question-answer pairs
FreebaseQA: A New Factoid QA Data Set Matching Trivia Style Question Answer Pairs with Freebase
... involving question-answer pairs as well as their corresponding Freebase matches have been created in the ...language question is first converted into a logic form to retrieve the answer ...
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Large scale Semantic Parsing without Question Answer Pairs
... from question-answer pairs and follows a two-stage procedure: first, a natural language sen- tence is converted to a domain-independent seman- tic parse and then grounded onto Freebase using a set of ...
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Enhanced lexicon based models for extracting question-answer pairs from web forum
... constructs question and answer sets, and adds them to their FAQ ...automatically question-answer pairs that will be used to populate the FAQ, hence, the motivation for this ...
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Harvesting Paragraph level Question Answer Pairs from Wikipedia
... The answer to each question is a segment of text from the corre- sponding Wiki ...The question-answer pairs were generated by annotators from a paragraph; and although the dataset is ...
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Mining question-answer pairs from web forum: a survey of challenges and resolutions
... forum question answering is to avoid the use of contextual ...authorship, answer length, normalized position of post, ...of question-answer pairs from ...between question and ...
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Open Information Extraction from Question Answer Pairs
... There is a long history of O PEN IE systems for extracting tuples from plain text. They are built on hand-crafted patterns over an intermedi- ate representation of a sentence (e.g., POS tags (Yates et al., 2007; Fader et ...
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Learning to Rank Question Answer Pairs Using Hierarchical Recurrent Encoder with Latent Topic Clustering
... In this paper, we propose a novel end-to-end neural architecture for ranking candidate an- swers, that adapts a hierarchical recurrent neu- ral network and a latent topic clustering mod- ule. With our proposed model, a ...
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Semantic Parsing on Freebase from Question Answer Pairs
... In this paper, we train a semantic parser that scales up to Freebase. Instead of relying on annotated logical forms, which is especially expensive to obtain at large scale, we learn from question-answer ...
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Detection of Question Answer Pairs in Email Conversations
... detect question- answer pairs with good ...highlight question-answer pairs in a generated ...the question asked, such questions do not require to be paired with ...these ...
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Modeling Semantic Relevance for Question Answer Pairs in Web Social Communities
... 45.00% in P@1 and 62.03% in MRR for answer detecting on forum data after fine-tuning, while some related works have reported the results with the precision over 90% (Cong et al., 2008; Hong and Davison, 2009). ...
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Strategies for Mixed Initiative Conversation Management using Question Answer Pairs
... interactive question answering (Wong et ...<thread-title><reply> pairs from online forums as ‘knowledge’ for ...candidate pairs are then ranked according to the quality of the content, ...
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Generating Natural Language Question Answer Pairs from a Knowledge Graph Using a RNN Based Question Generation Model
... automatic question generation from ...a question template is a pre- defined text with placeholder variables to be re- placed with content from source ...
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QA It: Classifying Non Referential It for Question Answer Pairs
... annotation is done on the document-level, which is useful for both human annotators and machine learning algorithms to disambiguate different types of it. Our dataset is challenging because it includes many grammatical ...
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Relation Extraction from Community Generated Question Answer Pairs
... tions is errors in entity linking. For example: “Who is Tim O’Brien? He was born in Austin on October 1, 1946”. The model was able to correctly extract [Tim O’Brien, date of birth, October 1, 1946], how- ever Tim O’Brien ...
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Qme! : A Speech based Question Answering system on Mobile Devices
... user’s question and attempt to synthesize a coherent an- swer by aggregating the relevant ...an answer for factoid style ...of question-answer pairs and retrieves the asso- ciated ...
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MindLab Neural Network Approach at BioASQ 6B
... between question-answer ...between question and answer pairs, then a reordering is carried out using pseudo-relevance feedback based on the terms from the most related answer in ...
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Combining Lexical Semantic Resources with Question & Answer Archives for Translation Based Answer Finding
... Berger and Lafferty (1999) have formulated a further solution to the lexical gap problem con- sisting in integrating monolingual statistical trans- lation models in the retrieval process. Monolin- gual translation models ...
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Chinese Answer Extraction Based on POS Tree and Genetic Algorithm
... web-based question an- swering ...of answer ex- traction to new domains and eliminate the influence of the incomplete and noisy search snippets, we propose two new an- swer exraction ...date answer ...
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Guiding Extractive Summarization with Question Answering Rewards
... with question-answering ...to answer important questions, and such question-answer pairs can be conve- niently obtained from human ...
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This is how we do it: Answer Reranking for Open domain How Questions with Paragraph Vectors and Minimal Feature Engineering
... transforms question-answer pairs into their vector ...a question-answer pair (q, a) is a concatenation of the distributed representations q and a for the question and the ...
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