May 2025
Small but Significant: On the Promise of Small Language Models for Accessible AIED Yumou Wei Paulo Carvalho John Stamper SyDa 42 0 0 13 May 2025
Assessing the Chemical Intelligence of Large Language Models Nicholas T. Runcie Charlotte M. Deane Fergus Imrie ELM LRM 40 0 0 12 May 2025
LVLM-MPC Collaboration for Autonomous Driving: A Safety-Aware and Task-Scalable Control Architecture Kazuki Atsuta Kohei Honda H. Okuda Tatsuya Suzuki 177 0 0 08 May 2025
To Judge or not to Judge: Using LLM Judgements for Advertiser Keyphrase Relevance at eBay Soumik Dey Hansi Wu Binbin Li 50 0 0 07 May 2025
CoGenAV: Versatile Audio-Visual Representation Learning via Contrastive-Generative Synchronization Detao Bai Zhiheng Ma Xihan Wei Liefeng Bo 147 0 0 06 May 2025
TAMO:Fine-Grained Root Cause Analysis via Tool-Assisted LLM Agent with Multi-Modality Observation Data Qi. Wang Xiao Zhang Mingyi Li Yuan Yuan Mengbai Xiao Fuzhen Zhuang Dongxiao Yu 31 0 0 29 Apr 2025
TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question Answering Zhonghao Li Kunpeng Zhang Jinghuai Ou Shuliang Liu Xuming Hu 67 0 0 28 Apr 2025
Uncertainty Quantification for Language Models: A Suite of Black-Box, White-Box, LLM Judge, and Ensemble Scorers Dylan Bouchard Mohit Singh Chauhan HILM 84 0 0 27 Apr 2025
AI Awareness Xianrui Li Haoyuan Shi Rongwu Xu Wei Xu 59 0 0 25 Apr 2025
A Survey of AI Agent Protocols Yuqing Yang Huacan Chai Yangqiu Song S. Qi Muning Wen ... Gaowei Chang Wei Liu Ying Wen Yong Yu Wenbo Zhang LLMAG 69 1 0 23 Apr 2025
SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning Prabhat Pandey R. Swaminathan K V Vijay Girish Arunasish Sen Jian Xie Grant P. Strimel Andreas Schwarz 164 0 0 12 Apr 2025
LSR-MCTS: Alleviating Long Range Dependency in Code Generation Tingwei Lu Yangning Li Liyuan Wang Binghuai Lin Jiwei Tang ... Wanshi Xu Hai-Tao Zheng Yinghui Li Xin Su Zifei Shan LLMAG 67 0 0 10 Apr 2025
Synthetic News Generation for Fake News Classification Abdul Sittar Luka Golob Mateja Smiljanic 40 0 0 31 Mar 2025
Every FLOP Counts: Scaling a 300B Mixture-of-Experts LING LLM without Premium GPUs Ling Team B. Zeng Chenyu Huang Chao Zhang Changxin Tian ... Zhaoxin Huan Zujie Wen Zhenhang Sun Zhuoxuan Du Z. He MoE ALM 109 2 0 07 Mar 2025
BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology Ludovico Mitchener Jon M. Laurent Benjamin Tenmann Siddharth Narayanan Geemi P Wellawatte A. White Lorenzo Sani Samuel G. Rodriques LLMAG LM&MA ELM 64 3 0 28 Feb 2025
A Sliding Layer Merging Method for Efficient Depth-Wise Pruning in LLMs Xuan Ding Rui Sun Yunjian Zhang Xiu Yan Yueqi Zhou Kaihao Huang Suzhong Fu Angelica I Aviles-Rivero Chuanlong Xie Yao Zhu 131 1 0 26 Feb 2025
Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents Patrick Tser Jern Kon Jiachen Liu Qiuyi Ding Yiming Qiu Zhenning Yang Yibo Huang Jayanth Srinivasa Myungjin Lee Mosharaf Chowdhury Ang Chen 56 3 0 22 Feb 2025
Activation Steering in Neural Theorem Provers Shashank Kirtania LLMSV 187 0 0 21 Feb 2025
How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal Representations Hyunji Lee Danni Liu Supriti Sinhamahapatra Jan Niehues 111 0 0 21 Feb 2025
MaskPrune: Mask-based LLM Pruning for Layer-wise Uniform Structures Jiayu Qin Jianchao Tan Kaipeng Zhang Xunliang Cai Wei Wang 45 0 0 19 Feb 2025
Model Diffusion for Certifiable Few-shot Transfer Learning Fady Rezk Royson Lee Henry Gouk Timothy M. Hospedales Minyoung Kim 53 0 0 10 Feb 2025
Few-shot LLM Synthetic Data with Distribution Matching Jiyuan Ren Zhaocheng Du Zhihao Wen Qinglin Jia Sunhao Dai Chuhan Wu Zhenhua Dong SyDa 87 0 0 09 Feb 2025
Self-Supervised Prompt Optimization Jinyu Xiang Jiayi Zhang Zhaoyang Yu Fengwei Teng Jinhao Tu Xinbing Liang Sirui Hong Chenglin Wu Yuyu Luo OffRL LRM 74 7 0 07 Feb 2025
Symmetric Pruning of Large Language Models Kai Yi Peter Richtárik AAML VLM 67 0 0 31 Jan 2025
SoK: Towards Effective Automated Vulnerability Repair Ying Li Faysal hossain shezan Bomin wei Gang Wang Yuan Tian 120 1 0 31 Jan 2025
Language-Based Bayesian Optimization Research Assistant (BORA) A. Cissé Xenophon Evangelopoulos V. Gusev Andrew I. Cooper 43 1 0 28 Jan 2025
Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature Review Rock Yuren Pang Hope Schroeder Kynnedy Simone Smith Solon Barocas Ziang Xiao Emily Tseng Danielle Bragg 79 3 0 22 Jan 2025
Can ChatGPT Overcome Behavioral Biases in the Financial Sector? Classify-and-Rethink: Multi-Step Zero-Shot Reasoning in the Gold Investment Shuoling Liu Gaoguo Jia Yuhang Jiang Liyuan Chen Qiang Yang AIFin LRM 95 0 0 17 Jan 2025
ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning Xiangru Tang Tianyu Hu Muyang Ye Yanjun Shao Xunjian Yin ... Pan Lu Zhuosheng Zhang Yilun Zhao Arman Cohan Mark B. Gerstein LLMAG LRM AI4CE 72 7 0 11 Jan 2025
Software Engineering and Foundation Models: Insights from Industry Blogs Using a Jury of Foundation Models Hao Li C. Bezemer Ahmed E. Hassan 45 2 0 08 Jan 2025
ChemTEB: Chemical Text Embedding Benchmark, an Overview of Embedding Models Performance & Efficiency on a Specific Domain Ali Shiraee Kasmaee Mohammad Khodadad Mohammad Arshi Saloot Nick Sherck Stephen Dokas H. Mahyar Soheila Samiee ELM 204 0 0 30 Nov 2024
CURATe: Benchmarking Personalised Alignment of Conversational AI Assistants Lize Alberts Benjamin Ellis Andrei Lupu Jakob Foerster ELM 39 1 0 28 Oct 2024
Chemical Language Model Linker: blending text and molecules with modular adapters Yifan Deng Spencer S. Ericksen Anthony Gitter 30 1 0 26 Oct 2024
Step Guided Reasoning: Improving Mathematical Reasoning using Guidance Generation and Step Reasoning Lang Cao Chao Peng Renhong Chen Wu Ning Yingtian Zou Yitong Li LRM 31 0 0 18 Oct 2024
Enabling Scalable Evaluation of Bias Patterns in Medical LLMs Hamed Fayyaz Raphael Poulain Rahmatollah Beheshti 40 1 0 18 Oct 2024
SPIN: Self-Supervised Prompt INjection Leon Zhou Junfeng Yang Chengzhi Mao AAML SILM 30 0 0 17 Oct 2024
Denial-of-Service Poisoning Attacks against Large Language Models Kuofeng Gao Tianyu Pang Chao Du Yong Yang Shu-Tao Xia Min-Bin Lin SILM AAML 59 5 0 14 Oct 2024
Extracting and Transferring Abilities For Building Multi-lingual Ability-enhanced Large Language Models Zhipeng Chen Liang Song K. Zhou Wayne Xin Zhao Binghui Wang Weipeng Chen Ji-Rong Wen 68 0 0 10 Oct 2024
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation Han He Qianchu Liu Lei Xu Chaitanya P. Shivade Yi Zhang S. Srinivasan Katrin Kirchhoff 26 1 0 03 Oct 2024
Membership Inference Attacks Cannot Prove that a Model Was Trained On Your Data Jie Zhang Debeshee Das Gautam Kamath Florian Tramèr MIALM MIACV 238 16 1 29 Sep 2024
Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models Xin Sky Li Weize Chen Qizhi Chu Haopeng Li Zhaojun Sun ... Yiwei Wei Zhiyuan Liu Chuan Shi Maosong Sun Cheng Yang 43 5 0 29 Sep 2024
Data Augmentation for Sparse Multidimensional Learning Performance Data Using Generative AI Liang Zhang Jionghao Lin John Sabatini Conrad Borchers Daniel Weitekamp Meng Cao John Hollander Xiangen Hu Arthur C. Graesser 40 2 0 24 Sep 2024
On the Diagram of Thought Yifan Zhang Yang Yuan Andrew Chi-Chih Yao 3DV LRM AI4CE 35 10 0 16 Sep 2024
Exploring LLMs for Malware Detection: Review, Framework Design, and Countermeasure Approaches Jamal N. Al-Karaki Muhammad Al-Zafar Khan Marwan Omar 34 7 0 11 Sep 2024
What makes math problems hard for reinforcement learning: a case study Ali Shehper A. Medina-Mardones Lucas Fagan Angus Gruen Piotr Kucharski Sergei Gukov Piotr Kucharski Zhenghan Wang Sergei Gukov 32 3 0 27 Aug 2024
Fast Training Dataset Attribution via In-Context Learning Milad Fotouhi M. T. Bahadori Oluwaseyi Feyisetan P. Arabshahi David Heckerman 33 0 0 14 Aug 2024
Problem Solving Through Human-AI Preference-Based Cooperation Subhabrata Dutta Timo Kaufmann Goran Glavas Ivan Habernal Kristian Kersting Frauke Kreuter Mira Mezini Iryna Gurevych Eyke Hüllermeier Hinrich Schuetze 98 1 0 14 Aug 2024
CYBERSECEVAL 3: Advancing the Evaluation of Cybersecurity Risks and Capabilities in Large Language Models Shengye Wan Cyrus Nikolaidis Daniel Song David Molnar James Crnkovich ... Spencer Whitman Stephanie Ding Vlad Ionescu Yue Li Joshua Saxe ELM 41 21 0 02 Aug 2024