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2302.12813
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Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback
24 February 2023
Baolin Peng
Michel Galley
Pengcheng He
Hao Cheng
Yujia Xie
Yu Hu
Qiuyuan Huang
Lars Liden
Zhou Yu
Weizhu Chen
Jianfeng Gao
KELM
HILM
LRM
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Papers citing
"Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback"
50 / 72 papers shown
Title
The Hitchhikers Guide to Production-ready Trustworthy Foundation Model powered Software (FMware)
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Bouyan Chen
Kishanthan Thangarajah
Ahmed E. Hassan
Zhen Ming
Jiang
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15 May 2025
Adaptive Stress Testing Black-Box LLM Planners
Neeloy Chakraborty
John Pohovey
Melkior Ornik
Katherine Driggs-Campbell
28
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08 May 2025
Sailing AI by the Stars: A Survey of Learning from Rewards in Post-Training and Test-Time Scaling of Large Language Models
Xiaobao Wu
LRM
72
1
0
05 May 2025
MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness
Junsheng Huang
Zhitao He
Sandeep Polisetty
Q. Wang
May Fung
KELM
45
0
0
30 Apr 2025
LLM Enhancer: Merged Approach using Vector Embedding for Reducing Large Language Model Hallucinations with External Knowledge
Naheed Rayhan
Md. Ashrafuzzaman
30
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29 Apr 2025
A Large Vision-Language Model based Environment Perception System for Visually Impaired People
Zezhou Chen
Zhaoxiang Liu
Ning Wang
Kohou Wang
Shiguo Lian
50
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0
25 Apr 2025
Benchmarking Biopharmaceuticals Retrieval-Augmented Generation Evaluation
Hanmeng Zhong
Linqing Chen
Weilei Wang
Wentao Wu
28
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0
15 Apr 2025
GOLLuM: Gaussian Process Optimized LLMs -- Reframing LLM Finetuning through Bayesian Optimization
Bojana Ranković
P. Schwaller
BDL
172
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0
08 Apr 2025
Why Do Multi-Agent LLM Systems Fail?
Mert Cemri
Melissa Z. Pan
Shuyi Yang
Lakshya A Agrawal
Bhavya Chopra
...
Dan Klein
Kannan Ramchandran
Matei A. Zaharia
Joseph E. Gonzalez
Ion Stoica
LLMAG
Presented at
ResearchTrend Connect | LLMAG
on
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129
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17 Mar 2025
Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent
Xingzuo Li
Kehai Chen
Yunfei Long
X. Bai
Yong-mei Xu
Min Zhang
LRM
LLMAG
84
1
0
04 Mar 2025
Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt Refinement
Suchae Jeong
Inseong Choi
Youngsik Yun
Jihie Kim
DiffM
44
2
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24 Feb 2025
Automated Consistency Analysis of LLMs
Aditya Patwardhan
Vivek Vaidya
Ashish Kundu
60
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10 Feb 2025
Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators
Dingkang Yang
Dongling Xiao
Jinjie Wei
Mingcheng Li
Zhaoyu Chen
Ke Li
Li Zhang
HILM
94
3
0
28 Jan 2025
From Cool Demos to Production-Ready FMware: Core Challenges and a Technology Roadmap
Gopi Krishnan Rajbahadur
G. Oliva
Dayi Lin
Ahmed E. Hassan
46
1
0
28 Jan 2025
Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models
Qiming Bao
Juho Leinonen
A. Peng
Wanjun Zhong
Gael Gendron
Tim Pistotti
Alice Huang
Paul Denny
Michael Witbrock
J. Liu
AI4Ed
LRM
178
1
0
20 Jan 2025
Zero-Shot Strategies for Length-Controllable Summarization
Fabian Retkowski
A. Waibel
57
3
0
31 Dec 2024
Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models
Qitan Lv
Jie Wang
Hanzhu Chen
Bin Li
Yongdong Zhang
Feng Wu
HILM
28
3
0
19 Oct 2024
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards
Xinze Li
Sen Mei
Zhenghao Liu
Yukun Yan
Shuo Wang
...
H. Chen
Ge Yu
Zhiyuan Liu
Maosong Sun
Chenyan Xiong
50
7
0
17 Oct 2024
TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking
Danqing Wang
Jianxin Ma
Fei Fang
Lei Li
LLMAG
LRM
154
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0
02 Oct 2024
Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering
Danfeng Guo
Sumitaka Honji
LRM
62
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0
31 Jul 2024
Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs
Jannik Kossen
Jiatong Han
Muhammed Razzak
Lisa Schut
Shreshth A. Malik
Yarin Gal
HILM
60
34
0
22 Jun 2024
Satyrn: A Platform for Analytics Augmented Generation
Marko Sterbentz
Cameron Barrie
Shubham Shahi
Abhratanu Dutta
Donna Hooshmand
Harper Pack
Kristian J. Hammond
36
0
0
17 Jun 2024
MoE-RBench
\texttt{MoE-RBench}
MoE-RBench
: Towards Building Reliable Language Models with Sparse Mixture-of-Experts
Guanjie Chen
Xinyu Zhao
Tianlong Chen
Yu Cheng
MoE
76
5
0
17 Jun 2024
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments
Zhenrui Yue
Huimin Zeng
Lanyu Shang
Yifan Liu
Yang Zhang
Dong Wang
RALM
43
2
0
14 Jun 2024
BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments
Yusuf Roohani
Jian Vora
Qian Huang
Zach Steinhart
Alex Marson
Percy Liang
J. Leskovec
Percy Liang
Jure Leskovec
LLMAG
LM&Ro
49
13
0
27 May 2024
Perturbation-Restrained Sequential Model Editing
Junjie Ma
Hong Wang
Haoyang Xu
Zhen-Hua Ling
Jia-Chen Gu
KELM
59
8
0
27 May 2024
Multi-hop Question Answering over Knowledge Graphs using Large Language Models
Abir Chakraborty
KELM
RALM
43
3
0
30 Apr 2024
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art
Neeloy Chakraborty
Melkior Ornik
Katherine Driggs-Campbell
LRM
57
9
0
25 Mar 2024
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error
Boshi Wang
Hao Fang
Jason Eisner
Benjamin Van Durme
Yu-Chuan Su
CLL
29
7
0
07 Mar 2024
Memory-Augmented Generative Adversarial Transformers
Stephan Raaijmakers
Roos Bakker
Anita Cremers
R. D. Kleijn
Tom Kouwenhoven
Tessa Verhoef
33
0
0
29 Feb 2024
From Text to Transformation: A Comprehensive Review of Large Language Models' Versatility
Pravneet Kaur
Gautam Siddharth Kashyap
Ankit Kumar
Md. Tabrez Nafis
Sandeep Kumar
Vikrant Shokeen
LM&MA
48
54
0
25 Feb 2024
Large Language Models: A Survey
Shervin Minaee
Tomáš Mikolov
Narjes Nikzad
M. Asgari-Chenaghlu
R. Socher
Xavier Amatriain
Jianfeng Gao
ALM
LM&MA
ELM
134
371
0
09 Feb 2024
Hallucination is Inevitable: An Innate Limitation of Large Language Models
Ziwei Xu
Sanjay Jain
Mohan S. Kankanhalli
HILM
LRM
71
212
0
22 Jan 2024
DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models (Exemplified as A Video Agent)
Zongxin Yang
Guikun Chen
Xiaodi Li
Wenguan Wang
Yi Yang
LM&Ro
LLMAG
69
35
0
16 Jan 2024
Reasons to Reject? Aligning Language Models with Judgments
Weiwen Xu
Deng Cai
Zhisong Zhang
Wai Lam
Shuming Shi
ALM
21
14
0
22 Dec 2023
R-Tuning: Instructing Large Language Models to Say `I Don't Know'
Hanning Zhang
Shizhe Diao
Yong Lin
Yi Ren Fung
Qing Lian
Xingyao Wang
Yangyi Chen
Heng Ji
Tong Zhang
UQLM
39
37
0
16 Nov 2023
Effective Large Language Model Adaptation for Improved Grounding and Citation Generation
Xi Ye
Ruoxi Sun
Sercan Ö. Arik
Tomas Pfister
HILM
34
25
0
16 Nov 2023
Ever: Mitigating Hallucination in Large Language Models through Real-Time Verification and Rectification
Haoqiang Kang
Juntong Ni
Huaxiu Yao
HILM
LRM
32
33
0
15 Nov 2023
Can LLMs Patch Security Issues?
Kamel Alrashedy
Abdullah Aljasser
Pradyumna Tambwekar
Matthew Gombolay
AAML
23
6
0
13 Nov 2023
LitSumm: Large language models for literature summarisation of non-coding RNAs
Andrew Green
C. Ribas
Nancy Ontiveros-Palacios
Sam Griffiths-Jones
Anton I. Petrov
Alex Bateman
Blake Sweeney
26
4
0
06 Nov 2023
AutoMix: Automatically Mixing Language Models
Pranjal Aggarwal
Aman Madaan
Ankit Anand
Srividya Pranavi Potharaju
Swaroop Mishra
...
Karthik Kappaganthu
Yiming Yang
Shyam Upadhyay
Manaal Faruqui
Mausam
42
17
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19 Oct 2023
NeMo Guardrails: A Toolkit for Controllable and Safe LLM Applications with Programmable Rails
Traian Rebedea
R. Dinu
Makesh Narsimhan Sreedhar
Christopher Parisien
Jonathan Cohen
KELM
19
132
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16 Oct 2023
A New Benchmark and Reverse Validation Method for Passage-level Hallucination Detection
Shiping Yang
Renliang Sun
Xiao-Yi Wan
HILM
37
41
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Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models
Haoran Wang
Kai Shu
LRM
43
22
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Embed-Search-Align: DNA Sequence Alignment using Transformer Models
Pavan Holur
K. Enevoldsen
Shreyas Rajesh
L. Mboning
Thalia Georgiou
Louis-S. Bouchard
Matteo Pellegrini
V. Roychowdhury
25
0
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20 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models
Hongbin Ye
Tong Liu
Aijia Zhang
Wei Hua
Weiqiang Jia
HILM
48
76
0
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Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
Yue Zhang
Yafu Li
Leyang Cui
Deng Cai
Lemao Liu
...
Longyue Wang
A. Luu
Wei Bi
Freda Shi
Shuming Shi
RALM
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HILM
46
520
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03 Sep 2023
Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation
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Dongfang Li
Baotian Hu
Zihao Zheng
Zhenyu Liu
M. Zhang
KELM
MU
33
26
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16 Aug 2023
The Costly Dilemma: Generalization, Evaluation and Cost-Optimal Deployment of Large Language Models
Abi Aryan
Aakash Kumar Nain
Andrew McMahon
Lucas Augusto Meyer
Harpreet Sahota
22
6
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15 Aug 2023
Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations
Yanda Chen
Ruiqi Zhong
Narutatsu Ri
Chen Zhao
He He
Jacob Steinhardt
Zhou Yu
Kathleen McKeown
LRM
31
47
0
17 Jul 2023
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