[PDF] Top 20 LDA Based Similarity Modeling for Question Answering
Has 10000 "LDA Based Similarity Modeling for Question Answering" found on our website. Below are the top 20 most common "LDA Based Similarity Modeling for Question Answering".
LDA Based Similarity Modeling for Question Answering
... In this paper, we present a ranking schema fo- cusing on a new similarity modeling approach via generative and discriminative methods to utilize best features of both approaches. Combinations of dis- ... See full document
9
CCQA: A Chinese Community Question answering Tool Based on Sentence Similarity with Word Embedding
... the similarity between the two sentences using both word2vec model and doc2vec ...larger similarity than the currently maximum one would be stored. Question with the largest similarity is ... See full document
6
Similarity Based Language Model Construction for Voice Activated Open Domain Question Answering
... 2 Our Open-Domain QA System (Ikkyu) Before presenting the proposed method, we ex- plain about Ikkyu, our open domain QA system, to clarify the motivation behind the task settings and the requirements for our speech ... See full document
9
A discourse based approach for Arabic question answering
... non-factoid question including “why” and “how” questions for the Japanese language (Shima and Mitamura, ...study based on the assumption that answers are of a one sentence or paragraph long and to be ... See full document
19
Big Data Analytics Tools, Methods & Frameworks: A Comprehensive Review
... framework based on MapReduce technology for summarizing large text ...semantic similarity based clustering and topic modeling using Latent Dirichlet Allocation (LDA) for briefing the ... See full document
6
Exploiting Bilingual Translation for Question Retrieval in Community Based Question Answering
... 6.2 WSD and Query Expansion for Monolingual Information Retrieval Besides in CQA, word ambiguity and lexical gap have been investigated in information re- trieval (IR). Zhong and Ng (2012) proposed a novel approach to ... See full document
18
Language Modeling for Document Selection in Question Answering
... the Question Answering do- main, for a question in natural language, precise answers to the question are ex- tracted from documents according only to the context of the ...search. Based ... See full document
5
Corpus based Question Answering for why Questions
... the question in content, and (3) some causal relation should be observed between the can- didate and the ...the question “Why was X arrested?” because “for fraud” expresses a cause, the question and ... See full document
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Summarizing large text collection using topic modeling and clustering based on MapReduce framework
... Semantic similarity and clustering can be utilized efficiently for generating effective summary of large text ...semantic similarity computation in summarization ...framework based on MapReduce ... See full document
18
Question Similarity in Community Question Answering: A Systematic Exploration of Preprocessing Methods and Models
... 3 based on the Qatar Living corpus 6 ...target question), and 26,690 comments (around 10 per related ques- ...target question, each of its related questions, retrieved by Google, was manually an- ... See full document
9
Constraint Based Question Answering with Knowledge Graph
... In this work, we propose using Siamese convolutional neural networks (CNN) in Figure 4 to calculate the similarity of two sequences. The model consists of two neural networks taking two sequences as input and maps ... See full document
12
A Boolean based Question Answering System
... The question expansion is also a hot research topic in the question analysis ...semantic similarity dictionary and snippets will be used in question extension ...the question ... See full document
117
Instance Based Generation for Interactive Restricted Domain Question Answering Systems
... of similarity, we determine the the intersection of content words in the retrieved ...the similarity score between the current dialogue and an example dialogue as ... See full document
12
Lattice CNNs for Matching Based Chinese Question Answering
... Chinese question answering which utilizes lattice based CNNs to extract sentence level features over word ...representation modeling is required. We evaluate our LCNs models on two ... See full document
8
Question Generation for Question Answering
... results based on original la- beled training sets, G-QG achieves comparable or better ...for question pattern prediction, both retrieval-based and generation-based methods per- form ...QG, ... See full document
9
Statistical Measure to Compute the Similarity between Answers in Online Question Answering Portal
... sentence similarity. The evaluation results shows that the sentences similarity based on proposed method has the better performance than the Jaccard algorithm and other previous existing algorithms ... See full document
5
QUESTION ANSWERING SYSTEM USING SIMILARITY AND CLASSIFICATION TECHNIQUES
... proposed question answering ...answers based on SVM with other ...proposed question types and documents ...where question types documents but the fasting subject can be classified as ... See full document
7
A Multi Domain Framework for Textual Similarity A Case Study on Question to Question and Question Answering Similarity Tasks
... related question contains more details about the ...the question pairs and question-answering pairs follow the same schema that is: short original questions in the subject of the post and long ... See full document
6
Intelligent Question and Answering System Based on SVM and Cosine Similarity
... is based on the FAQ library, and the test data is the answer to all the questions in the FAQ ...structure" question 300, "database introduction" question 300, "computer network" ... See full document
6
A kind of intelligent question answering system based on sentence similarity calculation model
... intelligent question-answering system is designed, there are 6 steps to consist the following main ...user’s question of natural language that needs to deal with into the answering library or ... See full document
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