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Distilling the Knowledge of Large-scale Generative Models into Retrieval
  Models for Efficient Open-domain Conversation
v1v2 (latest)

Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
28 August 2021
Beomsu Kim
Seokjun Seo
Seungju Han
Enkhbayar Erdenee
Buru Chang
    RALM
ArXiv (abs)PDFHTML

Papers citing "Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation"

5 / 5 papers shown
Accurate Knowledge Distillation with n-best Reranking
Accurate Knowledge Distillation with n-best RerankingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023
Hendra Setiawan
380
4
0
20 May 2023
Measuring and Improving Semantic Diversity of Dialogue Generation
Measuring and Improving Semantic Diversity of Dialogue GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Seungju Han
Beomsu Kim
Buru Chang
169
22
0
11 Oct 2022
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional
  Characters with only a Few Utterances
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few UtterancesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Seungju Han
Beomsu Kim
Jin Yong Yoo
Seokjun Seo
Sangbum Kim
Enkhbayar Erdenee
Buru Chang
AI4CE
179
43
0
22 Apr 2022
Understanding and Improving the Exemplar-based Generation for
  Open-domain Conversation
Understanding and Improving the Exemplar-based Generation for Open-domain Conversation
Seungju Han
Beomsu Kim
Seokjun Seo
Enkhbayar Erdenee
Buru Chang
177
3
0
13 Dec 2021
Billion-scale similarity search with GPUs
Billion-scale similarity search with GPUsIEEE Transactions on Big Data (TBD), 2017
Jeff Johnson
Matthijs Douze
Edouard Grave
976
4,561
0
28 Feb 2017
1