Multi-Tenant Optimization For Few-Shot Task-Oriented FAQ Retrieval

Multi-Tenant Optimization For Few-Shot Task-Oriented FAQ Retrieval

25 January 2023

Asha Vishwanathan

Chandrashekhar Kandpal

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Papers citing "Multi-Tenant Optimization For Few-Shot Task-Oriented FAQ Retrieval"

13 / 13 papers shown

Title
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Kexin Wang Nandan Thakur Nils Reimers Iryna Gurevych VLM 141 157 0 14 Dec 2021
Retrieval Augmentation Reduces Hallucination in Conversation Kurt Shuster Spencer Poff Moya Chen Douwe Kiela Jason Weston HILM 95 743 0 15 Apr 2021
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference Jianguo Zhang Kazuma Hashimoto Wenhao Liu Chien-Sheng Wu Yao Wan Philip S. Yu R. Socher Caiming Xiong 89 93 0 25 Oct 2020
HINT3: Raising the bar for Intent Detection in the Wild Gaurav Arora Chirag Jain Manas Chaturvedi Krupal Modi 168 23 0 29 Sep 2020
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Shikib Mehri Mihail Eric Dilek Z. Hakkani-Tür ELM 78 139 0 28 Sep 2020
Recipes for building an open-domain chatbot Stephen Roller Emily Dinan Naman Goyal Da Ju Mary Williamson ... Myle Ott Kurt Shuster Eric Michael Smith Y-Lan Boureau Jason Weston ALM 125 1,014 0 28 Apr 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 164 2,440 0 23 Apr 2020
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 370 479 0 10 Mar 2020
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Stefan Larson Anish Mahendran Joseph Peper Christopher Clarke Andrew Lee ... Jonathan K. Kummerfeld Kevin Leach M. Laurenzano Lingjia Tang Jason Mars 115 532 0 04 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,316 0 27 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 686 24,557 0 26 Jul 2019
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance Wataru Sakata Tomohide Shibata Ribeka Tanaka Sadao Kurohashi RALM 50 108 0 08 May 2019
Benchmarking Natural Language Understanding Services for building Conversational Agents Xingkun Liu Arash Eshghi P. Swietojanski Verena Rieser ELM 77 260 0 13 Mar 2019