experiments with interactive question answering

... that incorporates the question and the summary information  BERT for Question Answering: The system utilizes a BERT model (BertForQuestionAnswering) for answering the user's question It employs ... in capturing the interactions between images and questions Figure 3.1: Knowledge-based Visual Question Answering’s Taxonomy Visual Question Answering (VQA): VQA has become increasingly popular ... SOLUTIONThe main goal of this thesis is to improve the question answering feature for the Visual Question Answering problem to answer extensive question about entity in the picture In addition, the

Ngày tải lên: 25/10/2023, 22:19

... a framework for au- tomatically processing information com- ing from community Question Answering (cQA) portals with the purpose of gen- erating a trustful, complete, relevant and succinct summary ... method. 1 Introduction Community Question Answering (cQA) portals are an example of Social Media where the infor- mation need of a user is expressed in the form of a question for which a best answer ... as information overlap between an answer and its question, while Novelty was calculated as inverse overlap with all other answers to the same question. A score was as- signed to each concept

Ngày tải lên: 30/03/2014, 21:20

... with the iPhone I shoot more vertically, but when I shoot with my DSLR I shoot mostly horizontally I suspect it has mostly to do with what position is more comfortable to shoot from with ... too flat, shoot it and make it flatter with ToonPaint or push the saturation and blur with TiltShift If the picture is just boring, try randomizing it with PictureShow—it might bring out an ... answer yes, I was gone with this image THE PROCESSING... PROCESSING My favorite variation is shown at the right It is processed with PhotoFX The app allowed me to control, with a mask, the tone

Ngày tải lên: 31/05/2014, 01:14

... differences. They did not correlate with sample size, with the scale of the expression values or with their dispersion. However, there were notable differences within the same experiment that were ... [22,26]. In addition, results with blood cells have been concordant with results with LCLs [25], and the IRF5 risk haplotype has also been found to be associated with overexpression of IRF5 in ... There are reports indicating that this gene can be associated with a subgroup of patients with rheumatoid arthritis [14-16] and patients with other autoimmune diseases [17-19]. The IRF5 gene encodes

Ngày tải lên: 12/08/2014, 15:23

... Literature Review 17 2.1 Automatic Textual Question Answering 17 2.2 Community-based Question Answering 22 2.3 Multimedia Question Answering 28 2.4 ... to retrieve similar questions from community contributed QA (cQA) archives By parsing questions into syntactic trees, a fuzzy matching between the inquirer’s question and cQA questions is performed ... assist question understanding, which is the key to handle complex and general questions in broad domains Besides, answer medium 35 Table 2.3: The summarization of the previous multimedia question answering

Ngày tải lên: 10/09/2015, 09:21

... tags of question qt Here specific tags with lower collection frequencies are treated as less stable This equation can be intuitively interpreted as follows: question space Qs and its questions ... shown that question representation with “head” features is more powerful than “class-specific related words” This is due to question head is able to capture and highlight the object that a question ... only truncate the top 1K questions based on the initial relevance probabilities Thus the computational cost is very low In our experiments, the process can be completed within seconds(3.4GHz and

Ngày tải lên: 10/09/2015, 09:21

... queries: photo-based question answering (PQA) and textual news visualization (TNV) [79] PQA is a sub-branch of mul-timedia question answering [102], aiming to answer questions with precise image information, ... performance Kumaran and Allan [64, 65] proposed an interactive query induction approach, by presenting the users with the top 10 ranked sub-queries along with corresponding top ranking s-nippets The ... 1 tn i n t3 i3 t2 i2 t 4 i4 t 1 i1 tn i n t3 i3 t2 i2 t 4 i4 Concept Detector Photo-based Question Answering Textual News Visualization Other Potential Applications Figure 5.2: Illustration

Ngày tải lên: 10/09/2015, 09:22

... right part statistics are conducted with exclusion of questions where only textualbased answers are sufficient Including the questions with Excluding the questions with pure textual answers pure textual ... Photo-based Question Answering Community question answering (cQA) services have gained great popularity over the past decades [102, 124, 29], which encourage askers to post their specific questions ... Multi-modal question-answering: Questions without keyboards Asia Federation of Natural Language Processing, 2005 [62] F Kang, R Jin, and R Sukthankar Correlated label propagation with application

Ngày tải lên: 10/09/2015, 09:22

... 2 LITERATURE REVIEW 2.1 Evolution of Question Answering 14 2.1.1 TREC-based Question Answering 14 2.1.2 Community-based Question Answering 17 2.2 Question Retrieval Models 20 2.2.1 FAQ ... between questions and contexts The propagated scores are utilized to separate different sub-questions and group contexts with their related sub-questions The experiments demonstrate that the question ... follows: In Chapter 2, I give a literature review on question answering in both the traditional Question Answering and the Community-based Question Answering In particular, I will first give an overview

Ngày tải lên: 10/09/2015, 15:50

... the TREC-9 question answering track In TREC Voorhees, Ellen M 2003a Evaluating answers to definition questions In HLTNAACL 120 Voorhees, Ellen M 2003b Overview of the TREC 2003 question answering ... 24 Passage Retrieval for Factoid Question Answering 26 2.4.1 28 2.4 Attempts in Previous Work i Chapter Architecture of the Question Answering System 3.1 30 The Subsystem ... 129 iv Abstract Soft Matching for Question Answering Hang Cui I identify weaknesses in exact matching of syntactic and semantic features in current question answering (QA) systems Such hard matching

Ngày tải lên: 15/09/2015, 17:09

... SIMILAR QUESTIONS IN COMMUNITY QUESTION ANSWERING SYSTEMS NGUYEN LE NGUYEN NATIONAL UNIVERSITY OF SINGAPORE 2010 APPLYING SEMANTIC ANALYSIS TO FINDING SIMILAR QUESTIONS IN COMMUNITY QUESTION ANSWERING ... Language Processing, pages 697–704, Honolulu Question-Answering-Wikipedia 2009 Question answering from wikipedia http://en.wikipedia.org/wiki/Question answering Riedel, Sebastian and Ivan Meza-Ruiz ... Chapter Community Question Answering Systems i 23 3.1 3.2 Finding similar questions 25 3.1.1 Question detection 26 3.1.2 Matching similar question

Ngày tải lên: 30/09/2015, 14:16

... statistical tables that come with conventional textbooksalong with their distributional graphs have been coded within these interactive templates For instance, the interactivetemplate for the ... Trang 1Introductory Business Statistics with Interactive Spreadsheets - 1st Canadian EditionTrang 2Interactive Spreadsheets - 1st Canadian EditionUsing Interactive Microsoft Excel Templates Thomas ... made is quite different In estimation, you are answering the question, “What is the population like?”While in hypothesis testing you are answering the question, “Is the population like this or not?”

Ngày tải lên: 12/04/2017, 16:36

... questions are checked by hand to ensure that each question is not similar to other questions Then we paraphrase each question into 3 different versions with the same meaning The paraphrased questions ... the similar questionsCosine similarity 80.86 (%) Cosine similarity + Question analysis 87.61(%) From 1704 questions, we choose 605 questions as the input questions, in which each question have ... Vietnamese Question Answering System 119Fig 1 The system user interface Fig 2 The system architecture Question analysis module analyzes the questions and gives useful information about the question

Ngày tải lên: 16/12/2017, 15:15

... question answering system (VnCQAs), in which we focus on two subtasks: question classification and keyword identification The question classification employs the machine learning approaches with ... similar questions in our VnCQAs by 6.75% Introduction Question answering systems usually have a module for analyzing questions in order to extract the important information such as keywords, question ... synonyms in the question Figure shows an example for the question analysis module with the question: “Làm để tạo vùng nhớ ảo thay RAM” (How to create virtual memory to replace RAM) Question Classification

Ngày tải lên: 16/12/2017, 15:57

... Open-closed-domain question answering deals with questions about nearly everything and can only rely on universal ontology and information such as the World Wide Web On the other hand, closed-domain question answering ... also affect question answering performance in the IR phase Answer extraction is the final component in question answering system, which is a distinguishing feature between question answering systems ... Therefore, the question is first classified by its type: what, why, who, how, when, where questions, etc Question Processing Document Processing Question Classification Question Reformulation Question?

Ngày tải lên: 18/07/2018, 15:30

... Things Experiments with Real-World Applications — A guidebook for the eager-to-learn Arduino enthusiast — Adeel Javed Building Arduino Projects for the Internet of Things Experiments with Real-World ... Real-World Applications Adeel Javed Building Arduino Projects for the Internet of Things: Experiments with Real-World Applications Adeel Javed Lake Zurich, Illinois, USA ISBN-13 (pbk): 978-1-4842-1939-3 ... trademark symbol with every occurrence of a trademarked name, logo, or image we use the names, logos, and images only in an editorial fashion and to the benefit of the trademark owner, with no intention

Ngày tải lên: 28/11/2018, 10:53

... Retrieval LSTM Long Short-Term Memory NLP Natural Language Processing QA Question Answering QASA Question-Aware Self-Attentive QEL Question Encoding Layer R3 Reinforced Ranker-Reader ReLU Rectified ... studies in the literature are factoid questions which usually begin with Wh-interrogated words, i.e What, When, Where, Who [27] With open-domain QA,the questions are not restricted to any particular ... Open-domain Question Answering is a non-trivial problem with many difficultiesand challenges First of all, although the objective of an open-domain QA system is to give an answer to any question,

Ngày tải lên: 14/10/2019, 23:50

... Retrieval LSTM Long Short-Term Memory NLP Natural Language Processing QA Question Answering QASA Question-Aware Self-Attentive QEL Question Encoding Layer R3 Reinforced Ranker-Reader ReLU Rectified ... studies in the literature are factoid questions which usually begin with Wh-interrogated words, i.e What, When, Where, Who [27] With open-domain QA, the questions are not restricted to any particular ... Open-domain Question Answering is a non-trivial problem with many difficultiesand challenges First of all, although the objective of an open-domain QA system is to give an answer to any question,

Ngày tải lên: 16/06/2020, 17:43

... Retrieval LSTM Long Short-Term Memory NLP Natural Language Processing QA Question Answering QASA Question-Aware Self-Attentive QEL Question Encoding Layer R3 Reinforced Ranker-Reader ReLU Rectified ... studies in the literature are factoid questions which usually begin with Wh-interrogated words, i.e What, When, Where, Who [27] With open-domain QA, the questions are not restricted to any particular ... Open-domain Question Answering is a non-trivial problem with many difficultiesand challenges First of all, although the objective of an open-domain QA system is to give an answer to any question,

Ngày tải lên: 24/06/2020, 07:12

... customized with almost limitless interaction Want to learn more? SnapApp teamed up with Vidyard to create an interactive video illustrating the capabilities of linking interactive video with your ... 6-10 fields on a lead form, but not anymore! With interactive content you can begin to score on a range of options From demographic data captured within the content to behavioral actions, you’ll ... them what they want, when they want it Interactive content gives your nurture streams a personal edge with the ability to bucket lists based off user responses within your content The Aberdeen Group

Ngày tải lên: 14/08/2020, 01:22