Augmenting Transformers with KNN-Based Composite Memory for Dialogue

27 April 2020

Angela Fan

Papers citing "Augmenting Transformers with KNN-Based Composite Memory for Dialogue"

21 / 21 papers shown

Title
DR-RAG: Applying Dynamic Document Relevance to Retrieval-Augmented Generation for Question-Answering Zijian Hei Weiling Liu Wenjie Ou Juyi Qiao Junming Jiao Guowen Song Ting Tian Yi Lin RALM 46 5 0 11 Jun 2024
MOKA: Moral Knowledge Augmentation for Moral Event Extraction Xinliang Frederick Zhang Winston Wu Nick Beauchamp Lu Wang 35 7 0 16 Nov 2023
Mind the Knowledge Gap: A Survey of Knowledge-enhanced Dialogue Systems Sagi Shaier Lawrence E Hunter Katharina Kann 29 2 0 19 Dec 2022
Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue Systems Denis Emelin Daniele Bonadiman Sawsan Alqahtani Yi Zhang Saab Mansour 20 17 0 15 Dec 2022
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN Shuhe Wang Yuxian Meng Rongbin Ouyang Jiwei Li Tianwei Zhang Lingjuan Lyu Guoyin Wang 27 9 0 05 Dec 2022
Memory in humans and deep language models: Linking hypotheses for model augmentation Omri Raccah Pheobe Chen Ted Willke David Poeppel Vy A. Vo RALM 23 1 0 04 Oct 2022
Training Language Models with Memory Augmentation Zexuan Zhong Tao Lei Danqi Chen RALM 242 128 0 25 May 2022
Chunk-based Nearest Neighbor Machine Translation Pedro Henrique Martins Zita Marinho André F.T. Martins RALM 90 28 0 24 May 2022
$k$ NN-NER: Named Entity Recognition with Nearest Neighbor Search Shuhe Wang Xiaoya Li Yuxian Meng Tianwei Zhang Rongbin Ouyang Jiwei Li Guoyin Wang 29 11 0 31 Mar 2022
Linearizing Transformer with Key-Value Memory Yizhe Zhang Deng Cai 22 5 0 23 Mar 2022
Memorizing Transformers Yuhuai Wu M. Rabe DeLesley S. Hutchins Christian Szegedy RALM 30 173 0 16 Mar 2022
Understanding and Improving the Exemplar-based Generation for Open-domain Conversation Seungju Han Beomsu Kim Seokjun Seo Enkhbayar Erdenee Buru Chang 36 3 0 13 Dec 2021
GNN-LM: Language Modeling based on Global Contexts via GNN Yuxian Meng Shi Zong Xiaoya Li Xiaofei Sun Tianwei Zhang Fei Wu Jiwei Li LRM 24 37 0 17 Oct 2021
RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing Vivek Gupta Akshat Shrivastava Adithya Sagar Armen Aghajanyan Denis Savenkov RALM 40 21 0 21 Sep 2021
Generating Related Work Darsh J. Shah Regina Barzilay 36 3 0 18 Apr 2021
Cross-Modal Retrieval Augmentation for Multi-Modal Classification Shir Gur Natalia Neverova C. Stauffer Ser-Nam Lim Douwe Kiela A. Reiter 19 26 0 16 Apr 2021
A Neighbourhood Framework for Resource-Lean Content Flagging Sheikh Muhammad Sarwar Dimitrina Zlatkova Momchil Hardalov Yoan Dinkov Isabelle Augenstein Preslav Nakov 24 5 0 31 Mar 2021
Local Knowledge Powered Conversational Agents Sashank Santhanam Ming-Yu Liu Raul Puri M. Shoeybi M. Patwary Bryan Catanzaro 29 4 0 20 Oct 2020
Nearest Neighbor Machine Translation Urvashi Khandelwal Angela Fan Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 18 5 0 01 Oct 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 440 2,588 0 03 Sep 2019
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 300 10,225 0 16 Nov 2016