Neural attentive session-based recommendation
Given e-commerce scenarios that user profiles are invisible, session-based
recommendation is proposed to generate recommendation results from short sessions …
recommendation is proposed to generate recommendation results from short sessions …
[PDF][PDF] Deep recurrent generative decoder for abstractive text summarization
We propose a new framework for abstractive text summarization based on a sequence-to-
sequence oriented encoder-decoder model equipped with a deep recurrent generative …
sequence oriented encoder-decoder model equipped with a deep recurrent generative …
Nonfactoid question answering as query-focused summarization with graph-enhanced multihop inference
Nonfactoid question answering (QA) is one of the most extensive yet challenging
applications and research areas in natural language processing (NLP). Existing methods fall …
applications and research areas in natural language processing (NLP). Existing methods fall …
Joint learning of answer selection and answer summary generation in community question answering
Community question answering (CQA) gains increasing popularity in both academy and
industry recently. However, the redundancy and lengthiness issues of crowdsourced …
industry recently. However, the redundancy and lengthiness issues of crowdsourced …
Hierarchical variational memory network for dialogue generation
Dialogue systems help various real applications interact with humans in an intelligent
natural way. In dialogue systems, the task of dialogue generation aims to generate …
natural way. In dialogue systems, the task of dialogue generation aims to generate …
Product-aware answer generation in e-commerce question-answering
In e-commerce portals, generating answers for product-related questions has become a
crucial task. In this paper, we propose the task of product-aware answer generation, which …
crucial task. In this paper, we propose the task of product-aware answer generation, which …
Meaningful answer generation of e-commerce question-answering
In e-commerce portals, generating answers for product-related questions has become a
crucial task. In this article, we focus on the task of product-aware answer generation, which …
crucial task. In this article, we focus on the task of product-aware answer generation, which …
I know what you are searching for: Code snippet recommendation from stack overflow posts
Stack Overflow has been heavily used by software developers to seek programming-related
information. More and more developers use Community Question and Answer forums, such …
information. More and more developers use Community Question and Answer forums, such …
SEDGN: Sequence enhanced denoising graph neural network for session-based recommendation
C Zhang, W Zheng, Q Liu, J Nie, H Zhang - Expert Systems with …, 2022 - Elsevier
Session-based recommendation, which aims at predicting subsequent user actions based
on anonymous sessions, plays a significant role in many online services. Based on the …
on anonymous sessions, plays a significant role in many online services. Based on the …
Salience estimation via variational auto-encoders for multi-document summarization
We propose a new unsupervised sentence salience framework for Multi-Document
Summarization (MDS), which can be divided into two components: latent semantic modeling …
Summarization (MDS), which can be divided into two components: latent semantic modeling …