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WikiQA: A Challenge Dataset for Open-Domain Question Answering
Yi Yang
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Wen-tau Yih
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Christopher Meek
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Paper Details:
Month: September
Year: 2015
Location: Lisbon, Portugal
Venue:
EMNLP |
SIG: SIGDAT
Citations
URL
Sentence Similarity Learning by Lexical Decomposition and Composition
Zhiguo Wang
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Haitao Mi
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Abraham Ittycheriah
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FastHybrid: A Hybrid Model for Efficient Answer Selection
Lidan Wang
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Ming Tan
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Jiawei Han
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Hybrid Question Answering over Knowledge Base and Free Text
Kun Xu
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Yansong Feng
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Songfang Huang
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Dongyan Zhao
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An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence Classification Tasks
Anirban Laha
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Vikas Raykar
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Answerable or Not: Devising a Dataset for Extending Machine Reading Comprehension
Mao Nakanishi
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Tetsunori Kobayashi
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Yoshihiko Hayashi
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A Review on Deep Learning Techniques Applied to Answer Selection
Tuan Manh Lai
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Trung Bui
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Sheng Li
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One vs. Many QA Matching with both Word-level and Sentence-level Attention Network
Lu Wang
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Shoushan Li
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Changlong Sun
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Luo Si
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Xiaozhong Liu
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Min Zhang
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Guodong Zhou
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Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering
Wuwei Lan
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Wei Xu
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SQuAD: 100,000+ Questions for Machine Comprehension of Text
Pranav Rajpurkar
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Jian Zhang
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Konstantin Lopyrev
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Percy Liang
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Question Generation for Question Answering
Nan Duan
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Duyu Tang
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Peng Chen
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Ming Zhou
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Learning to Paraphrase for Question Answering
Li Dong
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Jonathan Mallinson
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Siva Reddy
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Mirella Lapata
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Inter-Weighted Alignment Network for Sentence Pair Modeling
Gehui Shen
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Yunlun Yang
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Zhi-Hong Deng
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Convolutional Neural Networks with Recurrent Neural Filters
Yi Yang
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Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection
Massimo Nicosia
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Alessandro Moschitti
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Learning Context-Sensitive Convolutional Filters for Text Processing
Dinghan Shen
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Martin Renqiang Min
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Yitong Li
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Lawrence Carin
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A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension
Jiahua Liu
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Wan Wei
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Maosong Sun
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Hao Chen
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Yantao Du
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Dekang Lin
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Cross-Pair Text Representations for Answer Sentence Selection
Kateryna Tymoshenko
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Alessandro Moschitti
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How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks
Divyansh Kaushik
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Zachary C. Lipton
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Neural Tree Indexers for Text Understanding
Tsendsuren Munkhdalai
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Hong Yu
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Neural Semantic Encoders
Tsendsuren Munkhdalai
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Hong Yu
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Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching
Wenpeng Yin
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Hinrich Schütze
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Discriminative Information Retrieval for Question Answering Sentence Selection
Tongfei Chen
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Benjamin Van Durme
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YNU-HPCC at IJCNLP-2017 Task 5: Multi-choice Question Answering in Exams Using an Attention-based LSTM Model
Hang Yuan
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You Zhang
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Jin Wang
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Xuejie Zhang
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Comparing Attention-Based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension
Matthias Blohm
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Glorianna Jagfeld
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Ekta Sood
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Xiang Yu
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Ngoc Thang Vu
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Automatic Thesaurus Construction for Modern Hebrew
Chaya Liebeskind
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Ido Dagan
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Jonathan Schler
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FrNewsLink : a corpus linking TV Broadcast News Segments and Press Articles
Nathalie Camelin
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Géraldine Damnati
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Abdessalam Bouchekif
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Anais Landeau
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Delphine Charlet
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Yannick Estève
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Semi-supervised Training Data Generation for Multilingual Question Answering
Kyungjae Lee
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Kyoungho Yoon
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Sunghyun Park
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Seung-won Hwang
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Annotating Educational Questions for Student Response Analysis
Andreea Godea
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Rodney Nielsen
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Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement
Hua He
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Jimmy Lin
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Self-Training for Jointly Learning to Ask and Answer Questions
Mrinmaya Sachan
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Eric Xing
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The Web as a Knowledge-Base for Answering Complex Questions
Alon Talmor
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Jonathan Berant
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Learning to Rank Question-Answer Pairs Using Hierarchical Recurrent Encoder with Latent Topic Clustering
Seunghyun Yoon
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Joongbo Shin
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Kyomin Jung
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Supervised and Unsupervised Transfer Learning for Question Answering
Yu-An Chung
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Hung-Yi Lee
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James Glass
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DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents
Zhao Yan
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Nan Duan
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Junwei Bao
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Peng Chen
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Ming Zhou
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Zhoujun Li
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Jianshe Zhou
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WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia
Daniel Hewlett
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Alexandre Lacoste
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Llion Jones
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Illia Polosukhin
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Andrew Fandrianto
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Jay Han
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Matthew Kelcey
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David Berthelot
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Question Answering on Freebase via Relation Extraction and Textual Evidence
Kun Xu
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Siva Reddy
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Yansong Feng
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Songfang Huang
|
Dongyan Zhao
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Coarse-to-Fine Question Answering for Long Documents
Eunsol Choi
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Daniel Hewlett
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Jakob Uszkoreit
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Illia Polosukhin
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Alexandre Lacoste
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Jonathan Berant
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Evaluation Metrics for Machine Reading Comprehension: Prerequisite Skills and Readability
Saku Sugawara
|
Yusuke Kido
|
Hikaru Yokono
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Akiko Aizawa
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TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension
Mandar Joshi
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Eunsol Choi
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Daniel Weld
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Luke Zettlemoyer
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EviNets: Neural Networks for Combining Evidence Signals for Factoid Question Answering
Denis Savenkov
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Eugene Agichtein
|
Question Answering through Transfer Learning from Large Fine-grained Supervision Data
Sewon Min
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Minjoon Seo
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Hannaneh Hajishirzi
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RelTextRank: An Open Source Framework for Building Relational Syntactic-Semantic Text Pair Representations
Kateryna Tymoshenko
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Alessandro Moschitti
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Massimo Nicosia
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Aliaksei Severyn
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Efficient and Robust Question Answering from Minimal Context over Documents
Sewon Min
|
Victor Zhong
|
Richard Socher
|
Caiming Xiong
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Document Modeling with External Attention for Sentence Extraction
Shashi Narayan
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Ronald Cardenas
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Nikos Papasarantopoulos
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Shay B. Cohen
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Mirella Lapata
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Jiangsheng Yu
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Yi Chang
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Know What You Don’t Know: Unanswerable Questions for SQuAD
Pranav Rajpurkar
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Robin Jia
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Percy Liang
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ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs
Wenpeng Yin
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Hinrich Schütze
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Bing Xiang
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Bowen Zhou
|
Questionable Answers in Question Answering Research: Reproducibility and Variability of Published Results
Matt Crane
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Constructing Datasets for Multi-hop Reading Comprehension Across Documents
Johannes Welbl
|
Pontus Stenetorp
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Sebastian Riedel
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You and me... in a vector space: modelling individual speakers with distributional semantics
Aurélie Herbelot
|
Behrang QasemiZadeh
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Evaluating Semantic Parsing against a Simple Web-based Question Answering Model
Alon Talmor
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Mor Geva
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Jonathan Berant
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Representation Learning for Answer Selection with LSTM-Based Importance Weighting
Andreas Rücklé
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Iryna Gurevych
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A Simple End-to-End Question Answering Model for Product Information
Tuan Lai
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Trung Bui
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Sheng Li
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Nedim Lipka
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http://aka.ms/WikiQA
https://code.google.com/p/word2vec/
Field Of Study
Linguistic Trends
Lexical Semantics
Embeddings
Task
Question Answering
Language
Spanish
Dataset
Query Logs
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