语言大模型 / LLM - arXivDaily 专题

2402.16192 2024-03-01 cs.CL 88%

Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing

Jiabao Ji, Bairu Hou, Alexander Robey, George J. Pappas, Hamed Hassani, Yang Zhang, Eric Wong, Shiyu Chang

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments 37 pages

2309.07251 2024-02-21 cs.CL 88%

In-Contextual Gender Bias Suppression for Large Language Models

Daisuke Oba, Masahiro Kaneko, Danushka Bollegala

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments EACL 2024 Findings - Long Paper

2402.11455 2024-02-20 cs.CL 88%

LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks

Hanqing Wang, Bowen Ping, Shuo Wang, Xu Han, Yun Chen, Zhiyuan Liu, Maosong Sun

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Work in Progress

2311.08011 2024-02-19 cs.CL 88%

Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models

Shiwen Ni, Dingwei Chen, Chengming Li, Xiping Hu, Ruifeng Xu, Min Yang

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2308.13111 2024-02-07 cs.LG 88%

Bayesian Low-rank Adaptation for Large Language Models

Adam X. Yang, Maxime Robeyns, Xi Wang, Laurence Aitchison

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.LG

2402.01117 2024-02-05 cs.CL cs.DB cs.HC 88%

DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models

Mohammadreza Pourreza, Davood Rafiei

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2401.06320 2024-02-02 cs.IR cs.CL 88%

Zero-shot Generative Large Language Models for Systematic Review Screening Automation

Shuai Wang, Harrisen Scells, Shengyao Zhuang, Martin Potthast, Bevan Koopman, Guido Zuccon

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Accepted to ECIR2024 full paper (findings)

2401.17602 2024-02-01 cs.CL 88%

Assertion Detection Large Language Model In-context Learning LoRA Fine-tuning

Yuelyu Ji, Zeshui Yu, Yanshan Wang

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2401.11500 2024-01-23 cs.RO cs.AI cs.SY eess.SY 88%

Integration of Large Language Models in Control of EHD Pumps for Precise Color Synthesis

Yanhong Peng, Ceng Zhang, Chenlong Hu, Zebing Mao

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

2401.03401 2024-01-09 cs.CL 88%

Empirical Study of Large Language Models as Automated Essay Scoring Tools in English Composition__Taking TOEFL Independent Writing Task for Example

Wei Xia, Shaoguang Mao, Chanjing Zheng

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2305.05189 2023-11-30 cs.CL cs.CV 88%

SUR-adapter: Enhancing Text-to-Image Pre-trained Diffusion Models with Large Language Models

Shanshan Zhong, Zhongzhan Huang, Wushao Wen, Jinghui Qin, Liang Lin

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments accepted by ACM MM 2023

2311.13126 2023-11-23 cs.CL 88%

Towards Better Parameter-Efficient Fine-Tuning for Large Language Models: A Position Paper

Chengyu Wang, Junbing Yan, Wei Zhang, Jun Huang

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2311.07418 2023-11-14 cs.CL cs.SD eess.AS 88%

Speech-based Slot Filling using Large Language Models

Guangzhi Sun, Shutong Feng, Dongcheng Jiang, Chao Zhang, Milica Gašić, Philip C. Woodland

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2311.03812 2023-11-08 cs.CL 88%

Conversations in Galician: a Large Language Model for an Underrepresented Language

Eliseo Bao, Anxo Pérez, Javier Parapar

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments 5 pages

2310.18347 2023-10-31 cs.CL 88%

PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter

Haoyan Yang, Zhitao Li, Yong Zhang, Jianzong Wang, Ning Cheng, Ming Li, Jing Xiao

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Accepted by the Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. (EMNLP2023)

2309.11668 2023-10-24 cs.CL 88%

Towards Effective Disambiguation for Machine Translation with Large Language Models

Vivek Iyer, Pinzhen Chen, Alexandra Birch

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments WMT 2023

2310.09223 2023-10-16 cs.CL cs.CY cs.HC 88%

Automated Claim Matching with Large Language Models: Empowering Fact-Checkers in the Fight Against Misinformation

Eun Cheol Choi, Emilio Ferrara

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2310.08885 2023-10-16 cs.CL 88%

InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems

Willy Chung, Samuel Cahyawijaya, Bryan Wilie, Holy Lovenia, Pascale Fung

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2310.08017 2023-10-13 cs.CL 88%

Harnessing Large Language Models' Empathetic Response Generation Capabilities for Online Mental Health Counselling Support

Siyuan Brandon Loh, Aravind Sesagiri Raamkumar

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments 7 pages, 1 figure

2310.05002 2023-10-10 cs.CL 88%

Self-Knowledge Guided Retrieval Augmentation for Large Language Models

Yile Wang, Peng Li, Maosong Sun, Yang Liu

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2309.09506 2023-09-20 cs.CV cs.CL 88%

LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models

Zecheng Tang, Chenfei Wu, Juntao Li, Nan Duan

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2308.12097 2023-08-24 cs.CL 88%

Instruction Position Matters in Sequence Generation with Large Language Models

Yijin Liu, Xianfeng Zeng, Fandong Meng, Jie Zhou

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Codes and results are at https://github.com/Adaxry/Post-Instruction/tree/main

2307.16645 2023-08-01 cs.CL 88%

Scaling Sentence Embeddings with Large Language Models

Ting Jiang, Shaohan Huang, Zhongzhi Luan, Deqing Wang, Fuzhen Zhuang

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2306.01857 2023-06-06 cs.CL 88%

Knowledge of cultural moral norms in large language models

Aida Ramezani, Yang Xu

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2306.01475 2023-06-05 cs.IR cs.LG 88%

Prompt Tuning Large Language Models on Personalized Aspect Extraction for Recommendations

Pan Li, Yuyan Wang, Ed H. Chi, Minmin Chen

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.LG

2305.11000 2023-05-22 cs.CL 88%

SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities

Dong Zhang, Shimin Li, Xin Zhang, Jun Zhan, Pengyu Wang, Yaqian Zhou, Xipeng Qiu

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments work in progress

2301.13294 2023-05-10 cs.CL 88%

Adaptive Machine Translation with Large Language Models

Yasmin Moslem, Rejwanul Haque, John D. Kelleher, Andy Way

专题命中指令微调：language model(title,abstract)；large language model(title)；LLM(abstract)；分类 cs.CL

Comments EAMT 2023 - Research: technical

2304.14456 2023-05-01 cs.CL cs.HC 88%

Framing the News:From Human Perception to Large Language Model Inferences

David Alonso del Barrio, Daniel Gatica-Perez

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2302.03202 2023-02-10 cs.CL 88%

Exploring the Benefits of Training Expert Language Models over Instruction Tuning

Joel Jang, Seungone Kim, Seonghyeon Ye, Doyoung Kim, Lajanugen Logeswaran, Moontae Lee, Kyungjae Lee, Minjoon Seo

专题命中指令微调：language model(title,abstract)；instruction tuning(title,abstract)；分类 cs.CL

2211.12485 2022-11-23 cs.CL 88%

HyperTuning: Toward Adapting Large Language Models without Back-propagation

Jason Phang, Yi Mao, Pengcheng He, Weizhu Chen

专题命中指令微调：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

1. 指令微调 11567 篇

Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing

In-Contextual Gender Bias Suppression for Large Language Models

LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks

Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models

Bayesian Low-rank Adaptation for Large Language Models

DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models

Zero-shot Generative Large Language Models for Systematic Review Screening Automation

Assertion Detection Large Language Model In-context Learning LoRA Fine-tuning

Integration of Large Language Models in Control of EHD Pumps for Precise Color Synthesis

Empirical Study of Large Language Models as Automated Essay Scoring Tools in English Composition__Taking TOEFL Independent Writing Task for Example

SUR-adapter: Enhancing Text-to-Image Pre-trained Diffusion Models with Large Language Models

Towards Better Parameter-Efficient Fine-Tuning for Large Language Models: A Position Paper

Speech-based Slot Filling using Large Language Models

Conversations in Galician: a Large Language Model for an Underrepresented Language

PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter

Towards Effective Disambiguation for Machine Translation with Large Language Models

Automated Claim Matching with Large Language Models: Empowering Fact-Checkers in the Fight Against Misinformation

InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems

Harnessing Large Language Models' Empathetic Response Generation Capabilities for Online Mental Health Counselling Support

Self-Knowledge Guided Retrieval Augmentation for Large Language Models

LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models

Instruction Position Matters in Sequence Generation with Large Language Models

Scaling Sentence Embeddings with Large Language Models

Knowledge of cultural moral norms in large language models

Prompt Tuning Large Language Models on Personalized Aspect Extraction for Recommendations

SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities

Adaptive Machine Translation with Large Language Models

Framing the News:From Human Perception to Large Language Model Inferences

Exploring the Benefits of Training Expert Language Models over Instruction Tuning

HyperTuning: Toward Adapting Large Language Models without Back-propagation