57 citations · 95 across the 12 of their papers we have counts for
7 papers · 1 filter
Learning to Select the Relevant History Turns in Conversational Question Answering
Munazza Zaib, Wei Emma Zhang, Quan Z. Sheng +3
The increasing demand for the web-based digital assistants has given a rapid rise in the interest of the Information Retrieval (IR) community towards the field of conversational qu…
The Exploration of Knowledge-Preserving Prompts for Document Summarisation
Chen Chen, Wei Emma Zhang, Alireza Seyed Shakeri +1
Despite the great development of document summarisation techniques nowadays, factual inconsistencies between the generated summaries and the original texts still occur from time to…
Document-aware Positional Encoding and Linguistic-guided Encoding for Abstractive Multi-document Summarization
Congbo Ma, Wei Emma Zhang, Pitawelayalage Dasun Dileepa Pitawela +3
One key challenge in multi-document summarization is to capture the relations among input documents that distinguish between single document summarization (SDS) and multi-document…
Knowledge-aware Document Summarization: A Survey of Knowledge, Embedding Methods and Architectures
Yutong Qu, Wei Emma Zhang, Jian Yang +2
Knowledge-aware methods have boosted a range of natural language processing applications over the last decades. With the gathered momentum, knowledge recently has been pumped into…
Dependency Structure for News Document Summarization
Congbo Ma, Wei Emma Zhang, Hu Wang +2
In this work, we develop a neural network based model which leverages dependency parsing to capture cross-positional dependencies and grammatical structures. With the help of lingu…
Conversational Question Answering: A Survey
Munazza Zaib, Wei Emma Zhang, Quan Z. Sheng +2
Question answering (QA) systems provide a way of querying the information available in various formats including, but not limited to, unstructured and structured data in natural la…
BERT-CoQAC: BERT-based Conversational Question Answering in Context
Munazza Zaib, Dai Hoang Tran, Subhash Sagar +3
As one promising way to inquire about any particular information through a dialog with the bot, question answering dialog systems have gained increasing research interests recently…