Poly-encoders: Transformer architectures and pre-training strategies for fast and accurate multi-sentence scoring

S Humeau, K Shuster, MA Lachaux… - arXiv preprint arXiv …, 2019 - arxiv.org
The use of deep pre-trained bidirectional transformers has led to remarkable progress in a
number of applications (Devlin et al., 2018). For tasks that make pairwise comparisons …

IntelliBot: A Dialogue-based chatbot for the insurance industry

M Nuruzzaman, OK Hussain - Knowledge-Based Systems, 2020 - Elsevier
Chatbots have become the go-to platform for users to receive answers to their queries. They
are now being used by many businesses too to provide their customers with a virtual …

Utterance-to-utterance interactive matching network for multi-turn response selection in retrieval-based chatbots

JC Gu, ZH Ling, Q Liu - IEEE/ACM Transactions on Audio …, 2019 - ieeexplore.ieee.org
This article proposes an utterance-to-utterance interactive matching network (U2U-IMN) for
multi-turn response selection in retrieval-based chatbots. Different from previous methods …

Deep contextualized utterance representations for response selection and dialogue analysis

JC Gu, T Li, ZH Ling, Q Liu, Z Su… - … /ACM Transactions on …, 2021 - ieeexplore.ieee.org
The NOESIS II challenge, as the Track 2 in the Eighth Dialogue System Technology
Challenge (DSTC 8), is the extension of Track 1 in DSTC 7. Three new elements are …

[PDF][PDF] Joint Retrieval-Extraction Training for Evidence-Aware Dialog Response Selection.

H Luo, JR Glass, G Lalwani, Y Zhang, SW Li - Interspeech, 2021 - isca-archive.org
Neural dialog response selection models infer by scoring each candidate response given
the dialog context, and the crossencoder method yields state-of-the-art (SOTA) results for the …

Automatization Of Answers To Questions By Matching Syntactic Graphs

A Gashkov, M Eltsova - European Proceedings of Social and … - europeanproceedings.com
In this paper, we are providing a solution for a relevant interdisciplinary problem of QA-
automatization. However, there are very few question-answer systems for the Russian …

IntelliBot: A Domain-specific Chatbot for the Insurance Industry

M Nuruzzaman - 2020 - unsworks.unsw.edu.au
IntelliBot : A Domain-specific Chatbot for the Insurance Industry Page 1 IntelliBot : A Domain-specific
Chatbot for the Insurance Industry Author: Nuruzzaman, Mohammad Publication Date: 2020 …