Mix: Multi-channel information crossing for text matching
Short Text Matching plays an important role in many natural language processing tasks such
as information retrieval, question answering, and conversational system. Conventional text …
as information retrieval, question answering, and conversational system. Conventional text …
Cross-pair text representations for answer sentence selection
High-level semantics tasks, eg, paraphrasing, textual entailment or question answering,
involve modeling of text pairs. Before the emergence of neural networks, this has been …
involve modeling of text pairs. Before the emergence of neural networks, this has been …
Alignment over heterogeneous embeddings for question answering
We propose a simple, fast, and mostly-unsupervised approach for non-factoid question
answering (QA) called Alignment over Heterogeneous Embeddings (AHE). AHE simply …
answering (QA) called Alignment over Heterogeneous Embeddings (AHE). AHE simply …
Interactive knowledge-enhanced attention network for answer selection
Answer selection which aims to select the most appropriate answers from a set of candidate
answers plays a crucial role in various applications such as question answering (QA) and …
answers plays a crucial role in various applications such as question answering (QA) and …
[PDF][PDF] Incorporating structural information for better coreference resolution
K Fang, F Jian - Twenty-Eighth International Joint Conference on …, 2019 - ijcai.org
Coreference resolution plays an important role in text understanding. In the literature,
various neural approaches have been proposed and achieved considerable success …
various neural approaches have been proposed and achieved considerable success …
Sanity check: A strong alignment and information retrieval baseline for question answering
While increasingly complex approaches to question answering (QA) have been proposed,
the true gain of these systems, particularly with respect to their expensive training …
the true gain of these systems, particularly with respect to their expensive training …
Shallow and deep syntactic/semantic structures for passage reranking in question-answering systems
In this article, we extensively study the use of syntactic and semantic structures obtained with
shallow and full syntactic parsers for answer passage reranking. We propose several …
shallow and full syntactic parsers for answer passage reranking. We propose several …
Syntax tree aware adversarial question rewriting for answer selection
Answer selection is an important method to achieve better user experience in question
answering (QA) systems and it is essential in ensuring better QA matching performance …
answering (QA) systems and it is essential in ensuring better QA matching performance …
Leveraging Structure for Effective Question Answering
D Bonadiman - 2020 - iris.unitn.it
In this thesis, we focus on Answer Sentence Selection (A2S) that is the core task of retrieval
based question answering. A2S consists of selecting the sentences that answer user …
based question answering. A2S consists of selecting the sentences that answer user …
[BOOK][B] Content Selection for Effective Counter-Argument Generation
C Hidey - 2020 - search.proquest.com
Content Selection for Effective Counter-Argument Generation Page 1 Content Selection for
Effective Counter-Argument Generation Christopher Hidey Submitted in partial fulfillment of …
Effective Counter-Argument Generation Christopher Hidey Submitted in partial fulfillment of …