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Self-Instruct: Aligning Language Models with Self-Generated Instructions
v1v2 (latest)

Self-Instruct: Aligning Language Models with Self-Generated Instructions

20 December 2022
Yizhong Wang
Yeganeh Kordi
Swaroop Mishra
Alisa Liu
Noah A. Smith
Daniel Khashabi
Hannaneh Hajishirzi
    ALMSyDaLRM
ArXiv (abs)PDFHTMLGithub (4380★)

Papers citing "Self-Instruct: Aligning Language Models with Self-Generated Instructions"

50 / 475 papers shown
Title
Diversity Helps Jailbreak Large Language Models
Diversity Helps Jailbreak Large Language Models
Weiliang Zhao
Daniel Ben-Levi
Wei Hao
Junfeng Yang
Chengzhi Mao
AAML
487
1
0
06 Nov 2024
Focus On This, Not That! Steering LLMs with Adaptive Feature Specification
Focus On This, Not That! Steering LLMs with Adaptive Feature Specification
Tom A. Lamb
Adam Davies
Alasdair Paren
Philip Torr
Francesco Pinto
127
0
0
30 Oct 2024
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following
Gabrielle Kaili-May Liu
Bowen Shi
Avi Caciularu
Idan Szpektor
Arman Cohan
160
4
0
30 Oct 2024
Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification
Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification
Hsun-Yu Kuo
Yin-Hsiang Liao
Yu-Chieh Chao
Wei-Yun Ma
Pu-Jen Cheng
SyDa
116
4
0
28 Oct 2024
SWITCH: Studying with Teacher for Knowledge Distillation of Large Language Models
SWITCH: Studying with Teacher for Knowledge Distillation of Large Language Models
Jahyun Koo
Yerin Hwang
Yongil Kim
Taegwan Kang
Hyunkyung Bae
Kyomin Jung
130
0
0
25 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies
Liwen Wang
Sheng Chen
Linnan Jiang
Shu Pan
Runze Cai
Sen Yang
Fei Yang
181
7
0
24 Oct 2024
High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws
High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws
M. E. Ildiz
Halil Alperen Gozeten
Ege Onur Taga
Marco Mondelli
Samet Oymak
135
5
0
24 Oct 2024
Understanding Layer Significance in LLM Alignment
Understanding Layer Significance in LLM Alignment
Guangyuan Shi
Zexin Lu
Xiaoyu Dong
Wenlong Zhang
Xuanyu Zhang
Yujie Feng
Xiao-Ming Wu
147
3
0
23 Oct 2024
Self-calibration for Language Model Quantization and Pruning
Self-calibration for Language Model Quantization and Pruning
Miles Williams
G. Chrysostomou
Nikolaos Aletras
MQ
492
0
0
22 Oct 2024
ToW: Thoughts of Words Improve Reasoning in Large Language Models
ToW: Thoughts of Words Improve Reasoning in Large Language Models
Zhikun Xu
Ming shen
Jacob Dineen
Zhaonan Li
Xiao Ye
Shijie Lu
Aswin Rrv
Chitta Baral
Ben Zhou
LRM
454
1
0
21 Oct 2024
LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Content
LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Content
Mohamed Bayan Kmainasi
Ali Ezzat Shahroor
Maram Hasanain
Sahinur Rahman Laskar
Naeemul Hassan
Firoj Alam
95
2
0
20 Oct 2024
DFlow: Diverse Dialogue Flow Simulation with Large Language Models
DFlow: Diverse Dialogue Flow Simulation with Large Language Models
Wanyu Du
Song Feng
James Gung
Lijia Sun
Yi Zhang
Saab Mansour
Yanjun Qi
91
0
0
18 Oct 2024
Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning
Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning
Mingyang Chen
Haoze Sun
Tianpeng Li
Fan Yang
Hao Liang
Keer Lu
Tengjiao Wang
Wentao Zhang
Guosheng Dong
Weipeng Chen
LRM
128
6
0
16 Oct 2024
HR-Agent: A Task-Oriented Dialogue (TOD) LLM Agent Tailored for HR
  Applications
HR-Agent: A Task-Oriented Dialogue (TOD) LLM Agent Tailored for HR Applications
Weijie Xu
Jay Desai
Fanyou Wu
Josef Valvoda
Srinivasan H. Sengamedu
LLMAG
115
1
0
15 Oct 2024
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
Wenyuan Xu
Rujun Han
Zhenting Wang
L. Le
Dhruv Madeka
Lei Li
Wenjie Wang
Rishabh Agarwal
Chen-Yu Lee
Tomas Pfister
198
11
0
15 Oct 2024
Federated Data-Efficient Instruction Tuning for Large Language Models
Federated Data-Efficient Instruction Tuning for Large Language Models
Zhen Qin
Zhaomin Wu
Bingsheng He
Shuiguang Deng
FedML
118
2
0
14 Oct 2024
Innovative Thinking, Infinite Humor: Humor Research of Large Language Models through Structured Thought Leaps
Innovative Thinking, Infinite Humor: Humor Research of Large Language Models through Structured Thought Leaps
Han Wang
Yilin Zhao
Dian Li
Xiaohan Wang
Gang Liu
Xuguang Lan
Haoran Wang
LRM
172
1
0
14 Oct 2024
Self-Data Distillation for Recovering Quality in Pruned Large Language Models
Self-Data Distillation for Recovering Quality in Pruned Large Language Models
Vithursan Thangarasa
Ganesh Venkatesh
Mike Lasby
Nish Sinnadurai
Sean Lie
SyDa
177
2
0
13 Oct 2024
Language Imbalance Driven Rewarding for Multilingual Self-improving
Language Imbalance Driven Rewarding for Multilingual Self-improving
Wen Yang
Junhong Wu
Chen Wang
Chengqing Zong
J.N. Zhang
ALMLRM
215
7
0
11 Oct 2024
Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge
  with Curriculum Preference Learning
Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning
Xiyao Wang
Linfeng Song
Ye Tian
Dian Yu
Baolin Peng
Haitao Mi
Furong Huang
Dong Yu
LRM
134
14
0
09 Oct 2024
CursorCore: Assist Programming through Aligning Anything
CursorCore: Assist Programming through Aligning Anything
Hao Jiang
Qi Liu
Rui Li
Shengyu Ye
Shijin Wang
136
1
0
09 Oct 2024
DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback
DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback
Zaid Khan
Elias Stengel-Eskin
Jaemin Cho
Joey Tianyi Zhou
VGen
159
3
0
08 Oct 2024
PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches
PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches
Rana Muhammad Shahroz Khan
Pingzhi Li
Sukwon Yun
Zhenyu Wang
S. Nirjon
Chau-Wai Wong
Tianlong Chen
KELM
116
3
0
08 Oct 2024
SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe
SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe
Yuxin Xiao
Shujian Zhang
Wenxuan Zhou
Marzyeh Ghassemi
Sanqiang Zhao
434
0
0
07 Oct 2024
Provable Weak-to-Strong Generalization via Benign Overfitting
Provable Weak-to-Strong Generalization via Benign Overfitting
David X. Wu
A. Sahai
165
10
0
06 Oct 2024
Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback
Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback
Fatemeh Pesaran Zadeh
Juyeon Kim
Jin-Hwa Kim
Gunhee Kim
ALM
126
5
0
05 Oct 2024
TICKing All the Boxes: Generated Checklists Improve LLM Evaluation and
  Generation
TICKing All the Boxes: Generated Checklists Improve LLM Evaluation and Generation
Jonathan Cook
Tim Rocktaschel
Jakob Foerster
Dennis Aumiller
Alex Wang
ALM
106
16
0
04 Oct 2024
GraphRouter: A Graph-based Router for LLM Selections
GraphRouter: A Graph-based Router for LLM Selections
Tao Feng
Yanzhen Shen
Jiaxuan You
194
25
0
04 Oct 2024
Training Language Models on Synthetic Edit Sequences Improves Code Synthesis
Training Language Models on Synthetic Edit Sequences Improves Code Synthesis
Ulyana Piterbarg
Lerrel Pinto
Rob Fergus
SyDa
136
2
0
03 Oct 2024
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models
Seanie Lee
Haebin Seong
Dong Bok Lee
Minki Kang
Xiaoyin Chen
Dominik Wagner
Yoshua Bengio
Juho Lee
Sung Ju Hwang
231
6
0
02 Oct 2024
Seeing Eye to AI: Human Alignment via Gaze-Based Response Rewards for Large Language Models
Seeing Eye to AI: Human Alignment via Gaze-Based Response Rewards for Large Language Models
Angela Lopez-Cardona
Carlos Segura
Alexandros Karatzoglou
Sergi Abadal
Ioannis Arapakis
ALM
169
4
0
02 Oct 2024
TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking
TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking
Danqing Wang
Jianxin Ma
Fei Fang
Lei Li
LLMAGLRM
463
0
0
02 Oct 2024
Federated Instruction Tuning of LLMs with Domain Coverage Augmentation
Federated Instruction Tuning of LLMs with Domain Coverage Augmentation
Zezhou Wang
Yaxin Du
Zhuzhong Qian
Yugang Jiang
Zhuzhong Qian
Siheng Chen
FedML
526
1
0
30 Sep 2024
Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models
Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models
Xin Sky Li
Weize Chen
Qizhi Chu
Haopeng Li
Zhaojun Sun
...
Yiwei Wei
Zhiyuan Liu
Chuan Shi
Maosong Sun
Cheng Yang
123
6
0
29 Sep 2024
Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation Approach
Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation Approach
Dongyue Li
Ziniu Zhang
Lu Wang
Hongyang R. Zhang
105
1
0
28 Sep 2024
Enhancing elusive clues in knowledge learning by contrasting attention of language models
Enhancing elusive clues in knowledge learning by contrasting attention of language models
Jian Gao
Xiao Zhang
Ji Wu
Miao Li
105
0
0
26 Sep 2024
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection
Xingyu Ma
Xin Tian
Lingxiang Wu
Xuepeng Wang
Xueming Tang
Jinqiao Wang
192
1
0
24 Sep 2024
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
Jin Jiang
Yuchen Yan
Yang Liu
Yonggang Jin
Shuai Peng
Hao Fei
Xunliang Cai
Yixin Cao
Liangcai Gao
Zhi Tang
LRM
129
7
0
19 Sep 2024
CraftRTL: High-quality Synthetic Data Generation for Verilog Code Models with Correct-by-Construction Non-Textual Representations and Targeted Code Repair
CraftRTL: High-quality Synthetic Data Generation for Verilog Code Models with Correct-by-Construction Non-Textual Representations and Targeted Code Repair
Mingjie Liu
Yun-Da Tsai
Wenfei Zhou
Haoxing Ren
SyDa3DV
118
17
0
19 Sep 2024
LLM-as-BT-Planner: Leveraging LLMs for Behavior Tree Generation in Robot Task Planning
LLM-as-BT-Planner: Leveraging LLMs for Behavior Tree Generation in Robot Task Planning
Jicong Ao
Fan Wu
Yansong Wu
Abdalla Swikir
Sami Haddadin
79
6
0
16 Sep 2024
Behavior Tree Generation using Large Language Models for Sequential
  Manipulation Planning with Human Instructions and Feedback
Behavior Tree Generation using Large Language Models for Sequential Manipulation Planning with Human Instructions and Feedback
Jicong Ao
Yansong Wu
Fan Wu
Sami Haddadin
LM&Ro
68
1
0
14 Sep 2024
Generated Data with Fake Privacy: Hidden Dangers of Fine-tuning Large Language Models on Generated Data
Generated Data with Fake Privacy: Hidden Dangers of Fine-tuning Large Language Models on Generated Data
Atilla Akkus
Mingjie Li
Junjie Chu
Junjie Chu
Michael Backes
Sinem Sav
Sinem Sav
SILMSyDa
126
4
0
12 Sep 2024
What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices
What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices
Zhi Chen
Qiguang Chen
Libo Qin
Qipeng Guo
Haijun Lv
Yicheng Zou
Wanxiang Che
Hang Yan
Kai Chen
Dahua Lin
SyDa
126
4
0
03 Sep 2024
ConsistencyTrack: A Robust Multi-Object Tracker with a Generation
  Strategy of Consistency Model
ConsistencyTrack: A Robust Multi-Object Tracker with a Generation Strategy of Consistency Model
Lifan Jiang
Zhihui Wang
Siqi Yin
Guangxiao Ma
Peng Zhang
Boxi Wu
DiffM
147
0
0
28 Aug 2024
More Text, Less Point: Towards 3D Data-Efficient Point-Language Understanding
More Text, Less Point: Towards 3D Data-Efficient Point-Language Understanding
Yuan Tang
Xu Han
Xianzhi Li
Qiao Yu
Jinfeng Xu
Yixue Hao
Long Hu
Min Chen
169
3
0
28 Aug 2024
LLM-3D Print: Large Language Models To Monitor and Control 3D Printing
LLM-3D Print: Large Language Models To Monitor and Control 3D Printing
Yayati Jadhav
P. Pak
Amir Barati Farimani
AI4CE
177
10
0
26 Aug 2024
LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs
LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs
Chansung Park
Juyong Jiang
Fan Wang
Sayak Paul
Jing Tang
117
2
0
24 Aug 2024
Kubrick: Multimodal Agent Collaborations for Synthetic Video Generation
Kubrick: Multimodal Agent Collaborations for Synthetic Video Generation
Liu He
Yizhi Song
Hejun Huang
Pinxin Liu
Yunlong Tang
Daniel G. Aliaga
Xin Zhou
DiffMVGen
146
6
0
19 Aug 2024
Threshold Filtering Packing for Supervised Fine-Tuning: Training Related Samples within Packs
Threshold Filtering Packing for Supervised Fine-Tuning: Training Related Samples within Packs
Jiancheng Dong
Lei Jiang
Wei Jin
Lu Cheng
108
1
0
18 Aug 2024
The ShareLM Collection and Plugin: Contributing Human-Model Chats for the Benefit of the Community
The ShareLM Collection and Plugin: Contributing Human-Model Chats for the Benefit of the Community
Shachar Don-Yehiya
Leshem Choshen
Omri Abend
68
2
0
15 Aug 2024
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