An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP
Tasks

An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks

30 October 2022

Baotian Hu

Pasquale Minervini

Pontus Stenetorp

Sebastian Riedel

Papers citing "An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks"

13 / 13 papers shown

Title
Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions Yiming Du Wenyu Huang Danna Zheng Zhaowei Wang Sébastien Montella Mirella Lapata Kam-Fai Wong Jeff Z. Pan KELM MU 78 2 0 01 May 2025
Episodic Memories Generation and Evaluation Benchmark for Large Language Models Alexis Huet Zied Ben-Houidi Dario Rossi LLMAG 56 0 0 21 Jan 2025
Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Shantanu Jaiswal Debaditya Roy Basura Fernando Cheston Tan ReLM LRM 79 2 0 20 Nov 2024
Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering Yu Zhao Alessio Devoto Giwon Hong Xiaotang Du Aryo Pradipta Gema Hongru Wang Xuanli He Kam-Fai Wong Pasquale Minervini KELM LLMSV 34 16 0 21 Oct 2024
Analysing the Residual Stream of Language Models Under Knowledge Conflicts Yu Zhao Xiaotang Du Giwon Hong Aryo Pradipta Gema Alessio Devoto Hongru Wang Xuanli He Kam-Fai Wong Pasquale Minervini KELM 37 1 0 21 Oct 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 60 35 0 16 Jan 2024
Neuro Symbolic Reasoning for Planning: Counterexample Guided Inductive Synthesis using Large Language Models and Satisfiability Solving Matthias Zeller Susmit Jha Patrick Lincoln Jens Behley Alvaro Velasquez Rickard Ewetz C. Stachniss LRM 17 7 0 28 Sep 2023
MEMORY-VQ: Compression for Tractable Internet-Scale Memory Yury Zemlyanskiy Michiel de Jong Luke Vilnis Santiago Ontañón William W. Cohen Sumit Sanghai Joshua Ainslie RALM MQ 33 0 0 28 Aug 2023
ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory Chenxu Hu Jie Fu Chenzhuang Du Simian Luo J. Zhao Hang Zhao KELM LLMAG 22 104 0 06 Jun 2023
Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator Ziwei He Meng-Da Yang Minwei Feng Jingcheng Yin X. Wang Jingwen Leng Zhouhan Lin ViT 29 11 0 24 May 2023
QA Is the New KR: Question-Answer Pairs as Knowledge Bases Wenhu Chen William W. Cohen Michiel de Jong Nitish Gupta Alessandro Presta Pat Verga John Wieting 19 7 0 01 Jul 2022
Hindsight: Posterior-guided training of retrievers for improved open-ended generation Ashwin Paranjape Omar Khattab Christopher Potts Matei A. Zaharia Christopher D. Manning RALM 72 43 0 14 Oct 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 415 2,584 0 03 Sep 2019