语言大模型 / LLM - arXivDaily 专题

2404.18077 2024-07-18 cs.NI cs.LG 89%

Generative AI for Low-Carbon Artificial Intelligence of Things with Large Language Models

Jinbo Wen, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Hongyang Du, Yang Zhang, Zhu Han

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

2407.10162 2024-07-16 cs.AI 89%

ChatLogic: Integrating Logic Programming with Large Language Models for Multi-Step Reasoning

Zhongsheng Wang, Jiamou Liu, Qiming Bao, Hongfei Rong, Jingfeng Zhang

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

Comments 8 pages, 3 figures. This paper has been accepted by WCCI IJCNN 2024

2407.09506 2024-07-16 cs.CL 89%

Integrating Large Language Models with Graph-based Reasoning for Conversational Question Answering

Parag Jain, Mirella Lapata

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

2407.08842 2024-07-15 cs.CL 89%

Evaluating Nuanced Bias in Large Language Model Free Response Answers

Jennifer Healey, Laurie Byrum, Md Nadeem Akhtar, Moumita Sinha

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

Comments 14 pages, 0 figures, submitted to NLDB 2024, Turin, Italy

2407.08550 2024-07-12 cs.AI cs.ET cs.MA cs.RO cs.SY eess.SY 89%

Incorporating Large Language Models into Production Systems for Enhanced Task Automation and Flexibility

Yuchen Xia, Jize Zhang, Nasser Jazdi, Michael Weyrich

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

2406.02301 2024-07-11 cs.CL 89%

mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models

Huiyuan Lai, Malvina Nissim

专题命中推理与问题求解：language model(title,abstract)；instruction tuning(title,abstract)；large language model(abstract)；分类 cs.CL

Comments Accepted to ACL 2024 main (Corrected Figure 2 (a))

2407.06157 2024-07-09 cs.CV cs.AI 89%

Temporal Grounding of Activities using Multimodal Large Language Models

Young Chol Song

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

2302.01560 2024-07-09 cs.AI 89%

Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents

Zihao Wang, Shaofei Cai, Guanzhou Chen, Anji Liu, Xiaojian Ma, Yitao Liang

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

Comments NeurIPS 2023

2407.03453 2024-07-08 cs.CR cs.CY cs.LG stat.AP 89%

On Large Language Models in National Security Applications

William N. Caballero, Phillip R. Jenkins

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

Comments 20 pages

2407.02220 2024-07-08 cs.RO cs.AI 89%

Embodied AI in Mobile Robots: Coverage Path Planning with Large Language Models

Xiangrui Kong, Wenxiao Zhang, Jin Hong, Thomas Braunl

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

Comments 7 pages, 2 figures, conference

2406.17271 2024-06-26 cs.CL 89%

DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph

Zhehao Zhang, Jiaao Chen, Diyi Yang

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

2406.16441 2024-06-25 cs.CL 89%

UniCoder: Scaling Code Large Language Model via Universal Code

Tao Sun, Linzheng Chai, Jian Yang, Yuwei Yin, Hongcheng Guo, Jiaheng Liu, Bing Wang, Liqun Yang, Zhoujun Li

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

Comments Accepted by ACL 2024 (Main)

2305.14318 2024-06-24 cs.CL 89%

CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models

Cheng Qian, Chi Han, Yi R. Fung, Yujia Qin, Zhiyuan Liu, Heng Ji

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

Comments Findings of EMNLP 2023

2406.12360 2024-06-19 cs.LG 89%

UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models

Yue Jiang, Qin Chao, Yile Chen, Xiucheng Li, Shuai Liu, Gao Cong

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

Comments Submitted for EMNLP 2024

2403.19322 2024-06-19 cs.CV cs.CL 89%

Plug-and-Play Grounding of Reasoning in Multimodal Large Language Models

Jiaxing Chen, Yuxuan Liu, Dehu Li, Xiang An, Weimo Deng, Ziyong Feng, Yongle Zhao, Yin Xie

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

Comments 15 pages, 8 figures

2312.11865 2024-06-19 cs.AI 89%

Large Language Models Play StarCraft II: Benchmarks and A Chain of Summarization Approach

Weiyu Ma, Qirui Mi, Yongcheng Zeng, Xue Yan, Yuqiao Wu, Runji Lin, Haifeng Zhang, Jun Wang

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

2406.11020 2024-06-18 cs.CL 89%

RUPBench: Benchmarking Reasoning Under Perturbations for Robustness Evaluation in Large Language Models

Yuqing Wang, Yun Zhao

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

Comments In submission; Data and code are available at: https://github.com/EternityYW/RUPBench

2310.11532 2024-06-18 cs.CL eess.AS 89%

Multi-stage Large Language Model Correction for Speech Recognition

Jie Pu, Thai-Son Nguyen, Sebastian Stüker

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

2406.10196 2024-06-17 cs.AI 89%

TRIP-PAL: Travel Planning with Guarantees by Combining Large Language Models and Automated Planners

Tomas de la Rosa, Sriram Gopalakrishnan, Alberto Pozanco, Zhen Zeng, Daniel Borrajo

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

Comments 9 pages, 5 figures

2311.07532 2024-06-11 cs.CL 89%

It's Not Easy Being Wrong: Large Language Models Struggle with Process of Elimination Reasoning

Nishant Balepur, Shramay Palta, Rachel Rudinger

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

Comments ACL 2024 (Findings)

2406.04615 2024-06-10 eess.AS cs.CL cs.SD 89%

What do MLLMs hear? Examining reasoning with text and sound components in Multimodal Large Language Models

Enis Berk Çoban, Michael I. Mandel, Johanna Devaney

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

Comments 9 pages

2402.07408 2024-06-06 cs.CR cs.AI 89%

Large Language Models are Few-shot Generators: Proposing Hybrid Prompt Algorithm To Generate Webshell Escape Samples

Mingrui Ma, Lansheng Han, Chunjie Zhou

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

Comments 21 pages, 17 figures

2406.00806 2024-06-04 cs.LG 89%

Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection

Chentao Cao, Zhun Zhong, Zhanke Zhou, Yang Liu, Tongliang Liu, Bo Han

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

Comments ICML 2024

2405.19850 2024-05-31 cs.AI 89%

Deciphering Human Mobility: Inferring Semantics of Trajectories with Large Language Models

Yuxiao Luo, Zhongcai Cao, Xin Jin, Kang Liu, Ling Yin

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

2402.17453 2024-05-29 cs.LG 89%

DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning

Siyuan Guo, Cheng Deng, Ying Wen, Hechang Chen, Yi Chang, Jun Wang

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

Comments Accepted by ICML 2024

2405.12939 2024-05-22 cs.CL 89%

Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models

Zhangyue Yin, Qiushi Sun, Qipeng Guo, Zhiyuan Zeng, Xiaonan Li, Tianxiang Sun, Cheng Chang, Qinyuan Cheng, Ding Wang, Xiaofeng Mou, Xipeng Qiu, XuanJing Huang

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

Comments 17 pages, 14 figures, accepted by LREC-COLING 2024

2404.09491 2024-05-07 cs.LG 89%

Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning

Sungwon Han, Jinsung Yoon, Sercan O Arik, Tomas Pfister

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

Comments Accepted to ICML, 2024

2312.09801 2024-05-02 cs.CL 89%

ProCoT: Stimulating Critical Thinking and Writing of Students through Engagement with Large Language Models (LLMs)

Tosin Adewumi, Lama Alkhaled, Claudia Buck, Sergio Hernandez, Saga Brilioth, Mkpe Kekung, Yelvin Ragimov, Elisa Barney

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

Comments 8 pages, 4 figures

2404.12901 2024-04-30 cs.NI cs.AI 89%

Large Language Models for Networking: Workflow, Advances and Challenges

Chang Liu, Xiaohui Xie, Xinggong Zhang, Yong Cui

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

2404.17460 2024-04-29 cs.CL 89%

Ruffle&Riley: Insights from Designing and Evaluating a Large Language Model-Based Conversational Tutoring System

Robin Schmucker, Meng Xia, Amos Azaria, Tom Mitchell

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

Comments arXiv admin note: substantial text overlap with arXiv:2310.01420

1. 推理与问题求解 18810 篇

Generative AI for Low-Carbon Artificial Intelligence of Things with Large Language Models

ChatLogic: Integrating Logic Programming with Large Language Models for Multi-Step Reasoning

Integrating Large Language Models with Graph-based Reasoning for Conversational Question Answering

Evaluating Nuanced Bias in Large Language Model Free Response Answers

Incorporating Large Language Models into Production Systems for Enhanced Task Automation and Flexibility

mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models

Temporal Grounding of Activities using Multimodal Large Language Models

Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents

On Large Language Models in National Security Applications

Embodied AI in Mobile Robots: Coverage Path Planning with Large Language Models

DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph

UniCoder: Scaling Code Large Language Model via Universal Code

CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models

UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models

Plug-and-Play Grounding of Reasoning in Multimodal Large Language Models

Large Language Models Play StarCraft II: Benchmarks and A Chain of Summarization Approach

RUPBench: Benchmarking Reasoning Under Perturbations for Robustness Evaluation in Large Language Models

Multi-stage Large Language Model Correction for Speech Recognition

TRIP-PAL: Travel Planning with Guarantees by Combining Large Language Models and Automated Planners

It's Not Easy Being Wrong: Large Language Models Struggle with Process of Elimination Reasoning

What do MLLMs hear? Examining reasoning with text and sound components in Multimodal Large Language Models

Large Language Models are Few-shot Generators: Proposing Hybrid Prompt Algorithm To Generate Webshell Escape Samples

Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection

Deciphering Human Mobility: Inferring Semantics of Trajectories with Large Language Models

DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning

Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models

Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning

ProCoT: Stimulating Critical Thinking and Writing of Students through Engagement with Large Language Models (LLMs)

Large Language Models for Networking: Workflow, Advances and Challenges

Ruffle&Riley: Insights from Designing and Evaluating a Large Language Model-Based Conversational Tutoring System