Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
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
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Large Language Models with Controllable Working Memory"
50 / 141 papers shown
HealthContradict: Evaluating Biomedical Knowledge Conflicts in Language Models
Boya Zhang
Alban Bornet
Rui Yang
Nan Liu
Douglas Teodoro
132
0
0
02 Dec 2025
ExplicitLM: Decoupling Knowledge from Parameters via Explicit Memory Banks
Chengzhang Yu
Zening Lu
Chenyang Zheng
C. Wang
Yiming Zhang
Zhanpeng Jin
KELM
139
0
0
03 Nov 2025
Large Language Models as Model Organisms for Human Associative Learning
Camila Kolling
Vy A. Vo
Mariya Toneva
KELM
196
0
0
24 Oct 2025
Higher-Order Feature Attribution: Bridging Statistics, Explainable AI, and Topological Signal Processing
Kurt Butler
Guanchao Feng
Petar M. Djurić
FAtt
188
0
0
07 Oct 2025
Mitigating Modal Imbalance in Multimodal Reasoning
Chen Henry Wu
Neil Kale
Aditi Raghunathan
LRM
145
1
0
02 Oct 2025
LUMINA: Detecting Hallucinations in RAG System with Context-Knowledge Signals
Min-Hsuan Yeh
Yixuan Li
Tanwi Mallick
HILM
176
0
0
26 Sep 2025
How Persuasive is Your Context?
Tu Nguyen
Kevin Du
Alexander Miserlis Hoyle
Ryan Cotterell
105
0
0
22 Sep 2025
Chain or tree? Re-evaluating complex reasoning from the perspective of a matrix of thought
Zhiqi Guo
Yufeng Li
Zongzong Wu
Ming Zhao
LRM
132
0
0
04 Sep 2025
CoCoA: Confidence and Context-Aware Adaptive Decoding for Resolving Knowledge Conflicts in Large Language Models
Anant Khandelwal
Manish Gupta
Puneet Agrawal
179
1
0
25 Aug 2025
Hallucination to Truth: A Review of Fact-Checking and Factuality Evaluation in Large Language Models
Subhey Sadi Rahman
M. Islam
Md. Mahbub Alam
Musarrat Zeba
M. R
Sadia Sultana Chowa
M. R
Sami Azam
HILM
LRM
185
4
0
05 Aug 2025
Simple Methods Defend RAG Systems Well Against Real-World Attacks
Ilias Triantafyllopoulos
Renyi Qu
Salvatore Giorgi
Brenda L. Curtis
Lyle Ungar
João Sedoc
AAML
136
0
0
04 Aug 2025
KCR: Resolving Long-Context Knowledge Conflicts via Reasoning in LLMs
Xianda Zheng
Zijian Huang
Meng-Fen Chiang
Michael J. Witbrock
Kaiqi Zhao
232
0
0
02 Aug 2025
FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Qinggang Zhang
Zhishang Xiang
Yilin Xiao
Le Wang
Junhui Li
Xinrun Wang
Jinsong Su
233
9
0
10 Jun 2025
DeRAGEC: Denoising Named Entity Candidates with Synthetic Rationale for ASR Error Correction
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Solee Im
Wonjun Lee
Jinmyeong An
Yunsu Kim
Jungseul Ok
G. G. Lee
166
0
0
09 Jun 2025
When to Trust Context: Self-Reflective Debates for Context Reliability
Zeqi Zhou
Fang Wu
Shayan Talaei
Haokai Zhao
Cheng Meixin
Tinson Xu
Amin Saberi
Yejin Choi
HILM
204
2
0
06 Jun 2025
Expanding before Inferring: Enhancing Factuality in Large Language Models through Premature Layers Interpolation
Dingwei Chen
Ziqiang Liu
Feiteng Fang
Chak Tou Leong
Shiwen Ni
A. Argha
Hamid Alinejad-Rokny
Min Yang
Chengming Li
KELM
HILM
303
2
0
03 Jun 2025
When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Dayoon Ko
Jinyoung Kim
Sohyeon Kim
Jinhyuk Kim
Jaehoon Lee
Seonghak Song
Minyoung Lee
Gunhee Kim
241
1
0
02 Jun 2025
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Ziling Cheng
Meng Cao
Marc-Antoine Rondeau
Jackie Chi Kit Cheung
LRM
291
1
0
28 May 2025
Unraveling Misinformation Propagation in LLM Reasoning
Yiyang Feng
Yichen Wang
Shaobo Cui
Boi Faltings
Mina Lee
Jiawei Zhou
LRM
274
4
0
24 May 2025
CUB: Benchmarking Context Utilisation Techniques for Language Models
Lovisa Hagström
Youna Kim
Haeun Yu
Sang-goo Lee
Richard Johansson
Hyunsoo Cho
Isabelle Augenstein
246
2
0
22 May 2025
After Retrieval, Before Generation: Enhancing the Trustworthiness of Large Language Models in Retrieval-Augmented Generation
Xinbang Dai
Huikang Hu
Yuncheng Hua
Jiaqi Li
Yongrui Chen
Rihui Jin
Nan Hu
Guilin Qi
RALM
3DV
303
1
0
21 May 2025
Optimizing Retrieval Augmented Generation for Object Constraint Language
Kevin Chenhao Li
Vahid Zolfaghari
Nenad Petrovic
Fengjunjie Pan
Alois Knoll
150
2
0
19 May 2025
Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Chengwei Qin
Wenxuan Zhou
Karthik Abinav Sankararaman
Nanshu Wang
Tengyu Xu
...
Aditya Tayade
Sinong Wang
Shafiq Joty
Han Fang
Hao Ma
HILM
LRM
253
0
0
18 May 2025
The Distracting Effect: Understanding Irrelevant Passages in RAG
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Chen Amiraz
Florin Cuconasu
Simone Filice
Zohar Karnin
257
14
0
11 May 2025
HalluLens: LLM Hallucination Benchmark
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Yejin Bang
Ziwei Ji
Alan Schelten
Anthony Hartshorn
Tara Fowler
Cheng Zhang
Nicola Cancedda
Pascale Fung
HILM
417
37
0
24 Apr 2025
Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Robust Response Generation in the Wild
Jiatai Wang
Zhiwei Xu
Di Jin
Xuewen Yang
Tao Li
RALM
335
2
0
17 Apr 2025
CRAB: A Benchmark for Evaluating Curation of Retrieval-Augmented LLMs in Biomedicine
Hanmeng Zhong
Linqing Chen
Wentao Wu
Weilei Wang
457
0
0
15 Apr 2025
Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations
Leonardo Ranaldi
Federico Ranaldi
Fabio Massimo Zanzotto
Barry Haddow
Alexandra Birch
RALM
LRM
318
1
0
07 Apr 2025
The Mind in the Machine: A Survey of Incorporating Psychological Theories in LLMs
Zizhou Liu
Ziwei Gong
Lin Ai
Zheng Hui
Run Chen
Colin Wayne Leach
Michelle R. Greene
Julia Hirschberg
LLMAG
993
5
0
28 Mar 2025
Don't lie to your friends: Learning what you know from collaborative self-play
Jacob Eisenstein
Reza Aghajani
Adam Fisch
Dheeru Dua
Fantine Huot
Mirella Lapata
Vicky Zayats
Jonathan Berant
445
5
0
18 Mar 2025
Do Retrieval-Augmented Language Models Adapt to Varying User Needs?
Peilin Wu
Xinlu Zhang
Wenhao Yu
Xingyu Liu
Xinya Du
Zhiyu Zoey Chen
RALM
413
1
0
27 Feb 2025
ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation
Pengcheng Huang
Zhenghao Liu
Shi Yu
Xiaoyuan Yi
Hao Chen
...
Maosong Sun
Tong Xiao
Ge Yu
Ge Yu
Chenyan Xiong
478
2
0
21 Feb 2025
Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy
Rishabh Uapadhyay
Marco Viviani
432
16
0
07 Feb 2025
Sim911: Towards Effective and Equitable 9-1-1 Dispatcher Training with an LLM-Enabled Simulation
AAAI Conference on Artificial Intelligence (AAAI), 2024
Zirong Chen
Elizabeth Chason
Noah Mladenovski
Erin Wilson
Kristin Mullen
Stephen Martini
Meiyi Ma
347
6
0
22 Dec 2024
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge
Jie He
Nan Hu
Wanqiu Long
Jiaoyan Chen
Jeff Z. Pan
ELM
LRM
535
19
0
22 Dec 2024
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval
Aakash Mahalingam
Vinesh Kumar Gande
Vasu Sharma
Vinija Jain
Divya Chaudhary
247
1
0
19 Dec 2024
ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models
Computer Vision and Pattern Recognition (CVPR), 2024
Junzhe Chen
Tianshu Zhang
Shijie Huang
Yuwei Niu
Linfeng Zhang
Lijie Wen
Xuming Hu
MLLM
VLM
1.0K
11
0
22 Nov 2024
Controllable Context Sensitivity and the Knob Behind It
International Conference on Learning Representations (ICLR), 2024
Julian Minder
Kevin Du
Niklas Stoehr
Giovanni Monea
Chris Wendler
Robert West
Robert Bamler
KELM
621
16
0
11 Nov 2024
Eliciting Critical Reasoning in Retrieval-Augmented Language Models via Contrastive Explanations
North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Leonardo Ranaldi
Marco Valentino
André Freitas
RALM
LRM
248
6
0
30 Oct 2024
Learning to Route LLMs with Confidence Tokens
Yu-Neng Chuang
Helen Zhou
Prathusha Kameswara Sarma
Parikshit Gopalan
John Boccio
Sara Bolouki
Helen Zhou
285
0
0
17 Oct 2024
CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data Diversity
Jintao Liu
Ruixue Ding
Linhao Zhang
Pengjun Xie
Fie Huang
221
10
0
16 Oct 2024
Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations
International Conference on Learning Representations (ICLR), 2024
Litu Rout
Yujia Chen
Nataniel Ruiz
Constantine Caramanis
Sanjay Shakkottai
Wen-Sheng Chu
DiffM
204
0
0
14 Oct 2024
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
Yongxin Xu
Ruizhe Zhang
Xinke Jiang
Yujie Feng
Yuzhen Xiao
Xinyu Ma
Runchuan Zhu
Xu Chu
Junfeng Zhao
Yasha Wang
KELM
269
11
0
14 Oct 2024
Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Lu Chen
Ruqing Zhang
Jiafeng Guo
Yixing Fan
Xueqi Cheng
149
8
0
24 Sep 2024
In-Context Learning May Not Elicit Trustworthy Reasoning: A-Not-B Errors in Pretrained Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Pengrui Han
Peiyang Song
Haofei Yu
Jiaxuan You
ReLM
LRM
194
5
0
23 Sep 2024
Investigating Context-Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Yuepei Li
Kang Zhou
Qiao Qiao
Bach Nguyen
Qing Wang
Qi Li
HILM
RALM
425
4
0
17 Sep 2024
Model Tells Itself Where to Attend: Faithfulness Meets Automatic Attention Steering
Qingru Zhang
Xiaodong Yu
Chandan Singh
Xiaodong Liu
Liyuan Liu
Jianfeng Gao
Tuo Zhao
Dan Roth
Hao Cheng
RALM
189
11
0
16 Sep 2024
When Context Leads but Parametric Memory Follows in Large Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Yufei Tao
Adam Hiatt
Erik Haake
Antonie J. Jetter
Ameeta Agrawal
KELM
355
6
0
13 Sep 2024
Column Vocabulary Association (CVA): semantic interpretation of dataless tables
Margherita Martorana
Xueli Pan
Benno Kruit
Tobias Kuhn
Jacco van Ossenbruggen
175
1
0
06 Sep 2024
Claim Verification in the Age of Large Language Models: A Survey
A. Dmonte
Roland Oruche
Marcos Zampieri
Prasad Calyam
Isabelle Augenstein
593
19
0
26 Aug 2024
1
2
3
Next
