Augmenting Transformers with KNN-Based Composite Memory for Dialogue

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"

15 / 15 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 38 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 21 2 0 19 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 19 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 13 1 0 04 Oct 2022
Chunk-based Nearest Neighbor Machine Translation Pedro Henrique Martins Zita Marinho André F.T. Martins RALM 78 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 21 11 0 31 Mar 2022
Linearizing Transformer with Key-Value Memory Yizhe Zhang Deng Cai 20 5 0 23 Mar 2022
Understanding and Improving the Exemplar-based Generation for Open-domain Conversation Seungju Han Beomsu Kim Seokjun Seo Enkhbayar Erdenee Buru Chang 22 3 0 13 Dec 2021
RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing Vivek Gupta Akshat Shrivastava Adithya Sagar Armen Aghajanyan Denis Savenkov RALM 29 21 0 21 Sep 2021
A Neighbourhood Framework for Resource-Lean Content Flagging Sheikh Muhammad Sarwar Dimitrina Zlatkova Momchil Hardalov Yoan Dinkov Isabelle Augenstein Preslav Nakov 13 5 0 31 Mar 2021
Local Knowledge Powered Conversational Agents Sashank Santhanam Wei Ping Raul Puri M. Shoeybi M. Patwary Bryan Catanzaro 19 4 0 20 Oct 2020
Nearest Neighbor Machine Translation Urvashi Khandelwal Angela Fan Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 16 35 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 408 2,584 0 03 Sep 2019
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 282 10,214 0 16 Nov 2016