语言大模型 / LLM - arXivDaily 专题

2410.13765 2025-02-07 cs.CL cs.IR 88%

Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval

Yu Xia, Junda Wu, Sungchul Kim, Tong Yu, Ryan A. Rossi, Haoliang Wang, Julian McAuley

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments NAACL 2025

2406.13718 2025-01-29 cs.CL 88%

Evaluating Large Language Models along Dimensions of Language Variation: A Systematik Invesdigatiom uv Cross-lingual Generalization

Niyati Bafna, Kenton Murray, David Yarowsky

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments 21 pages. In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

2412.14809 2025-01-27 cs.CL 88%

ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis

Zeao Tu, Xiangdi Meng, Yu He, Zihan Yao, Tianyu Qi, Jun Liu, Ming Li

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Accepted by NAACL 2025 Findings

2412.09460 2025-01-27 cs.CL 88%

The Impact of Copyrighted Material on Large Language Models: A Norwegian Perspective

Javier de la Rosa, Vladislav Mikhailov, Lemei Zhang, Freddy Wetjen, David Samuel, Peng Liu, Rolv-Arild Braaten, Petter Mæhlum, Magnus Breder Birkenes, Andrey Kutuzov, Tita Enstad, Hans Christian Farsethås, Svein Arne Brygfjeld, Jon Atle Gulla, Stephan Oepen, Erik Velldal, Wilfred Østgulen, Liljia Øvrelid, Aslak Sira Myhre

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments 17 pages, 5 figures, 8 tables. Accepted at NoDaLiDa/Baltic-HLT 2025

2409.09659 2025-01-22 cs.CL 88%

Leveraging Open-Source Large Language Models for Native Language Identification

Yee Man Ng, Ilia Markov

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2410.13641 2024-12-17 cs.CL 88%

An Active Learning Framework for Inclusive Generation by Large Language Models

Sabit Hassan, Anthony Sicilia, Malihe Alikhani

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments COLING, 2025

2402.08966 2024-12-16 cs.CV cs.CL 88%

Pretraining Vision-Language Model for Difference Visual Question Answering in Longitudinal Chest X-rays

Yeongjae Cho, Taehee Kim, Heejun Shin, Sungzoon Cho, Dongmyung Shin

专题命中预训练与数据：language model(title,abstract)；pretraining(title,abstract)；分类 cs.CL

2407.06125 2024-12-03 cs.HC cs.AI 88%

Depression Detection and Analysis using Large Language Models on Textual and Audio-Visual Modalities

Chayan Tank, Sarthak Pol, Vinayak Katoch, Shaina Mehta, Avinash Anand, Rajiv Ratn Shah

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

Comments 12 pages, 9 figures, 9 tables

2411.18940 2024-12-02 cs.CL 88%

Rephrasing Electronic Health Records for Pretraining Clinical Language Models

Jinghui Liu, Anthony Nguyen

专题命中预训练与数据：language model(title,abstract)；pretraining(title,abstract)；分类 cs.CL

2410.01285 2024-11-20 cs.CL 88%

Enhancing Training Data Attribution for Large Language Models with Fitting Error Consideration

Kangxi Wu, Liang Pang, Huawei Shen, Xueqi Cheng

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Accepted to the EMNLP 2024 main

2312.07141 2024-11-20 cs.CL 88%

Multilingual large language models leak human stereotypes across language boundaries

Yang Trista Cao, Anna Sotnikova, Jieyu Zhao, Linda X. Zou, Rachel Rudinger, Hal Daume

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2406.11214 2024-11-15 cs.CL 88%

Problematic Tokens: Tokenizer Bias in Large Language Models

Jin Yang, Zhiqiang Wang, Yanbin Lin, Zunduo Zhao

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments 11th IEEE Special session on Privacy and Security of Big Data (PSBD 2024)

2411.07715 2024-11-13 cs.AI 88%

Training Data for Large Language Model

Yiming Ju, Huanhuan Ma

专题命中预训练与数据：language model(title,abstract)；large language model(title)；pretraining(abstract)；分类 cs.AI

Comments in Chinese language

2410.14479 2024-10-21 cs.CR cs.LG 88%

Backdoored Retrievers for Prompt Injection Attacks on Retrieval Augmented Generation of Large Language Models

Cody Clop, Yannick Teglia

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.LG

Comments 12 pages, 5 figures

2410.11451 2024-10-16 cs.CL 88%

Tending Towards Stability: Convergence Challenges in Small Language Models

Richard Diehl Martinez, Pietro Lesci, Paula Buttery

专题命中预训练与数据：language model(title,abstract)；small language model(title)；pretraining(abstract)；分类 cs.CL

2410.11084 2024-10-16 cs.CL 88%

Gender Bias in Decision-Making with Large Language Models: A Study of Relationship Conflicts

Sharon Levy, William D. Adler, Tahilin Sanchez Karver, Mark Dredze, Michelle R. Kaufman

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments EMNLP Findings 2024

2410.10323 2024-10-15 cs.CL 88%

MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media

Wei Zhai, Nan Bai, Qing Zhao, Jianqiang Li, Fan Wang, Hongzhi Qi, Meng Jiang, Xiaoqin Wang, Bing Xiang Yang, Guanghui Fu

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2410.10303 2024-10-15 cs.CL 88%

A Comparative Study of Translation Bias and Accuracy in Multilingual Large Language Models for Cross-Language Claim Verification

Aryan Singhal, Veronica Shao, Gary Sun, Ryan Ding, Jonathan Lu, Kevin Zhu

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Accepted to ATTRIB @ NeurIPS 2024

2407.15489 2024-10-08 cs.CL 88%

A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives

Zihao Li, Shaoxiong Ji, Timothee Mickus, Vincent Segonne, Jörg Tiedemann

专题命中预训练与数据：language model(title,abstract)；pretraining(title,abstract)；分类 cs.CL

Comments Proceedings of EMNLP 2024

2410.03341 2024-10-07 cs.CL 88%

Zero-Shot Fact Verification via Natural Logic and Large Language Models

Marek Strong, Rami Aly, Andreas Vlachos

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Accepted to EMNLP 2024

2409.12278 2024-10-04 cs.CL 88%

Making Large Language Models into World Models with Precondition and Effect Knowledge

Kaige Xie, Ian Yang, John Gunerli, Mark Riedl

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2408.03560 2024-10-04 cs.LG stat.ML 88%

In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models

Ayrton San Joaquin, Bin Wang, Zhengyuan Liu, Nicholas Asher, Brian Lim, Philippe Muller, Nancy F. Chen

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.LG

Comments EMNLP 2024 - Findings

2410.01708 2024-10-03 cs.CL cs.SI 88%

Examining the Role of Relationship Alignment in Large Language Models

Kristen M. Altenburger, Hongda Jiang, Robert E. Kraut, Yi-Chia Wang, Jane Dwivedi-Yu

专题命中预训练与数据：large language model(title)；language model(title)；LLM(abstract)；prompting(abstract)

2409.17391 2024-09-30 cs.CL 88%

Scaling Behavior for Large Language Models regarding Numeral Systems: An Example using Pythia

Zhejian Zhou, Jiayu Wang, Dahua Lin, Kai Chen

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments EMNLP 2024 Findings

2409.17527 2024-09-27 cs.CL 88%

Data Proportion Detection for Optimized Data Management for Large Language Models

Hao Liang, Keshi Zhao, Yajie Yang, Bin Cui, Guosheng Dong, Zenan Zhou, Wentao Zhang

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2310.12537 2024-09-23 cs.CL 88%

ExtractGPT: Exploring the Potential of Large Language Models for Product Attribute Value Extraction

Alexander Brinkmann, Roee Shraga, Christian Bizer

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2409.12695 2024-09-20 cs.CL cs.IR 88%

Exploring Large Language Models for Product Attribute Value Identification

Kassem Sabeh, Mouna Kacimi, Johann Gamper, Robert Litschko, Barbara Plank

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2407.00454 2024-09-18 cs.CL 88%

Self-Translate-Train: Enhancing Cross-Lingual Transfer of Large Language Models via Inherent Capability

Ryokan Ri, Shun Kiyono, Sho Takase

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2402.06120 2024-09-06 cs.CL 88%

Exploring Group and Symmetry Principles in Large Language Models

Shima Imani, Hamid Palangi

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2408.17024 2024-09-04 cs.CL 88%

InkubaLM: A small language model for low-resource African languages

Atnafu Lambebo Tonja, Bonaventure F. P. Dossou, Jessica Ojo, Jenalea Rajab, Fadel Thior, Eric Peter Wairagala, Anuoluwapo Aremu, Pelonomi Moiloa, Jade Abbott, Vukosi Marivate, Benjamin Rosman

专题命中预训练与数据：language model(title,abstract)；small language model(title,abstract)；分类 cs.CL

1. 预训练与数据 12403 篇

Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval

Evaluating Large Language Models along Dimensions of Language Variation: A Systematik Invesdigatiom uv Cross-lingual Generalization

ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis

The Impact of Copyrighted Material on Large Language Models: A Norwegian Perspective

Leveraging Open-Source Large Language Models for Native Language Identification

An Active Learning Framework for Inclusive Generation by Large Language Models

Pretraining Vision-Language Model for Difference Visual Question Answering in Longitudinal Chest X-rays

Depression Detection and Analysis using Large Language Models on Textual and Audio-Visual Modalities

Rephrasing Electronic Health Records for Pretraining Clinical Language Models

Enhancing Training Data Attribution for Large Language Models with Fitting Error Consideration

Multilingual large language models leak human stereotypes across language boundaries

Problematic Tokens: Tokenizer Bias in Large Language Models

Training Data for Large Language Model

Backdoored Retrievers for Prompt Injection Attacks on Retrieval Augmented Generation of Large Language Models

Tending Towards Stability: Convergence Challenges in Small Language Models

Gender Bias in Decision-Making with Large Language Models: A Study of Relationship Conflicts

MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media

A Comparative Study of Translation Bias and Accuracy in Multilingual Large Language Models for Cross-Language Claim Verification

A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives

Zero-Shot Fact Verification via Natural Logic and Large Language Models

Making Large Language Models into World Models with Precondition and Effect Knowledge

In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models

Examining the Role of Relationship Alignment in Large Language Models

Scaling Behavior for Large Language Models regarding Numeral Systems: An Example using Pythia

Data Proportion Detection for Optimized Data Management for Large Language Models

ExtractGPT: Exploring the Potential of Large Language Models for Product Attribute Value Extraction

Exploring Large Language Models for Product Attribute Value Identification

Self-Translate-Train: Enhancing Cross-Lingual Transfer of Large Language Models via Inherent Capability

Exploring Group and Symmetry Principles in Large Language Models

InkubaLM: A small language model for low-resource African languages