语言大模型 / LLM - arXivDaily 专题

2405.03825 2024-05-08 cs.AI 85%

Organizing a Society of Language Models: Structures and Mechanisms for Enhanced Collective Intelligence

Silvan Ferreira, Ivanovitch Silva, Allan Martins

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

2405.02858 2024-05-07 cs.SI cs.CL 85%

Language Evolution for Evading Social Media Regulation via LLM-based Multi-agent Simulation

Jinyu Cai, Jialong Li, Mingyue Zhang, Munan Li, Chen-Shu Wang, Kenji Tei

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

Comments Accepted by IEEE WCCI 2024

2404.18371 2024-04-30 cs.CL 85%

QANA: LLM-based Question Generation and Network Analysis for Zero-shot Key Point Analysis and Beyond

Tomoki Fukuma, Koki Noda, Toshihide Ubukata Kousuke Hoso, Yoshiharu Ichikawa, Kyosuke Kambe, Yu Masubuch, Fujio Toriumi

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

Comments Under review as a conference paper at COLM 2024

2404.17283 2024-04-29 cs.CL 85%

Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM

Xuan Zhang, Wei Gao

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

Comments Accepted by COLING 2024

2404.16045 2024-04-26 cs.HC cs.AI cs.MA 85%

Elicitron: An LLM Agent-Based Simulation Framework for Design Requirements Elicitation

Mohammadmehdi Ataei, Hyunmin Cheong, Daniele Grandi, Ye Wang, Nigel Morris, Alexander Tessier

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

2404.11964 2024-04-19 cs.AI 85%

From Language Models to Practical Self-Improving Computer Agents

Alex Sheng

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

2307.12973 2024-04-16 cs.CL 85%

Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation

Flor Miriam Plaza-del-Arco, Debora Nozza, Dirk Hovy

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

Comments Accepted to the 3rd Workshop on Perspectivist Approaches to NLP at LREC-COLING 2024

2404.08126 2024-04-15 cs.GT cs.AI 85%

Auctions with LLM Summaries

Kumar Avinava Dubey, Zhe Feng, Rahul Kidambi, Aranyak Mehta, Di Wang

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

2309.11653 2024-04-03 cs.HC cs.AI cs.CR 85%

"It's a Fair Game", or Is It? Examining How Users Navigate Disclosure Risks and Benefits When Using LLM-Based Conversational Agents

Zhiping Zhang, Michelle Jia, Hao-Ping Lee, Bingsheng Yao, Sauvik Das, Ada Lerner, Dakuo Wang, Tianshi Li

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

Comments 26 pages, 5 figures

2401.06201 2024-03-28 cs.CL 85%

EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction

Siyu Yuan, Kaitao Song, Jiangjie Chen, Xu Tan, Yongliang Shen, Ren Kan, Dongsheng Li, Deqing Yang

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

2403.10779 2024-03-19 cs.CL 85%

LLM-based Conversational AI Therapist for Daily Functioning Screening and Psychotherapeutic Intervention via Everyday Smart Devices

Jingping Nie, Hanya Shao, Yuang Fan, Qijia Shao, Haoxuan You, Matthias Preindl, Xiaofan Jiang

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

2403.08430 2024-03-14 cs.SE cs.AI 85%

Search-based Optimisation of LLM Learning Shots for Story Point Estimation

Vali Tawosi, Salwa Alamir, Xiaomo Liu

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

Comments 6 pages, Accepted at SSBSE'23 NIER Track

Journal ref Search-Based Software Engineering. SSBSE 2023. Lecture Notes in Computer Science, vol 14415. Springer

2402.17385 2024-02-28 cs.AI cs.HC 85%

Determinants of LLM-assisted Decision-Making

Eva Eigner, Thorsten Händler

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

2308.05962 2024-02-23 cs.SE cs.AI 85%

Decentralised Governance-Driven Architecture for Designing Foundation Model based Systems: Exploring the Role of Blockchain in Responsible AI

Yue Liu, Qinghua Lu, Liming Zhu, Hye-Young Paik

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

2309.08172 2024-02-22 cs.CL 85%

LASER: LLM Agent with State-Space Exploration for Web Navigation

Kaixin Ma, Hongming Zhang, Hongwei Wang, Xiaoman Pan, Wenhao Yu, Dong Yu

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

Comments 4 pages, 2 figures

2312.06699 2023-12-13 cs.CV cs.LG 85%

Leveraging Generative Language Models for Weakly Supervised Sentence Component Analysis in Video-Language Joint Learning

Zaber Ibn Abdul Hakim, Najibul Haque Sarker, Rahul Pratap Singh, Bishmoy Paul, Ali Dabouei, Min Xu

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

2312.04613 2023-12-11 physics.ed-ph cs.LG 85%

Testing LLM performance on the Physics GRE: some observations

Pranav Gupta

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

Comments 4 pages

2311.11628 2023-11-21 cs.LG 85%

Incorporating LLM Priors into Tabular Learners

Max Zhu, Siniša Stanivuk, Andrija Petrovic, Mladen Nikolic, Pietro Lio

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

Comments Table Representation Learning Workshop at NeurIPS 2023

2311.07264 2023-11-14 cs.CL 85%

Danish Foundation Models

Kenneth Enevoldsen, Lasse Hansen, Dan S. Nielsen, Rasmus A. F. Egebæk, Søren V. Holm, Martin C. Nielsen, Martin Bernstorff, Rasmus Larsen, Peter B. Jørgensen, Malte Højmark-Bertelsen, Peter B. Vahlstrup, Per Møldrup-Dalum, Kristoffer Nielbo

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

Comments 4 pages, 2 tables

2306.02858 2023-10-26 cs.CL cs.CV cs.SD eess.AS 85%

Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

Hang Zhang, Xin Li, Lidong Bing

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

Comments Accepted by EMNLP 2023's demo track; Code, Pretrained Model, and Dataset: https://github.com/DAMO-NLP-SG/Video-LLaMA

2310.03046 2023-10-06 cs.SE cs.AI 85%

EcoAssistant: Using LLM Assistant More Affordably and Accurately

Jieyu Zhang, Ranjay Krishna, Ahmed H. Awadallah, Chi Wang

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

2309.07418 2023-09-15 cs.DS cs.LG stat.ML 85%

A Fast Optimization View: Reformulating Single Layer Attention in LLM Based on Tensor and SVM Trick, and Solving It in Matrix Multiplication Time

Yeqi Gao, Zhao Song, Weixin Wang, Junze Yin

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

2308.14182 2023-08-29 cs.CL 85%

Generative AI for Business Strategy: Using Foundation Models to Create Business Strategy Tools

Son The Nguyen, Theja Tulabandhula

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

2308.05391 2023-08-11 cs.AI 85%

Enhancing Trust in LLM-Based AI Automation Agents: New Considerations and Future Challenges

Sivan Schwartz, Avi Yaeli, Segev Shlomov

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

Comments Accepted to the First International Workshop on the Future of No-Code Digital Apprentices

2306.16410 2023-06-29 cs.CL cs.CV 85%

Towards Language Models That Can See: Computer Vision Through the LENS of Natural Language

William Berrios, Gautam Mittal, Tristan Thrush, Douwe Kiela, Amanpreet Singh

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

2306.12213 2023-06-22 cs.CL 85%

Limits for Learning with Language Models

Nicholas Asher, Swarnadeep Bhar, Akshay Chaturvedi, Julie Hunter, Soumya Paul

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

2306.02140 2023-06-12 cs.HC cs.CL 85%

Unsupervised Human Activity Recognition through Two-stage Prompting with ChatGPT

Qingxin Xia, Takuya Maekawa, Takahiro Hara

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

Comments 4 pages

2210.13432 2023-02-01 cs.CL 85%

Towards Better Few-Shot and Finetuning Performance with Forgetful Causal Language Models

Hao Liu, Xinyang Geng, Lisa Lee, Igor Mordatch, Sergey Levine, Sharan Narang, Pieter Abbeel

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

Comments Added T-FCM and better FCM results

2110.07280 2022-04-20 cs.CL 85%

P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts

Benjamin Newman, Prafulla Kumar Choubey, Nazneen Rajani

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

Comments 15 pages, 6 figures, 4 tables

2608.07496 2026-08-11 cs.HC 新提交 85%

Human-Simulation Interaction: From Prediction to Exploration in LLM Agent Simulations for Policy

人机模拟交互：面向政策的大语言模型智能体模拟中从预测到探索

Huanxing Chen

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

AI总结该研究针对政策领域大语言模型智能体模拟的人机交互问题，提出需将当前问答式交互转为支持探索的人机模拟交互，以解决模型准确率无法弥补的信任赤字。

Comments 4 pages. Position paper accepted to PoliSim@CHI 2026: LLM Agent Simulation for Policy, a workshop at CHI 2026 (CHI Conference on Human Factors in Computing Systems)

1. 其他LLM 12169 篇

Organizing a Society of Language Models: Structures and Mechanisms for Enhanced Collective Intelligence

Language Evolution for Evading Social Media Regulation via LLM-based Multi-agent Simulation

QANA: LLM-based Question Generation and Network Analysis for Zero-shot Key Point Analysis and Beyond

Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM

Elicitron: An LLM Agent-Based Simulation Framework for Design Requirements Elicitation

From Language Models to Practical Self-Improving Computer Agents

Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation

Auctions with LLM Summaries

"It's a Fair Game", or Is It? Examining How Users Navigate Disclosure Risks and Benefits When Using LLM-Based Conversational Agents

EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction

LLM-based Conversational AI Therapist for Daily Functioning Screening and Psychotherapeutic Intervention via Everyday Smart Devices

Search-based Optimisation of LLM Learning Shots for Story Point Estimation

Determinants of LLM-assisted Decision-Making

Decentralised Governance-Driven Architecture for Designing Foundation Model based Systems: Exploring the Role of Blockchain in Responsible AI

LASER: LLM Agent with State-Space Exploration for Web Navigation

Leveraging Generative Language Models for Weakly Supervised Sentence Component Analysis in Video-Language Joint Learning

Testing LLM performance on the Physics GRE: some observations

Incorporating LLM Priors into Tabular Learners

Danish Foundation Models

Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

EcoAssistant: Using LLM Assistant More Affordably and Accurately

A Fast Optimization View: Reformulating Single Layer Attention in LLM Based on Tensor and SVM Trick, and Solving It in Matrix Multiplication Time

Generative AI for Business Strategy: Using Foundation Models to Create Business Strategy Tools

Enhancing Trust in LLM-Based AI Automation Agents: New Considerations and Future Challenges

Towards Language Models That Can See: Computer Vision Through the LENS of Natural Language

Limits for Learning with Language Models

Unsupervised Human Activity Recognition through Two-stage Prompting with ChatGPT

Towards Better Few-Shot and Finetuning Performance with Forgetful Causal Language Models

P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts

Human-Simulation Interaction: From Prediction to Exploration in LLM Agent Simulations for Policy