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2211.05110
Cited By
Large Language Models with Controllable Working Memory
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
9 November 2022
Daliang Li
A. S. Rawat
Manzil Zaheer
Xin Wang
Michal Lukasik
Andreas Veit
Felix X. Yu
Surinder Kumar
KELM
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Papers citing
"Large Language Models with Controllable Working Memory"
50 / 141 papers shown
Analysis of Plan-based Retrieval for Grounded Text Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Ameya Godbole
Nicholas Monath
Seungyeon Kim
A. S. Rawat
Andrew McCallum
Manzil Zaheer
RALM
273
4
0
20 Aug 2024
Lower Layers Matter: Alleviating Hallucination via Multi-Layer Fusion Contrastive Decoding with Truthfulness Refocused
Dingwei Chen
Feiteng Fang
Shiwen Ni
Feng Liang
Xiping Hu
A. Argha
Hamid Alinejad-Rokny
Min Yang
Chengming Li
HILM
245
3
0
16 Aug 2024
KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models
AAAI Conference on Artificial Intelligence (AAAI), 2024
Ruizhe Zhang
Yongxin Xu
Yuzhen Xiao
Runchuan Zhu
Xinke Jiang
Xu Chu
Junfeng Zhao
Yasha Wang
180
11
0
06 Aug 2024
Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Yifei Wang
Yuheng Chen
Wanting Wen
Yu Sheng
Linjing Li
D. Zeng
KELM
329
15
0
06 Aug 2024
Improving Retrieval Augmented Language Model with Self-Reasoning
AAAI Conference on Artificial Intelligence (AAAI), 2024
Yuan Xia
Jingbo Zhou
Zhenhui Shi
Jun Chen
Hai-ting Huang
AIFin
LRM
ReLM
KELM
254
32
0
29 Jul 2024
Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications
Till Speicher
Mohammad Aflah Khan
Qinyuan Wu
Vedant Nanda
Soumi Das
Bishwamittra Ghosh
Krishna P. Gummadi
Evimaria Terzi
255
7
0
27 Jul 2024
Establishing Knowledge Preference in Language Models
Sizhe Zhou
Sha Li
Yu Meng
Yizhu Jiao
Heng Ji
Jiawei Han
KELM
236
0
0
17 Jul 2024
DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation
Taeho Hwang
Soyeong Jeong
Sukmin Cho
SeungYoon Han
Jong C. Park
RALM
379
3
0
04 Jul 2024
LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models
Renzhi Wang
Piji Li
KELM
CLL
282
13
0
28 Jun 2024
IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons
Dan Shi
Renren Jin
Shangda Wu
Weilong Dong
Xinwei Wu
Deyi Xiong
248
26
0
26 Jun 2024
Assessing "Implicit" Retrieval Robustness of Large Language Models
Xiaoyu Shen
Rexhina Blloshmi
Dawei Zhu
Jiahuan Pei
Wei Zhang
RALM
KELM
259
5
0
26 Jun 2024
It Is Not About What You Say, It Is About How You Say It: A Surprisingly Simple Approach for Improving Reading Comprehension
Sagi Shaier
Lawrence E Hunter
Katharina von der Wense
269
4
0
24 Jun 2024
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
International Conference on Learning Representations (ICLR), 2024
Zhepei Wei
Wei-Lin Chen
Yu Meng
RALM
608
12
0
19 Jun 2024
In-Context Editing: Learning Knowledge from Self-Induced Distributions
Siyuan Qi
Bangcheng Yang
Kailin Jiang
Xiaobo Wang
Jiaqi Li
Yifan Zhong
Yaodong Yang
Zilong Zheng
KELM
571
15
0
17 Jun 2024
Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Jiaqi Li
Yixuan Tang
Yi Yang
521
13
0
14 Jun 2024
VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning
Cheng Niu
Yang Guan
Yuanhao Wu
Juno Zhu
Juntong Song
Randy Zhong
Kaihua Zhu
Siliang Xu
Shizhe Diao
Tong Zhang
285
12
0
12 Jun 2024
FragRel: Exploiting Fragment-level Relations in the External Memory of Large Language Models
Xihang Yue
Linchao Zhu
Yi Yang
KELM
228
1
0
05 Jun 2024
To Believe or Not to Believe Your LLM
Yasin Abbasi-Yadkori
Ilja Kuzborskij
András György
Csaba Szepesvári
UQCV
457
113
0
04 Jun 2024
ACCORD: Closing the Commonsense Measurability Gap
François Roewer-Després
Jinyue Feng
Zining Zhu
Frank Rudzicz
LRM
375
0
0
04 Jun 2024
Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training
Feiteng Fang
Yuelin Bai
Shiwen Ni
Min Yang
Xiaojun Chen
Ruifeng Xu
AAML
RALM
354
71
0
31 May 2024
Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models
Mingda Li
Xinyu Li
Yifan Chen
Wenfeng Xuan
Weinan Zhang
RALM
419
2
0
31 May 2024
MEMoE: Enhancing Model Editing with Mixture of Experts Adaptors
Renzhi Wang
Piji Li
KELM
282
7
0
29 May 2024
Evaluating the External and Parametric Knowledge Fusion of Large Language Models
Hao Zhang
Yuyang Zhang
Xiaoguang Li
Wenxuan Shi
Haonan Xu
...
Yasheng Wang
Lifeng Shang
Qun Liu
Yong Liu
Ruiming Tang
KELM
246
7
0
29 May 2024
Semantic are Beacons: A Semantic Perspective for Unveiling Parameter-Efficient Fine-Tuning in Knowledge Learning
Renzhi Wang
Piji Li
183
5
0
28 May 2024
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
Neural Information Processing Systems (NeurIPS), 2024
Peng Wang
Zexi Li
Ningyu Zhang
Ziwen Xu
Yunzhi Yao
Yong Jiang
Pengjun Xie
Fei Huang
Huajun Chen
KELM
CLL
306
60
0
23 May 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models
Knowledge Discovery and Data Mining (KDD), 2024
Wenqi Fan
Yujuan Ding
Liang-bo Ning
Shijie Wang
Hengyun Li
D. Yin
Tat-Seng Chua
Qing Li
RALM
3DV
591
601
0
10 May 2024
Continual Learning of Large Language Models: A Comprehensive Survey
Haizhou Shi
Zihao Xu
Hengyi Wang
Weiyi Qin
Wenyuan Wang
Yibin Wang
Zifeng Wang
Sayna Ebrahimi
Hao Wang
CLL
KELM
LRM
392
151
0
25 Apr 2024
Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities
Xiaomin Yu
Yezhaohui Wang
Yanfang Chen
Zhen Tao
Dinghao Xi
Chenyang Xi
Pengnian Qi
Zhiyu Li
342
17
0
25 Apr 2024
Towards Robustness of Text-to-Visualization Translation against Lexical and Phrasal Variability
IEEE International Conference on Data Engineering (ICDE), 2024
Jinwei Lu
Wailing Ng
Haodi Zhang
Chen Zhang
Raymond Chi-Wing Wong
OOD
283
2
0
10 Apr 2024
Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Ruotong Pan
Boxi Cao
Hongyu Lin
Xianpei Han
Jia Zheng
Sirui Wang
Xunliang Cai
Le Sun
199
18
0
10 Apr 2024
LLMs' Reading Comprehension Is Affected by Parametric Knowledge and Struggles with Hypothetical Statements
Victoria Basmov
Yoav Goldberg
Reut Tsarfaty
297
17
0
09 Apr 2024
Context versus Prior Knowledge in Language Models
Kevin Du
Vésteinn Snaebjarnarson
Niklas Stoehr
Jennifer C. White
Aaron Schein
Robert Bamler
372
18
0
06 Apr 2024
Empowering Biomedical Discovery with AI Agents
Cell (Cell), 2024
Shanghua Gao
Ada Fang
Yepeng Huang
Valentina Giunchiglia
Ayush Noori
Jonathan Richard Schwarz
Yasha Ektefaie
Jovana Kondic
Marinka Zitnik
LLMAG
AI4CE
267
208
0
03 Apr 2024
Source-Aware Training Enables Knowledge Attribution in Language Models
Muhammad Khalifa
Aman Rangapur
Emma Strubell
Honglak Lee
Lu Wang
Iz Beltagy
Hao Peng
HILM
403
26
0
01 Apr 2024
Robust and Scalable Model Editing for Large Language Models
Yingfa Chen
Zhengyan Zhang
Xu Han
Chaojun Xiao
Zhiyuan Liu
Chen Chen
Kuai Li
Tao Yang
Maosong Sun
KELM
145
2
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26 Mar 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
434
29
0
25 Mar 2024
Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question Answering
Kosuke Akimoto
Kunihiro Takeoka
Masafumi Oyamada
208
2
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21 Mar 2024
BadEdit: Backdooring large language models by model editing
Yanzhou Li
Tianlin Li
Kangjie Chen
Jian Zhang
Shangqing Liu
Wenhan Wang
Tianwei Zhang
Yang Liu
SyDa
AAML
KELM
229
98
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20 Mar 2024
Knowledge Conflicts for LLMs: A Survey
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Rongwu Xu
Zehan Qi
Zhijiang Guo
Cunxiang Wang
Hongru Wang
Yue Zhang
Wei Xu
1.2K
202
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The Missing Piece in Model Editing: A Deep Dive into the Hidden Damage Brought By Model Editing
Jianchen Wang
Zhouhong Gu
Xiaoxuan Zhu
Lin Zhang
Haoning Ye
Zhuozhi Xiong
Hongwei Feng
Yanghua Xiao
KELM
279
1
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12 Mar 2024
Large Language Models and Games: A Survey and Roadmap
Roberto Gallotta
Graham Todd
Marvin Zammit
Sam Earle
Antonios Liapis
Julian Togelius
Georgios N. Yannakakis
LLMAG
LM&MA
AI4CE
LRM
485
133
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28 Feb 2024
The First Place Solution of WSDM Cup 2024: Leveraging Large Language Models for Conversational Multi-Doc QA
Yiming Li
Zhao Zhang
87
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28 Feb 2024
VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models
Seoyeon Kim
Kwangwook Seo
Hyungjoo Chae
Jinyoung Yeo
Dongha Lee
161
8
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28 Feb 2024
Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models
Zhuoran Jin
Pengfei Cao
Hongbang Yuan
Yubo Chen
Jiexin Xu
Huaijun Li
Xiaojian Jiang
Kang Liu
Jun Zhao
709
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28 Feb 2024
Self-Retrieval: Building an Information Retrieval System with One Large Language Model
Qiaoyu Tang
Jiawei Chen
Bowen Yu
Yaojie Lu
Cheng Fu
...
Fei Huang
Xianpei Han
Xianpei Han
Le Sun
Yongbin Li
KELM
218
5
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23 Feb 2024
Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models
Jongyoon Song
Nohil Park
Bongkyu Hwang
Jaewoong Yun
Seongho Joe
Youngjune Gwon
Sungroh Yoon
KELM
HILM
220
2
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23 Feb 2024
Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models
Seiji Maekawa
Hayate Iso
Sairam Gurajada
Nikita Bhutani
RALM
KELM
283
21
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21 Feb 2024
Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint
Xiaowei Yuan
Zhao Yang
Yequan Wang
Shengping Liu
Jun Zhao
Kang Liu
154
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19 Feb 2024
Rowen: Adaptive Retrieval-Augmented Generation for Hallucination Mitigation in LLMs
Hanxing Ding
Liang Pang
Zihao Wei
Huawei Shen
Xueqi Cheng
HILM
RALM
435
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16 Feb 2024
Grounding Language Model with Chunking-Free In-Context Retrieval
Hongjin Qian
Zheng Liu
Kelong Mao
Yujia Zhou
Zhicheng Dou
247
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