Complex linguistic features for text classification: A comprehensive study
Previous researches on advanced representations for document retrieval have shown that
statistical state-of-the-art models are not improved by a variety of different linguistic …
statistical state-of-the-art models are not improved by a variety of different linguistic …
[PDF][PDF] Exploiting syntactic and shallow semantic kernels for question answer classification
We study the impact of syntactic and shallow semantic information in automatic classification
of questions and answers and answer re-ranking. We define (a) new tree structures based …
of questions and answers and answer re-ranking. We define (a) new tree structures based …
User collaboration for answer generation in question and answer system
RC Johnson, SM Lewis, MD Whitley… - US Patent …, 2017 - Google Patents
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itsirous with 33% of the deity became are of the pairs easest typesidenerati and cirligtie 2 …
itsirous with 33% of the deity became are of the pairs easest typesidenerati and cirligtie 2 …
Designing an interactive open-domain question answering system
Interactive question answering (QA), where a dialogue interface enables follow-up and
clarification questions, is a recent although long-advocated field of research. We report on …
clarification questions, is a recent although long-advocated field of research. We report on …
Scientific keyphrase identification and classification by pre-trained language models intermediate task transfer learning
Scientific keyphrase identification and classification is the task of detecting and classifying
keyphrases from scholarly text with their types from a set of predefined classes. This task has …
keyphrases from scholarly text with their types from a set of predefined classes. This task has …
[PDF][PDF] A chatbot-based interactive question answering system
Interactive question answering (QA) systems, where a dialogue interface enables followup
and clarification questions, are a recent field of research. We report our experience on the …
and clarification questions, are a recent field of research. We report our experience on the …
Justifying passage machine learning for question and answer systems
BB Beamon, MD Whitley, RL Yates - US Patent 9,613,317, 2017 - Google Patents
(22) Filed: Mar. 28, 2014(57) ABSTRACT (65) Prior Publication Data Mechanisms are
provided for generating an answer to an input question. An input question is received and a …
provided for generating an answer to an input question. An input question is received and a …
Multi-Task Knowledge Distillation with Embedding Constraints for Scholarly Keyphrase Boundary Classification
The task of scholarly keyphrase boundary classification aims at identifying keyphrases from
scientific papers and classifying them with their types from a set of predefined classes (eg …
scientific papers and classifying them with their types from a set of predefined classes (eg …
[PDF][PDF] A framework for building adaptive intelligent virtual assistants
This paper describes a framework to support the construction of intelligent virtual assistants
(IVAs). An IVA agent is a software assistant capable of interacting with a user to support …
(IVAs). An IVA agent is a software assistant capable of interacting with a user to support …
Assessing user-specific difficulty of documents
MS Paukkeri, M Ollikainen, T Honkela - Information Processing & …, 2013 - Elsevier
On the web, a huge variety of text collections contain knowledge in different expertise
domains, such as technology or medicine. The texts are written for different uses and thus for …
domains, such as technology or medicine. The texts are written for different uses and thus for …