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Learning Question Classifiers
Xin Li
|
Dan Roth
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Paper Details:
Year: 2002
Venue:
COLING |
Citations
URL
A Language Independent Method for Question Classification
Thamar Solorio
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Manuel Pérez-Coutiño
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Manuel Montes-y-Gómez
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Luis Villaseñor-Pineda
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Aurelio López-López
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Classifying What-Type Questions by Head Noun Tagging
Fangtao Li
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Xian Zhang
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Jinhui Yuan
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Xiaoyan Zhu
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High Accuracy Rule-based Question Classification using Question Syntax and Semantics
Harish Tayyar Madabushi
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Mark Lee
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Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling
Peng Zhou
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Zhenyu Qi
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Suncong Zheng
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Jiaming Xu
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Hongyun Bao
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Bo Xu
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Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy
Deepak Gupta
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Rajkumar Pujari
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Asif Ekbal
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Pushpak Bhattacharyya
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Anutosh Maitra
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Tom Jain
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Shubhashis Sengupta
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Adaptive Learning of Local Semantic and Global Structure Representations for Text Classification
Jianyu Zhao
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Zhiqiang Zhan
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Qichuan Yang
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Yang Zhang
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Changjian Hu
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Zhensheng Li
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Liuxin Zhang
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Zhiqiang He
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Learning What to Share: Leaky Multi-Task Network for Text Classification
Liqiang Xiao
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Honglun Zhang
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Wenqing Chen
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Yongkun Wang
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Yaohui Jin
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Integrating Question Classification and Deep Learning for improved Answer Selection
Harish Tayyar Madabushi
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Mark Lee
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John Barnden
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Using Semantic Roles to Improve Question Answering
Dan Shen
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Mirella Lapata
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Learning Unsupervised SVM Classifier for Answer Selection in Web Question Answering
Youzheng Wu
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Ruiqiang Zhang
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Xinhui Hu
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Hideki Kashioka
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Question Classification using Head Words and their Hypernyms
Zhiheng Huang
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Marcus Thint
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Zengchang Qin
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Investigation of Question Classifier in Question Answering
Zhiheng Huang
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Marcus Thint
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Asli Celikyilmaz
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Function-Based Question Classification for General QA
Fan Bu
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Xingwei Zhu
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Yu Hao
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Xiaoyan Zhu
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Structured Lexical Similarity via Convolution Kernels on Dependency Trees
Danilo Croce
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Alessandro Moschitti
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Roberto Basili
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Automatic Feature Engineering for Answer Selection and Extraction
Aliaksei Severyn
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Alessandro Moschitti
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Convolutional Neural Networks for Sentence Classification
Yoon Kim
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Sentence Modeling with Gated Recursive Neural Network
Xinchi Chen
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Xipeng Qiu
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Chenxi Zhu
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Shiyu Wu
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Xuanjing Huang
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The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization
Phong Le
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Willem Zuidema
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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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Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents
Pengfei Liu
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Xipeng Qiu
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Xinchi Chen
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Shiyu Wu
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Xuanjing Huang
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Improving Semantic Parsing via Answer Type Inference
Semih Yavuz
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Izzeddin Gur
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Yu Su
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Mudhakar Srivatsa
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Xifeng Yan
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Initializing Convolutional Filters with Semantic Features for Text Classification
Shen Li
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Zhe Zhao
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Tao Liu
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Renfen Hu
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Xiaoyong Du
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Learning Generic Sentence Representations Using Convolutional Neural Networks
Zhe Gan
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Yunchen Pu
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Ricardo Henao
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Chunyuan Li
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Xiaodong He
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Lawrence Carin
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Quantifying Context Overlap for Training Word Embeddings
Yimeng Zhuang
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Jinghui Xie
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Yinhe Zheng
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Xuan Zhu
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Cross-Pair Text Representations for Answer Sentence Selection
Kateryna Tymoshenko
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Alessandro Moschitti
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Investigating Capsule Networks with Dynamic Routing for Text Classification
Min Yang
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Wei Zhao
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Jianbo Ye
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Zeyang Lei
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Zhou Zhao
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Soufei Zhang
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Simple Recurrent Units for Highly Parallelizable Recurrence
Tao Lei
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Yu Zhang
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Sida I. Wang
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Hui Dai
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Yoav Artzi
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Learning Universal Sentence Representations with Mean-Max Attention Autoencoder
Minghua Zhang
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Yunfang Wu
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Weikang Li
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Wei Li
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Multi-Task Label Embedding for Text Classification
Honglun Zhang
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Liqiang Xiao
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Wenqing Chen
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Yongkun Wang
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Yaohui Jin
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MCapsNet: Capsule Network for Text with Multi-Task Learning
Liqiang Xiao
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Honglun Zhang
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Wenqing Chen
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Yongkun Wang
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Yaohui Jin
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Universal Sentence Encoder for English
Daniel Cer
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Yinfei Yang
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Sheng-yi Kong
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Nan Hua
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Nicole Limtiaco
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Rhomni St. John
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Noah Constant
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Mario Guajardo-Cespedes
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Steve Yuan
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Chris Tar
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Brian Strope
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Ray Kurzweil
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QUALIFIER: Question Answering by Lexical Fabric and External Resources
Hui Yang
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Tat-Seng Chua
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A Probabilistic Answer Type Model
Christopher Pinchak
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Dekang Lin
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Flexible Answer Typing with Discriminative Preference Ranking
Christopher Pinchak
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Dekang Lin
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Davood Rafiei
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Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm
Pascal Denis
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Liva Ralaivola
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Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings
Abhishek Abhishek
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Ashish Anand
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Amit Awekar
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Enhanced Answer Type Inference from Questions using Sequential Models
Vijay Krishnan
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Sujatha Das
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Soumen Chakrabarti
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Emotions from Text: Machine Learning for Text-based Emotion Prediction
Cecilia Ovesdotter Alm
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Dan Roth
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Richard Sproat
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Classification of Multiple-Sentence Questions
Akihiro Tamura
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Hiroya Takamura
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Manabu Okumura
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Question Classification using Multiple Classifiers
Xin Li
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Xuan-Jing Huang
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Li-de Wu
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A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification
Ye Zhang
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Byron Wallace
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Efficiency-aware Answering of Compositional Questions using Answer Type Prediction
David Ziegler
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Abdalghani Abujabal
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Rishiraj Saha Roy
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Gerhard Weikum
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Learning to Rank Answers to Non-Factoid Questions from Web Collections
Mihai Surdeanu
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Massimiliano Ciaramita
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Hugo Zaragoza
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Generating Sentences from a Continuous Space
Samuel R. Bowman
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Luke Vilnis
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Oriol Vinyals
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Andrew Dai
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Rafal Jozefowicz
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Samy Bengio
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Semi-supervised Clustering for Short Text via Deep Representation Learning
Zhiguo Wang
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Haitao Mi
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Abraham Ittycheriah
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Learning What is Essential in Questions
Daniel Khashabi
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Tushar Khot
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Ashish Sabharwal
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Dan Roth
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Uncovering Code-Mixed Challenges: A Framework for Linguistically Driven Question Generation and Neural Based Question Answering
Deepak Gupta
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Pabitra Lenka
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Asif Ekbal
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Pushpak Bhattacharyya
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Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks
Edward Collins
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Nikolai Rozanov
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Bingbing Zhang
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From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information
Hengru Xu
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Shen Li
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Renfen Hu
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Si Li
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Sheng Gao
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Extended Named Entity Ontology with Attribute Information
Satoshi Sekine
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Scaling Answer Type Detection to Large Hierarchies
Kirk Roberts
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Andrew Hickl
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JUST.ASK, a QA system that learns to answer new questions from previous interactions
Sérgio Curto
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Ana C. Mendes
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Pedro Curto
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Luísa Coheur
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Ângela Costa
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The DBOX Corpus Collection of Spoken Human-Human and Human-Machine Dialogues
Volha Petukhova
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Martin Gropp
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Dietrich Klakow
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Gregor Eigner
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Mario Topf
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Stefan Srb
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Petr Motlicek
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Blaise Potard
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John Dines
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Olivier Deroo
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Ronny Egeler
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Uwe Meinz
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Steffen Liersch
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Anna Schmidt
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A Study on Expert Sourcing Enterprise Question Collection and Classification
Yuan Luo
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Thomas Boucher
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Tolga Oral
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David Osofsky
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Sara Weber
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Building a Corpus of Errors and Quality in Machine Translation: Experiments on Error Impact
Ângela Costa
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Rui Correia
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Luísa Coheur
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“Who was Pietro Badoglio?” Towards a QA system for Italian History
Stefano Menini
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Rachele Sprugnoli
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Antonio Uva
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MMQA: A Multi-domain Multi-lingual Question-Answering Framework for English and Hindi
Deepak Gupta
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Surabhi Kumari
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Asif Ekbal
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Pushpak Bhattacharyya
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Annotating Educational Questions for Student Response Analysis
Andreea Godea
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Rodney Nielsen
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Question Classification with Support Vector Machines and Error Correcting Codes
Kadri Hacioglu
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Wayne Ward
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Automatic Answer Typing for How-Questions
Christopher Pinchak
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Shane Bergsma
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Answer Extraction as Sequence Tagging with Tree Edit Distance
Xuchen Yao
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Benjamin Van Durme
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Chris Callison-Burch
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Peter Clark
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Finding What Matters in Questions
Xiaoqiang Luo
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Hema Raghavan
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Vittorio Castelli
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Sameer Maskey
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Radu Florian
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Convolutional Neural Networks vs. Convolution Kernels: Feature Engineering for Answer Sentence Reranking
Kateryna Tymoshenko
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Daniele Bonadiman
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Alessandro Moschitti
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Deep LSTM based Feature Mapping for Query Classification
Yangyang Shi
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Kaisheng Yao
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Le Tian
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Daxin Jiang
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Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents
Rui Zhang
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Honglak Lee
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Dragomir R. Radev
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Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss
Peng Xu
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Denilson Barbosa
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Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations
Sosuke Kobayashi
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Simple and Effective Semi-Supervised Question Answering
Bhuwan Dhingra
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Danish Danish
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Dheeraj Rajagopal
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A Deeper Look into Dependency-Based Word Embeddings
Sean MacAvaney
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Amir Zeldes
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Convolution Kernels with Feature Selection for Natural Language Processing Tasks
Jun Suzuki
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Hideki Isozaki
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Eisaku Maeda
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QuestionBank: Creating a Corpus of Parse-Annotated Questions
John Judge
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Aoife Cahill
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Josef van Genabith
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Kernels on Linguistic Structures for Answer Extraction
Alessandro Moschitti
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Silvia Quarteroni
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Learning foci for Question Answering over Topic Maps
Alexander Mikhailian
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Tiphaine Dalmas
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Rani Pinchuk
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Coarse Lexical Semantic Annotation with Supersenses: An Arabic Case Study
Nathan Schneider
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Behrang Mohit
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Kemal Oflazer
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Noah A. Smith
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Question Classification Transfer
Anne-Laure Ligozat
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Explicit and Implicit Syntactic Features for Text Classification
Matt Post
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Shane Bergsma
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Question Analysis for Polish Question Answering
Piotr Przybyła
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A Convolutional Neural Network for Modelling Sentences
Nal Kalchbrenner
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Edward Grefenstette
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Phil Blunsom
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Bayesian Kernel Methods for Natural Language Processing
Daniel Beck
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Question Answering over Freebase with Multi-Column Convolutional Neural Networks
Li Dong
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Furu Wei
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Ming Zhou
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Ke Xu
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Sparse Overcomplete Word Vector Representations
Manaal Faruqui
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Yulia Tsvetkov
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Dani Yogatama
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Chris Dyer
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Noah A. Smith
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Dependency-based Convolutional Neural Networks for Sentence Embedding
Mingbo Ma
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Liang Huang
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Bowen Zhou
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Bing Xiang
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KeLP: a Kernel-based Learning Platform for Natural Language Processing
Simone Filice
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Giuseppe Castellucci
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Danilo Croce
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Roberto Basili
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CSE: Conceptual Sentence Embeddings based on Attention Model
Yashen Wang
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Heyan Huang
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Chong Feng
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Qiang Zhou
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Jiahui Gu
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Xiong Gao
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Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling
Zhe Gan
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Chunyuan Li
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Changyou Chen
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Yunchen Pu
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Qinliang Su
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Lawrence Carin
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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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A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors
Mikhail Khodak
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Nikunj Saunshi
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Yingyu Liang
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Tengyu Ma
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Brandon Stewart
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Sanjeev Arora
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A Document Descriptor using Covariance of Word Vectors
Marwan Torki
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Head-Lexicalized Bidirectional Tree LSTMs
Zhiyang Teng
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Yue Zhang
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ASM Kernel: Graph Kernel using Approximate Subgraph Matching for Relation Extraction
Nagesh C. Panyam
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Karin Verspoor
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Trevor Cohn
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Rao Kotagiri
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Phrasenet: towards context sensitive lexical semantics
Xin Li
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Dan Roth
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Yuancheng Tu
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Question Classification using HDAG Kernel
Jun Suzuki
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Hirotoshi Taira
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Yutaka Sasaki
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Eisaku Maeda
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BRUJA: Question Classification for Spanish. Using Machine Translationand an English Classifier
Miguel Á. García Cumbreras
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L. Alfonso Ureña López
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Fernando Martínez Santiago
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Topic Indexing and Retrieval for Factoid QA
Kisuh Ahn
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Bonnie Webber
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A Study of Convolution Tree Kernel with Local Alignment
Lidan Zhang
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Kwok-Ping Chan
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Question Classification for Email
Rachel Cotterill
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Evaluating Answers to Reading Comprehension Questions in Context: Results for German and the Role of Information Structure
Detmar Meurers
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Ramon Ziai
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Niels Ott
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Janina Kopp
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Exploring linguistically-rich patterns for question generation
Sérgio Curto
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Ana Cristina Mendes
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Luísa Coheur
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Learning Adaptable Patterns for Passage Reranking
Aliaksei Severyn
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Massimo Nicosia
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Alessandro Moschitti
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Linguistically Motivated Question Classification
Alexandr Chernov
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Volha Petukhova
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Dietrich Klakow
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Using Positional Suffix Trees to Perform Agile Tree Kernel Calculation
Gustavo Henrique Paetzold
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Automatic classification of doctor-patient questions for a virtual patient record query task
Leonardo Campillos Llanos
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Sophie Rosset
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Pierre Zweigenbaum
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Rethinking Skip-thought: A Neighborhood based Approach
Shuai Tang
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Hailin Jin
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Chen Fang
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Zhaowen Wang
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Virginia de Sa
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Chat Discrimination for Intelligent Conversational Agents with a Hybrid CNN-LMTGRU Network
Dennis Singh Moirangthem
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Minho Lee
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Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding
Shuai Tang
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Hailin Jin
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Chen Fang
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Zhaowen Wang
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Virginia de Sa
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Connecting Supervised and Unsupervised Sentence Embeddings
Gil Levi
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Interpreting Neural Networks with Nearest Neighbors
Eric Wallace
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Shi Feng
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Jordan Boyd-Graber
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http://L2R.cs.uiuc.edu/cogcomp/cc-
http://L2R.cs.uiuc.edu/cogcomp/
Field Of Study
Task
Question Answering
Language
English
French
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