Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
2306.02561
Cited By
v1
v2
v3 (latest)
LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion
5 June 2023
Dongfu Jiang
Xiang Ren
Bill Yuchen Lin
ELM
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion"
40 / 240 papers shown
Title
InfiBench: Evaluating the Question-Answering Capabilities of Code Large Language Models
Linyi Li
Shijie Geng
Zhenwen Li
Yibo He
Hao Yu
Ziyue Hua
Guanghan Ning
Siwei Wang
Tao Xie
Hongxia Yang
ELM
62
2
0
11 Mar 2024
LLM-Ensemble: Optimal Large Language Model Ensemble Method for E-commerce Product Attribute Value Extraction
Chenhao Fang
Xiaohan Li
Zezhong Fan
Jianpeng Xu
Kaushiki Nag
Evren Körpeoglu
Sushant Kumar
Kannan Achan
75
43
0
29 Feb 2024
Prediction-Powered Ranking of Large Language Models
Ivi Chatzi
Eleni Straitouri
Suhas Thejaswi
Manuel Gomez Rodriguez
ALM
127
9
0
27 Feb 2024
Knowledge Fusion of Chat LLMs: A Preliminary Technical Report
Fanqi Wan
Ziyi Yang
Longguang Zhong
Xiaojun Quan
Xinting Huang
Wei Bi
MoMe
74
1
0
25 Feb 2024
Purifying Large Language Models by Ensembling a Small Language Model
Tianlin Li
Qian Liu
Tianyu Pang
Chao Du
Qing Guo
Yang Liu
Min Lin
102
19
0
19 Feb 2024
Combining Insights From Multiple Large Language Models Improves Diagnostic Accuracy
Gioele Barabucci
Victor Shia
Eugene A. Chu
Benjamin Harack
Nathan Fu
LM&MA
ELM
AI4MH
59
2
0
13 Feb 2024
Online Iterative Reinforcement Learning from Human Feedback with General Preference Model
Chen Ye
Wei Xiong
Yuheng Zhang
Nan Jiang
Tong Zhang
OffRL
85
15
0
11 Feb 2024
Aligner: Efficient Alignment by Learning to Correct
Jiaming Ji
Boyuan Chen
Hantao Lou
Chongye Guo
Borong Zhang
Xuehai Pan
Juntao Dai
Tianyi Qiu
Yaodong Yang
148
40
0
04 Feb 2024
More Agents Is All You Need
Junyou Li
Qin Zhang
Yangbin Yu
Qiang Fu
Deheng Ye
LLMAG
181
73
0
03 Feb 2024
ULTRA: Unleash LLMs' Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement
Xinliang Frederick Zhang
Carter Blum
Temma Choji
Shalin S Shah
Alakananda Vempala
124
6
0
24 Jan 2024
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding
Mirac Suzgun
Adam Tauman Kalai
KELM
LRM
LLMAG
ReLM
123
78
0
23 Jan 2024
Instructional Fingerprinting of Large Language Models
Lyne Tchapmi
Fei Wang
Mingyu Derek Ma
Pang Wei Koh
Chaowei Xiao
Muhao Chen
WaLM
67
33
0
21 Jan 2024
Knowledge Fusion of Large Language Models
Fanqi Wan
Xinting Huang
Deng Cai
Xiaojun Quan
Wei Bi
Shuming Shi
MoMe
106
73
0
19 Jan 2024
Don't Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation
Giorgos Vernikos
Andrei Popescu-Belis
85
15
0
12 Jan 2024
DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models
Wendi Cui
Jiaxin Zhang
Zhuohang Li
Lopez Damien
Kamalika Das
Bradley Malin
Kumar Sricharan
65
2
0
04 Jan 2024
Blending Is All You Need: Cheaper, Better Alternative to Trillion-Parameters LLM
Xiaoding Lu
Zongyi Liu
Adian Liusie
Vyas Raina
Vineet Mudupalli
Yuwen Zhang
W. Beauchamp
57
20
0
04 Jan 2024
A bi-objective
ε
ε
ε
-constrained framework for quality-cost optimization in language model ensembles
Aditya Singh
Aditi Singla
Kanishk Kukreja
23
0
0
26 Dec 2023
Building Trustworthy NeuroSymbolic AI Systems: Consistency, Reliability, Explainability, and Safety
Manas Gaur
Amit P. Sheth
67
17
0
05 Dec 2023
Robot Learning in the Era of Foundation Models: A Survey
Xuan Xiao
Jiahang Liu
Zhipeng Wang
Yanmin Zhou
Yong Qi
Qian Cheng
Bin He
Shuo Jiang
AI4CE
LM&Ro
158
29
0
24 Nov 2023
Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models
Keming Lu
Hongyi Yuan
Runji Lin
Junyang Lin
Zheng Yuan
Chang Zhou
Jingren Zhou
MoE
LRM
105
63
0
15 Nov 2023
Predicting Text Preference Via Structured Comparative Reasoning
Jing Nathan Yan
Tianqi Liu
Justin T Chiu
Jiaming Shen
Zhen Qin
...
Charumathi Lakshmanan
Y. Kurzion
Alexander M. Rush
Jialu Liu
Michael Bendersky
LRM
98
7
0
14 Nov 2023
On-the-Fly Fusion of Large Language Models and Machine Translation
Hieu T. Hoang
Huda Khayrallah
Marcin Junczys-Dowmunt
67
3
0
14 Nov 2023
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning
Yue Yu
Jiaming Shen
Tianqi Liu
Zhen Qin
Jing Nathan Yan
Jialu Liu
Chao Zhang
Michael Bendersky
113
7
0
13 Nov 2023
Large Language Models are Temporal and Causal Reasoners for Video Question Answering
Dohwan Ko
Ji Soo Lee
Wooyoung Kang
Byungseok Roh
Hyunwoo J. Kim
LRM
103
40
0
24 Oct 2023
Risk Aware Benchmarking of Large Language Models
Apoorva Nitsure
Youssef Mroueh
Mattia Rigotti
Kristjan Greenewald
Brian M. Belgodere
Mikhail Yurochkin
Jirí Navrátil
Igor Melnyk
Jerret Ross
108
2
0
11 Oct 2023
Argumentative Stance Prediction: An Exploratory Study on Multimodality and Few-Shot Learning
Arushi Sharma
Abhibha Gupta
Maneesh Bilalpur
58
6
0
11 Oct 2023
Dynamic LLM-Agent Network: An LLM-agent Collaboration Framework with Agent Team Optimization
Zijun Liu
Yanzhe Zhang
Peng Li
Yang Liu
Diyi Yang
LLMAG
95
128
0
03 Oct 2023
Fusing Models with Complementary Expertise
Hongyi Wang
Felipe Maia Polo
Yuekai Sun
Souvik Kundu
Eric Xing
Mikhail Yurochkin
FedML
MoMe
94
33
0
02 Oct 2023
TIGERScore: Towards Building Explainable Metric for All Text Generation Tasks
Dongfu Jiang
Yishan Li
Ge Zhang
Wenhao Huang
Bill Yuchen Lin
Wenhu Chen
ALM
111
69
0
01 Oct 2023
Large Language Model Routing with Benchmark Datasets
Tal Shnitzer
Anthony Ou
Mírian Silva
Kate Soule
Yuekai Sun
Justin Solomon
Neil Thompson
Mikhail Yurochkin
RALM
77
71
0
27 Sep 2023
Deep Model Fusion: A Survey
Weishi Li
Yong Peng
Miao Zhang
Liang Ding
Han Hu
Li Shen
FedML
MoMe
117
62
0
27 Sep 2023
ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs
Justin Chih-Yao Chen
Swarnadeep Saha
Joey Tianyi Zhou
LLMAG
LRM
103
143
0
22 Sep 2023
Mitigating the Alignment Tax of RLHF
Yong Lin
Hangyu Lin
Wei Xiong
Shizhe Diao
Zeming Zheng
...
Han Zhao
Nan Jiang
Heng Ji
Yuan Yao
Tong Zhang
MoMe
CLL
112
81
0
12 Sep 2023
Deep Reinforcement Learning from Hierarchical Preference Design
Alexander Bukharin
Yixiao Li
Pengcheng He
Tuo Zhao
58
0
0
06 Sep 2023
How to Protect Copyright Data in Optimization of Large Language Models?
T. Chu
Zhao Song
Chiwun Yang
85
31
0
23 Aug 2023
GradientCoin: A Peer-to-Peer Decentralized Large Language Models
Yeqi Gao
Zhao Song
Junze Yin
89
18
0
21 Aug 2023
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
Seonghyeon Ye
Doyoung Kim
Sungdong Kim
Hyeonbin Hwang
Seungone Kim
Yongrae Jo
James Thorne
Juho Kim
Minjoon Seo
ALM
134
108
0
20 Jul 2023
Getting MoRE out of Mixture of Language Model Reasoning Experts
Chenglei Si
Weijia Shi
Chen Zhao
Luke Zettlemoyer
Jordan L. Boyd-Graber
LRM
94
29
0
24 May 2023
Small Language Models Improve Giants by Rewriting Their Outputs
Giorgos Vernikos
Arthur Bravzinskas
Jakub Adamek
Jonathan Mallinson
Aliaksei Severyn
Eric Malmi
BDL
LRM
94
16
0
22 May 2023
Speculative Decoding with Big Little Decoder
Sehoon Kim
K. Mangalam
Suhong Moon
Jitendra Malik
Michael W. Mahoney
A. Gholami
Kurt Keutzer
MoE
147
112
0
15 Feb 2023
Previous
1
2
3
4
5