语言大模型 / LLM - arXivDaily 专题

2411.10050 2024-11-18 cs.LG cs.AI 73%

Jal Anveshak: Prediction of fishing zones using fine-tuned LlaMa 2

Arnav Mejari, Maitreya Vaghulade, Paarshva Chitaliya, Arya Telang, Lynette D'mello

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

2411.07843 2024-11-13 cs.CL cs.AI 73%

Chain Association-based Attacking and Shielding Natural Language Processing Systems

Jiacheng Huang, Long Chen

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

2410.01548 2024-11-04 cs.CL cs.LG 73%

In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks

Dingzirui Wang, Xuanliang Zhang, Qiguang Chen, Longxu Dou, Xiao Xu, Rongyu Cao, Yingwei Ma, Qingfu Zhu, Wanxiang Che, Binhua Li, Fei Huang, Yongbin Li

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

2402.18551 2024-11-01 cs.LG cs.CL stat.ML 73%

Implicit Optimization Bias of Next-Token Prediction in Linear Models

Christos Thrampoulidis

专题命中其他LLM ：language model(abstract)；prompting(abstract)；分类 cs.CL、cs.LG

Comments v2: fixed typos and writing in various parts; updated figures and future-work section

2410.21317 2024-10-30 cond-mat.mtrl-sci cs.AI cs.CL 73%

MatExpert: Decomposing Materials Discovery by Mimicking Human Experts

Qianggang Ding, Santiago Miret, Bang Liu

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

2407.02518 2024-10-30 cs.SE cs.AI cs.CL cs.CR cs.MA cs.PL 73%

INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness

Hung Le, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Doyen Sahoo

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

Comments Accepted to The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024)

2410.20482 2024-10-29 cs.CL cs.AI cs.CV 73%

What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration

Libo Qin, Qiguang Chen, Hao Fei, Zhi Chen, Min Li, Wanxiang Che

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

Comments Accepted at NeurIPS 2024

2410.19974 2024-10-29 cs.LG cs.CL cs.IR 73%

Evaluating Cost-Accuracy Trade-offs in Multimodal Search Relevance Judgements

Silvia Terragni, Hoang Cuong, Joachim Daiber, Pallavi Gudipati, Pablo N. Mendes

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

Journal ref CIKM MMSR 2024

2410.19517 2024-10-28 cs.CL cs.LG 73%

Detection of Human and Machine-Authored Fake News in Urdu

Muhammad Zain Ali, Yuxia Wang, Bernhard Pfahringer, Tony Smith

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

2405.17264 2024-10-25 cs.CL cs.LG 73%

On the Noise Robustness of In-Context Learning for Text Generation

Hongfu Gao, Feipeng Zhang, Wenyu Jiang, Jun Shu, Feng Zheng, Hongxin Wei

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

Comments Accepted by NeurIPS 2024

2405.15116 2024-10-24 cs.LG cs.AI 73%

Quantifying the Gain in Weak-to-Strong Generalization

Moses Charikar, Chirag Pabbaraju, Kirankumar Shiragur

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

Comments 19 pages; NeurIPS 2024 camera-ready version with additional experiments, references and discussion

2410.15591 2024-10-22 cs.CL cs.AI 73%

AMPLE: Emotion-Aware Multimodal Fusion Prompt Learning for Fake News Detection

Xiaoman Xu, Xiangrun Li, Taihang Wang, Ye Jiang

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

2410.15572 2024-10-22 cs.CL cs.AI 73%

Leveraging Retrieval-Augmented Generation for Culturally Inclusive Hakka Chatbots: Design Insights and User Perceptions

Chen-Chi Chang, Han-Pi Chang, Hung-Shin Lee

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

Comments Accepted to IEEE RASSE 2024

2410.14026 2024-10-21 cs.CL cs.AI cs.CY cs.HC 73%

Generating Signed Language Instructions in Large-Scale Dialogue Systems

Mert İnan, Katherine Atwell, Anthony Sicilia, Lorna Quandt, Malihe Alikhani

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

Comments 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024) Industry Track

2410.12271 2024-10-17 cs.CL cs.AI 73%

Kallini et al. (2024) do not compare impossible languages with constituency-based ones

Tim Hunter

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

2405.13077 2024-10-17 cs.CR cs.AI cs.CL 73%

GPT-4 Jailbreaks Itself with Near-Perfect Success Using Self-Explanation

Govind Ramesh, Yao Dou, Wei Xu

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

Comments Accepted to EMNLP 2024 Main Conference

2402.11167 2024-10-17 cs.CL cs.AI 73%

ToBlend: Token-Level Blending With an Ensemble of LLMs to Attack AI-Generated Text Detection

Fan Huang, Haewoon Kwak, Jisun An

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

Comments Submitted to ARR Oct-2024 Cycle

2410.09649 2024-10-15 cs.CV cs.CL cs.LG 73%

Learning the Bitter Lesson: Empirical Evidence from 20 Years of CVPR Proceedings

Mojtaba Yousefi, Jack Collins

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

Comments NLP4Sceince Workshop, EMNLP 2024

2403.13583 2024-10-15 cs.SE cs.CL cs.LG 73%

CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing

Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang

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

Comments Accepted by EMNLP 2024 main conference, long paper

2305.17026 2024-10-11 cs.CL cs.LG 73%

How Powerful are Decoder-Only Transformer Neural Models?

Jesse Roberts

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

Comments Published in IJCNN 2024

2409.17683 2024-09-27 cs.CL cs.AI 73%

Zero- and Few-shot Named Entity Recognition and Text Expansion in Medication Prescriptions using ChatGPT

Natthanaphop Isaradech, Andrea Riedel, Wachiranun Sirikul, Markus Kreuzthaler, Stefan Schulz

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

2409.16618 2024-09-26 cs.CL cs.AI cs.CR 73%

Claim-Guided Textual Backdoor Attack for Practical Applications

Minkyoo Song, Hanna Kim, Jaehan Kim, Youngjin Jin, Seungwon Shin

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

Comments Under Review

2405.09439 2024-09-25 cs.CL cs.AI 73%

Facilitating Opinion Diversity through Hybrid NLP Approaches

Michiel van der Meer

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

Comments Accepted at NAACL 2024, Student Research Workshop

2409.12683 2024-09-20 cs.CL cs.AI 73%

Connecting Ideas in 'Lower-Resource' Scenarios: NLP for National Varieties, Creoles and Other Low-resource Scenarios

Aditya Joshi, Diptesh Kanojia, Heather Lent, Hour Kaing, Haiyue Song

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

Comments Selected as a full-day tutorial at COLING 2025

2409.12210 2024-09-20 cs.LG cs.AI 73%

Mixture of Diverse Size Experts

Manxi Sun, Wei Liu, Jian Luan, Pengzhi Gao, Bin Wang

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

2409.07503 2024-09-13 cs.CR cs.AI cs.CL 73%

AdaPPA: Adaptive Position Pre-Fill Jailbreak Attack Approach Targeting LLMs

Lijia Lv, Weigang Zhang, Xuehai Tang, Jie Wen, Feng Liu, Jizhong Han, Songlin Hu

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

2409.06949 2024-09-12 cs.CL cs.AI 73%

You Have Thirteen Hours in Which to Solve the Labyrinth: Enhancing AI Game Masters with Function Calling

Jaewoo Song, Andrew Zhu, Chris Callison-Burch

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

Comments Wordplay Workshop @ ACL 2024

2408.14772 2024-09-02 cs.CL cs.AI 73%

A global AI community requires language-diverse publishing

Haley Lepp, Parth Sarin

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

Comments Translations by Tianyu M. Fang (Mandarin Chinese), Michael Hardy (Guarani), Vandana Sarin and Vivek Sarin (Hindi), Roshna Omer Abdulrahman (Soranî Kurdish), Gabriel Poesia (Portuguese), and Matías Grinberg (Spanish). In the proceedings of the Global AI Cultures Workshop at the Twelfth International Conference on Learning Representations (ICLR) 2024, Vienna, Austria, May 7-11, 2024

2310.12404 2024-09-02 cs.SD cs.CL cs.HC cs.LG eess.AS 73%

Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing

Yixiao Zhang, Akira Maezawa, Gus Xia, Kazuhiko Yamamoto, Simon Dixon

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

Comments Source code and demo video are available at \url{https://sites.google.com/view/loop-copilot}

2408.11574 2024-08-22 cs.AI cs.CL 73%

Drama Engine: A Framework for Narrative Agents

Martin Pichlmair, Riddhi Raj, Charlene Putney

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

Comments 10 pages, 2 figures, 2 tables

1. 其他LLM 12266 篇

Jal Anveshak: Prediction of fishing zones using fine-tuned LlaMa 2

Chain Association-based Attacking and Shielding Natural Language Processing Systems

In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks

Implicit Optimization Bias of Next-Token Prediction in Linear Models

MatExpert: Decomposing Materials Discovery by Mimicking Human Experts

INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness

What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration

Evaluating Cost-Accuracy Trade-offs in Multimodal Search Relevance Judgements

Detection of Human and Machine-Authored Fake News in Urdu

On the Noise Robustness of In-Context Learning for Text Generation

Quantifying the Gain in Weak-to-Strong Generalization

AMPLE: Emotion-Aware Multimodal Fusion Prompt Learning for Fake News Detection

Leveraging Retrieval-Augmented Generation for Culturally Inclusive Hakka Chatbots: Design Insights and User Perceptions

Generating Signed Language Instructions in Large-Scale Dialogue Systems

Kallini et al. (2024) do not compare impossible languages with constituency-based ones

GPT-4 Jailbreaks Itself with Near-Perfect Success Using Self-Explanation

ToBlend: Token-Level Blending With an Ensemble of LLMs to Attack AI-Generated Text Detection

Learning the Bitter Lesson: Empirical Evidence from 20 Years of CVPR Proceedings

CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing

How Powerful are Decoder-Only Transformer Neural Models?

Zero- and Few-shot Named Entity Recognition and Text Expansion in Medication Prescriptions using ChatGPT

Claim-Guided Textual Backdoor Attack for Practical Applications

Facilitating Opinion Diversity through Hybrid NLP Approaches

Connecting Ideas in 'Lower-Resource' Scenarios: NLP for National Varieties, Creoles and Other Low-resource Scenarios

Mixture of Diverse Size Experts

AdaPPA: Adaptive Position Pre-Fill Jailbreak Attack Approach Targeting LLMs

You Have Thirteen Hours in Which to Solve the Labyrinth: Enhancing AI Game Masters with Function Calling

A global AI community requires language-diverse publishing

Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing

Drama Engine: A Framework for Narrative Agents