语言大模型 / LLM - arXivDaily 专题

2409.15706 2024-09-25 cs.HC cs.AI 89%

Improving Emotional Support Delivery in Text-Based Community Safety Reporting Using Large Language Models

Yiren Liu, Yerong Li, Ryan Mayfield, Yun Huang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2409.15334 2024-09-25 cs.CL 89%

Evaluating Large Language Models with Tests of Spanish as a Foreign Language: Pass or Fail?

Marina Mayor-Rocher, Nina Melero, Elena Merino-Gómez, María Grandury, Javier Conde, Pedro Reviriego

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

2407.01909 2024-09-25 cs.CL cs.SD eess.AS 89%

Pinyin Regularization in Error Correction for Chinese Speech Recognition with Large Language Models

Zhiyuan Tang, Dong Wang, Shen Huang, Shidong Shang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL

Comments Interspeech 2024

2406.03882 2024-09-25 cs.CL cs.SD eess.AS 89%

Spontaneous Speech-Based Suicide Risk Detection Using Whisper and Large Language Models

Ziyun Cui, Chang Lei, Wen Wu, Yinan Duan, Diyang Qu, Ji Wu, Runsen Chen, Chao Zhang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments Accepted by Interspeech 2024

2409.14997 2024-09-24 cs.CL 89%

Enhancing Aspect-based Sentiment Analysis in Tourism Using Large Language Models and Positional Information

Chun Xu, Mengmeng Wang, Yan Ren, Shaolin Zhu

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments 19 pages, 17 figures

2402.06853 2024-09-24 cs.CL 89%

History, Development, and Principles of Large Language Models-An Introductory Survey

Zichong Wang, Zhibo Chu, Thang Viet Doan, Shiwen Ni, Min Yang, Wenbin Zhang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

2409.14473 2024-09-24 cs.CE cs.CL 89%

A Large Language Model and Denoising Diffusion Framework for Targeted Design of Microstructures with Commands in Natural Language

Nikita Kartashov, Nikolaos N. Vlassis

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments 29 pages, 15 figures

2409.14371 2024-09-24 cs.CL 89%

The Ability of Large Language Models to Evaluate Constraint-satisfaction in Agent Responses to Open-ended Requests

Lior Madmoni, Amir Zait, Ilia Labzovsky, Danny Karmon

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL

2407.05216 2024-09-24 cs.CL 89%

Large Language Model as an Assignment Evaluator: Insights, Feedback, and Challenges in a 1000+ Student Course

Cheng-Han Chiang, Wei-Chih Chen, Chun-Yi Kuan, Chienchou Yang, Hung-yi Lee

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments EMNLP 2024 main conference paper. An empirical report of our course: Introduction to Generative AI 2024 Spring (https://speech.ee.ntu.edu.tw/~hylee/genai/2024-spring.php)

2405.07938 2024-09-24 cs.CL 89%

EconLogicQA: A Question-Answering Benchmark for Evaluating Large Language Models in Economic Sequential Reasoning

Yinzhu Quan, Zefang Liu

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

2403.01133 2024-09-24 cs.LG eess.SP 89%

Evaluating Large Language Models as Virtual Annotators for Time-series Physical Sensing Data

Aritra Hota, Soumyajit Chatterjee, Sandip Chakraborty

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.LG

Journal ref ACM Transactions on Intelligent Systems and Technology 2024

2404.13940 2024-09-23 cs.CL 89%

A User-Centric Multi-Intent Benchmark for Evaluating Large Language Models

Jiayin Wang, Fengran Mo, Weizhi Ma, Peijie Sun, Min Zhang, Jian-Yun Nie

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

2409.09054 2024-09-17 cs.SE cs.AI cs.PL 89%

Evaluating the Performance of Large Language Models in Competitive Programming: A Multi-Year, Multi-Grade Analysis

Adrian Marius Dumitran, Adrian Catalin Badea, Stefan-Gabriel Muscalu

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments 7 pages, Inista 2024

2403.07556 2024-09-16 cs.CL 89%

Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts

Tian Yu, Shaolei Zhang, Yang Feng

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments Accepted to ACL 2024 Findings. Code is available at: https://github.com/ictnlp/TACS

2405.02219 2024-09-12 cs.IR cs.AI 89%

A Normative Framework for Benchmarking Consumer Fairness in Large Language Model Recommender System

Yashar Deldjoo, Fatemeh Nazary

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2406.16528 2024-09-11 cs.CL 89%

Evaluating the Ability of Large Language Models to Reason about Cardinal Directions

Anthony G Cohn, Robert E Blackwell

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments 9 pages, 3 figures, 1 table. Short paper accepted by COSIT 24, The 16th Conference on Spatial Information Theory

2310.15991 2024-09-06 cs.SE cs.LG cs.PL 89%

WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models

Chenyuan Yang, Yinlin Deng, Runyu Lu, Jiayi Yao, Jiawei Liu, Reyhaneh Jabbarvand, Lingming Zhang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.LG

Comments Published in OOPSLA 2024

Journal ref Proc. ACM Program. Lang., Vol. 8, No. OOPSLA2, Article 296. Publication date: October 2024

2409.00202 2024-09-04 cs.CL 89%

The creative psychometric item generator: a framework for item generation and validation using large language models

Antonio Laverghetta, Simone Luchini, Averie Linell, Roni Reiter-Palmon, Roger Beaty

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments CREAI 2024

2409.00089 2024-09-04 cs.CR cs.AI 89%

Watermarking Techniques for Large Language Models: A Survey

Yuqing Liang, Jiancheng Xiao, Wensheng Gan, Philip S. Yu

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments Preprint. 19 figures, 7 tables

2408.17431 2024-09-02 eess.AS cs.AI 89%

Advancing Multi-talker ASR Performance with Large Language Models

Mohan Shi, Zengrui Jin, Yaoxun Xu, Yong Xu, Shi-Xiong Zhang, Kun Wei, Yiwen Shao, Chunlei Zhang, Dong Yu

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments 8 pages, accepted by IEEE SLT 2024

2408.16740 2024-08-30 cs.CL 89%

Theoretical and Methodological Framework for Studying Texts Produced by Large Language Models

Jiří Milička

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

2405.05418 2024-08-30 cs.CL 89%

Mitigating Exaggerated Safety in Large Language Models

Ruchira Ray, Ruchi Bhalani

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL

Comments 17 pages, 8 figures, 2 tables

2309.11911 2024-08-30 cs.CL 89%

InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models

Shanglin Lei, Guanting Dong, Xiaoping Wang, Keheng Wang, Runqi Qiao, Sirui Wang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

2408.14834 2024-08-28 cs.SE cs.AI 89%

Strategic Optimization and Challenges of Large Language Models in Object-Oriented Programming

Zinan Wang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments 10 pages

2406.05885 2024-08-28 cs.CL 89%

Are Large Language Models Actually Good at Text Style Transfer?

Sourabrata Mukherjee, Atul Kr. Ojha, Ondřej Dušek

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL

2406.07595 2024-08-22 cs.CR cs.AI cs.SE 89%

VulDetectBench: Evaluating the Deep Capability of Vulnerability Detection with Large Language Models

Yu Liu, Lang Gao, Mingxin Yang, Yu Xie, Ping Chen, Xiaojin Zhang, Wei Chen

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2408.11043 2024-08-21 cs.CY cs.AI 89%

Reconciling Methodological Paradigms: Employing Large Language Models as Novice Qualitative Research Assistants in Talent Management Research

Sreyoshi Bhaduri, Satya Kapoor, Alex Gil, Anshul Mittal, Rutu Mulkar

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments Accepted to KDD '24 workshop on Talent Management and Computing (TMC 2024). 9 pages

2408.10357 2024-08-21 cs.CL cs.IR 89%

Beyond Relevant Documents: A Knowledge-Intensive Approach for Query-Focused Summarization using Large Language Models

Weijia Zhang, Jia-Hong Huang, Svitlana Vakulenko, Yumo Xu, Thilina Rajapakse, Evangelos Kanoulas

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments Accepted by the 27th International Conference on Pattern Recognition (ICPR 2024)

2406.08068 2024-08-19 cs.CL 89%

Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey

Hao Yang, Yanyan Zhao, Yang Wu, Shilong Wang, Tian Zheng, Hongbo Zhang, Zongyang Ma, Wanxiang Che, Bing Qin

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments arXiv admin note: text overlap with arXiv:2210.14556 by other authors

2408.07884 2024-08-16 cs.CL 89%

Instruct Large Language Models to Generate Scientific Literature Survey Step by Step

Yuxuan Lai, Yupeng Wu, Yidan Wang, Wenpeng Hu, Chen Zheng

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments NLPCC 2024

1. 评测与基准 32207 篇

Improving Emotional Support Delivery in Text-Based Community Safety Reporting Using Large Language Models

Evaluating Large Language Models with Tests of Spanish as a Foreign Language: Pass or Fail?

Pinyin Regularization in Error Correction for Chinese Speech Recognition with Large Language Models

Spontaneous Speech-Based Suicide Risk Detection Using Whisper and Large Language Models

Enhancing Aspect-based Sentiment Analysis in Tourism Using Large Language Models and Positional Information

History, Development, and Principles of Large Language Models-An Introductory Survey

A Large Language Model and Denoising Diffusion Framework for Targeted Design of Microstructures with Commands in Natural Language

The Ability of Large Language Models to Evaluate Constraint-satisfaction in Agent Responses to Open-ended Requests

Large Language Model as an Assignment Evaluator: Insights, Feedback, and Challenges in a 1000+ Student Course

EconLogicQA: A Question-Answering Benchmark for Evaluating Large Language Models in Economic Sequential Reasoning

Evaluating Large Language Models as Virtual Annotators for Time-series Physical Sensing Data

A User-Centric Multi-Intent Benchmark for Evaluating Large Language Models

Evaluating the Performance of Large Language Models in Competitive Programming: A Multi-Year, Multi-Grade Analysis

Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts

A Normative Framework for Benchmarking Consumer Fairness in Large Language Model Recommender System

Evaluating the Ability of Large Language Models to Reason about Cardinal Directions

WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models

The creative psychometric item generator: a framework for item generation and validation using large language models

Watermarking Techniques for Large Language Models: A Survey

Advancing Multi-talker ASR Performance with Large Language Models

Theoretical and Methodological Framework for Studying Texts Produced by Large Language Models

Mitigating Exaggerated Safety in Large Language Models

InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models

Strategic Optimization and Challenges of Large Language Models in Object-Oriented Programming

Are Large Language Models Actually Good at Text Style Transfer?

VulDetectBench: Evaluating the Deep Capability of Vulnerability Detection with Large Language Models

Reconciling Methodological Paradigms: Employing Large Language Models as Novice Qualitative Research Assistants in Talent Management Research

Beyond Relevant Documents: A Knowledge-Intensive Approach for Query-Focused Summarization using Large Language Models

Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey

Instruct Large Language Models to Generate Scientific Literature Survey Step by Step