语言大模型 / LLM - arXivDaily 专题

2410.00334 2024-10-02 cs.CL cs.AI 84%

Preserving Generalization of Language models in Few-shot Continual Relation Extraction

Quyen Tran, Nguyen Xuan Thanh, Nguyen Hoang Anh, Nam Le Hai, Trung Le, Linh Van Ngo, Thien Huu Nguyen

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

Comments Accepted to EMNLP 2024

2409.19610 2024-10-01 cs.LG cs.CL cs.CV 84%

Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method

Bikang Pan, Wei Huang, Ye Shi

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

2409.11136 2024-09-18 cs.IR cs.CL cs.LG 84%

Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models

Orion Weller, Benjamin Van Durme, Dawn Lawrie, Ashwin Paranjape, Yuhao Zhang, Jack Hessel

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

2409.10579 2024-09-18 q-bio.QM cs.AI cs.LG 84%

Recent advances in deep learning and language models for studying the microbiome

Binghao Yan, Yunbi Nam, Lingyao Li, Rebecca A. Deek, Hongzhe Li, Siyuan Ma

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

2312.07887 2024-08-09 cs.CL cs.LG 84%

Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models

Junhao Zheng, Shengjie Qiu, Qianli Ma

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

Comments ACL 2024 main conference (Oral)

2407.15431 2024-07-23 cs.SI cs.AI cs.LG 84%

Pre-Training and Prompting for Few-Shot Node Classification on Text-Attributed Graphs

Huanjing Zhao, Beining Yang, Yukuo Cen, Junyu Ren, Chenhui Zhang, Yuxiao Dong, Evgeny Kharlamov, Shu Zhao, Jie Tang

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

Comments Accepted to KDD'24

2402.19449 2024-07-15 cs.LG cs.CL math.OC stat.ML 84%

Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent on Language Models

Frederik Kunstner, Robin Yadav, Alan Milligan, Mark Schmidt, Alberto Bietti

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

2405.11109 2024-07-02 cs.CR cs.AI cs.CL 84%

Watermarking Language Models for Many Adaptive Users

Aloni Cohen, Alexander Hoover, Gabe Schoenbach

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

Comments 39 pages

2405.09293 2024-07-02 cs.CL cs.AI 84%

Do language models capture implied discourse meanings? An investigation with exhaustivity implicatures of Korean morphology

Hagyeong Shin, Sean Trott

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

Comments Proceedings of the Society for Computation in Linguistics (SCiL) 2024, Association for Computational Linguistics (ACL) Anthology

2308.06873 2024-06-27 eess.AS cs.CL cs.LG cs.SD 84%

SpeechX: Neural Codec Language Model as a Versatile Speech Transformer

Xiaofei Wang, Manthan Thakker, Zhuo Chen, Naoyuki Kanda, Sefik Emre Eskimez, Sanyuan Chen, Min Tang, Shujie Liu, Jinyu Li, Takuya Yoshioka

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

Comments To appear in TASLP. See https://aka.ms/speechx for demo samples

2402.05929 2024-06-18 cs.AI cs.LG cs.RO 84%

An Interactive Agent Foundation Model

Zane Durante, Bidipta Sarkar, Ran Gong, Rohan Taori, Yusuke Noda, Paul Tang, Ehsan Adeli, Shrinidhi Kowshika Lakshmikanth, Kevin Schulman, Arnold Milstein, Demetri Terzopoulos, Ade Famoti, Noboru Kuno, Ashley Llorens, Hoi Vo, Katsu Ikeuchi, Li Fei-Fei, Jianfeng Gao, Naoki Wake, Qiuyuan Huang

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

2406.08269 2024-06-18 cs.FL cs.AI cs.LG 84%

Analyzing constrained LLM through PDFA-learning

Matías Carrasco, Franz Mayr, Sergio Yovine, Johny Kidd, Martín Iturbide, Juan Pedro da Silva, Alejo Garat

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

Comments Workshop Paper

2406.00548 2024-06-05 cs.LG cs.CL 84%

LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models

Tianci Liu, Haoyu Wang, Shiyang Wang, Yu Cheng, Jing Gao

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

2404.13402 2024-04-23 cs.CR cs.AI cs.CL 84%

Intrusion Detection at Scale with the Assistance of a Command-line Language Model

Jiongliang Lin, Yiwen Guo, Hao Chen

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

Comments Accepted by IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), industry track

2404.11797 2024-04-19 cs.CV cs.AI cs.LG 84%

When are Foundation Models Effective? Understanding the Suitability for Pixel-Level Classification Using Multispectral Imagery

Yiqun Xie, Zhihao Wang, Weiye Chen, Zhili Li, Xiaowei Jia, Yanhua Li, Ruichen Wang, Kangyang Chai, Ruohan Li, Sergii Skakun

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

2404.03073 2024-04-05 cs.CL cs.LG cs.SD eess.AS 84%

Mai Ho'omāuna i ka 'Ai: Language Models Improve Automatic Speech Recognition in Hawaiian

Kaavya Chaparala, Guido Zarrella, Bruce Torres Fischer, Larry Kimura, Oiwi Parker Jones

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

2309.07034 2024-02-09 cs.CL cs.AI 84%

Sensitivity, Performance, Robustness: Deconstructing the Effect of Sociodemographic Prompting

Tilman Beck, Hendrik Schuff, Anne Lauscher, Iryna Gurevych

专题命中其他LLM ：prompting(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments EACL 2024 camera-ready

2402.03719 2024-02-07 cs.CL cs.AI 84%

Empowering Language Models with Active Inquiry for Deeper Understanding

Jing-Cheng Pang, Heng-Bo Fan, Pengyuan Wang, Jia-Hao Xiao, Nan Tang, Si-Hang Yang, Chengxing Jia, Sheng-Jun Huang, Yang Yu

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

2401.08046 2024-01-17 cs.CL cs.AI 84%

Enhancing Robustness of LLM-Synthetic Text Detectors for Academic Writing: A Comprehensive Analysis

Zhicheng Dou, Yuchen Guo, Ching-Chun Chang, Huy H. Nguyen, Isao Echizen

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

2312.02213 2023-12-06 cs.LG cs.AI cs.DB stat.AP 84%

JarviX: A LLM No code Platform for Tabular Data Analysis and Optimization

Shang-Ching Liu, ShengKun Wang, Wenqi Lin, Chung-Wei Hsiung, Yi-Chen Hsieh, Yu-Ping Cheng, Sian-Hong Luo, Tsungyao Chang, Jianwei Zhang

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

2212.10696 2023-12-01 cs.CL cs.LG 84%

Analyzing Semantic Faithfulness of Language Models via Input Intervention on Question Answering

Akshay Chaturvedi, Swarnadeep Bhar, Soumadeep Saha, Utpal Garain, Nicholas Asher

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

Journal ref Computational Linguistics (2023)

2311.07583 2023-11-15 cs.CL cs.AI 84%

Cross-Dialect Sentence Transformation: A Comparative Analysis of Language Models for Adapting Sentences to British English

Shruti Dutta, Shashwat Mookherjee

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

Comments 6 pages, 5 tables

2311.04931 2023-11-10 cs.CL cs.AI 84%

GPT4All: An Ecosystem of Open Source Compressed Language Models

Yuvanesh Anand, Zach Nussbaum, Adam Treat, Aaron Miller, Richard Guo, Ben Schmidt, GPT4All Community, Brandon Duderstadt, Andriy Mulyar

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

Comments Accepted at NLP-OSS at EMNLP 2023

2306.01930 2023-11-01 cs.CL cs.AI 84%

Structural Similarities Between Language Models and Neural Response Measurements

Jiaang Li, Antonia Karamolegkou, Yova Kementchedjhieva, Mostafa Abdou, Sune Lehmann, Anders Søgaard

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

Comments NeurReps@NeurIPS 2023

2310.19177 2023-10-31 cs.CL cs.LG 84%

Robustifying Language Models with Test-Time Adaptation

Noah Thomas McDermott, Junfeng Yang, Chengzhi Mao

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

Comments 8 Pages 2 Figures Submitted to ICLR Workshop

2309.07755 2023-09-15 cs.CL cs.AI 84%

Generative AI Text Classification using Ensemble LLM Approaches

Harika Abburi, Michael Suesserman, Nirmala Pudota, Balaji Veeramani, Edward Bowen, Sanmitra Bhattacharya

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

2308.10741 2023-08-22 cs.LG cs.AI cs.CR 84%

On the Adversarial Robustness of Multi-Modal Foundation Models

Christian Schlarmann, Matthias Hein

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

Comments ICCV AROW 2023

2306.09194 2023-06-16 cs.CR cs.CL cs.LG 84%

Undetectable Watermarks for Language Models

Miranda Christ, Sam Gunn, Or Zamir

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

2305.10614 2023-06-06 cs.CL cs.AI 84%

Token-wise Decomposition of Autoregressive Language Model Hidden States for Analyzing Model Predictions

Byung-Doh Oh, William Schuler

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

Comments ACL 2023

2212.06801 2023-05-25 cs.CL cs.AI 84%

A fine-grained comparison of pragmatic language understanding in humans and language models

Jennifer Hu, Sammy Floyd, Olessia Jouravlev, Evelina Fedorenko, Edward Gibson

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

Comments ACL 2023 camera-ready version

1. 其他LLM 12169 篇

Preserving Generalization of Language models in Few-shot Continual Relation Extraction

Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method

Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models

Recent advances in deep learning and language models for studying the microbiome

Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models

Pre-Training and Prompting for Few-Shot Node Classification on Text-Attributed Graphs

Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent on Language Models

Watermarking Language Models for Many Adaptive Users

Do language models capture implied discourse meanings? An investigation with exhaustivity implicatures of Korean morphology

SpeechX: Neural Codec Language Model as a Versatile Speech Transformer

An Interactive Agent Foundation Model

Analyzing constrained LLM through PDFA-learning

LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models

Intrusion Detection at Scale with the Assistance of a Command-line Language Model

When are Foundation Models Effective? Understanding the Suitability for Pixel-Level Classification Using Multispectral Imagery

Mai Ho'omāuna i ka 'Ai: Language Models Improve Automatic Speech Recognition in Hawaiian

Sensitivity, Performance, Robustness: Deconstructing the Effect of Sociodemographic Prompting

Empowering Language Models with Active Inquiry for Deeper Understanding

Enhancing Robustness of LLM-Synthetic Text Detectors for Academic Writing: A Comprehensive Analysis

JarviX: A LLM No code Platform for Tabular Data Analysis and Optimization

Analyzing Semantic Faithfulness of Language Models via Input Intervention on Question Answering

Cross-Dialect Sentence Transformation: A Comparative Analysis of Language Models for Adapting Sentences to British English

GPT4All: An Ecosystem of Open Source Compressed Language Models

Structural Similarities Between Language Models and Neural Response Measurements

Robustifying Language Models with Test-Time Adaptation

Generative AI Text Classification using Ensemble LLM Approaches

On the Adversarial Robustness of Multi-Modal Foundation Models

Undetectable Watermarks for Language Models

Token-wise Decomposition of Autoregressive Language Model Hidden States for Analyzing Model Predictions

A fine-grained comparison of pragmatic language understanding in humans and language models