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Computation and Language
#ComputationandLanguage
π GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations
π₯ Zhilin Yang, Jake, Zhao, Bhuwan Dhingra, Kaiming He, William W. Cohen, Ruslan Salakhutdinov, Yann LeCun
π PDF
π Structure-Infused Copy Mechanisms for Abstractive Summarization
π₯ Kaiqiang Song, Lin Zhao, Fei Liu
π PDF
π Abstract Meaning Representation for Multi-Document Summarization
π₯ Kexin Liao, Logan Lebanoff, Fei Liu
π PDF
π Grounded Textual Entailment
π₯ Hoa Trong Vu, Claudio Greco, Aliia Erofeeva, Somayeh Jafaritazehjan, Guido Linders, Marc Tanti, Alberto Testoni, Raffaella Bernardi, Albert Gatt
π PDF
π NCRF++: An Open-source Neural Sequence Labeling Toolkit
π₯ Jie Yang, Yue Zhang
π PDF
π Gender Prediction in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System
π₯ Ankush Khandelwal, Sahil Swami, Syed Sarfaraz Akhtar, Manish Shrivastava
π PDF
π A Survey on Open Information Extraction
π₯ Christina Niklaus, Matthias Cetto, AndrΓ© Freitas, Siegfried Handschuh
π PDF
π SemAxis: A Lightweight Framework to Characterize Domain-Specific Word Semantics Beyond Sentiment
π₯ Jisun An, Haewoon Kwak, Yong-Yeol Ahn
π PDF
π Translations as Additional Contexts for Sentence Classification
π₯ Reinald Kim Amplayo, Kyungjae Lee, Jinyeong Yeo, Seung-won Hwang
π PDF
π Humor Detection in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System
π₯ Ankush Khandelwal, Sahil Swami, Syed S. Akhtar, Manish Shrivastava
π PDF
π Cold-Start Aware User and Product Attention for Sentiment Classification
π₯ Reinald Kim Amplayo, Jihyeok Kim, Sua Sung, Seung-won Hwang
π PDF
π Entity Commonsense Representation for Neural Abstractive Summarization
π₯ Reinald Kim Amplayo, Seonjae Lim, Seung-won Hwang
π PDF
π Aspect Sentiment Model for Micro Reviews
π₯ Reinald Kim Amplayo, Seung-won Hwang
π PDF
π Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems
π₯ Lina M. Rojas-Barahona, IΓ±igo Casanueva, Pawel Budzianowski, Stefan Ultes, Milica Gasic, Bo-Hsiang Tseng, Steve Young
π PDF
π Morphological and Language-Agnostic Word Segmentation for NMT
π₯ Dominik MachΓ‘Δek, JonΓ‘Ε‘ Vidra, OndΕej Bojar
π PDF
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Computation and Language
#ComputationandLanguage
π GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations
π₯ Zhilin Yang, Jake, Zhao, Bhuwan Dhingra, Kaiming He, William W. Cohen, Ruslan Salakhutdinov, Yann LeCun
π PDF
π Structure-Infused Copy Mechanisms for Abstractive Summarization
π₯ Kaiqiang Song, Lin Zhao, Fei Liu
π PDF
π Abstract Meaning Representation for Multi-Document Summarization
π₯ Kexin Liao, Logan Lebanoff, Fei Liu
π PDF
π Grounded Textual Entailment
π₯ Hoa Trong Vu, Claudio Greco, Aliia Erofeeva, Somayeh Jafaritazehjan, Guido Linders, Marc Tanti, Alberto Testoni, Raffaella Bernardi, Albert Gatt
π PDF
π NCRF++: An Open-source Neural Sequence Labeling Toolkit
π₯ Jie Yang, Yue Zhang
π PDF
π Gender Prediction in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System
π₯ Ankush Khandelwal, Sahil Swami, Syed Sarfaraz Akhtar, Manish Shrivastava
π PDF
π A Survey on Open Information Extraction
π₯ Christina Niklaus, Matthias Cetto, AndrΓ© Freitas, Siegfried Handschuh
π PDF
π SemAxis: A Lightweight Framework to Characterize Domain-Specific Word Semantics Beyond Sentiment
π₯ Jisun An, Haewoon Kwak, Yong-Yeol Ahn
π PDF
π Translations as Additional Contexts for Sentence Classification
π₯ Reinald Kim Amplayo, Kyungjae Lee, Jinyeong Yeo, Seung-won Hwang
π PDF
π Humor Detection in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System
π₯ Ankush Khandelwal, Sahil Swami, Syed S. Akhtar, Manish Shrivastava
π PDF
π Cold-Start Aware User and Product Attention for Sentiment Classification
π₯ Reinald Kim Amplayo, Jihyeok Kim, Sua Sung, Seung-won Hwang
π PDF
π Entity Commonsense Representation for Neural Abstractive Summarization
π₯ Reinald Kim Amplayo, Seonjae Lim, Seung-won Hwang
π PDF
π Aspect Sentiment Model for Micro Reviews
π₯ Reinald Kim Amplayo, Seung-won Hwang
π PDF
π Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems
π₯ Lina M. Rojas-Barahona, IΓ±igo Casanueva, Pawel Budzianowski, Stefan Ultes, Milica Gasic, Bo-Hsiang Tseng, Steve Young
π PDF
π Morphological and Language-Agnostic Word Segmentation for NMT
π₯ Dominik MachΓ‘Δek, JonΓ‘Ε‘ Vidra, OndΕej Bojar
π PDF
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π Par4Sim -- Adaptive Paraphrasing for Text Simplification
π₯ Seid Muhie Yimam, Chris Biemann
π PDF
π Metadata Enrichment of Multi-Disciplinary Digital Library: A Semantic-based Approach
π₯ Hussein T. Al-Natsheh, Lucie Martinet, Fabrice Muhlenbach, Fabien Rico, Djamel A. Zighed
π PDF
π Inducing Affective Lexical Semantics in Historical Language
π₯ Johannes Hellrich, Sven Buechel, Udo Hahn
π PDF
π BFGAN: Backward and Forward Generative Adversarial Networks for Lexically Constrained Sentence Generation
π₯ Dayiheng Liu, Jiancheng Lv, Feng He, Yifan Pu
π PDF
π Dictionary-Guided Editing Networks for Paraphrase Generation
π₯ Shaohan Huang, Yu Wu, Furu Wei, Ming Zhou
π PDF
π Coherence Models for Dialogue
π₯ Alessandra Cervone, Evgeny Stepanov, Giuseppe Riccardi
π PDF
π An empirical study on the names of points of interest and their changes with geographic distance
π₯ Yingjie Hu, Krzysztof Janowicz
π PDF
π Injecting Relational Structural Representation in Neural Networks for Question Similarity
π₯ Antonio Uva, Daniele Bonadiman, Alessandro Moschitti
π PDF
π A Supervised Approach To The Interpretation Of Imperative To-Do Lists
π₯ Paul Landes, Barbara Di Eugenio
π PDF
π The Corpus Replication Task
π₯ Tobias Eichinger
π PDF
π TxPI-u: A Resource for Personality Identification of Undergraduates
π₯ Gabriela RamΓrez-de-la-Rosa, EsaΓΊ Villatoro-Tello, HΓ©ctor JimΓ©nez-Salazar
π PDF
π Ontology Alignment in the Biomedical Domain Using Entity Definitions and Context
π₯ Lucy Lu Wang, Chandra Bhagavatula, Mark Neumann, Kyle Lo, Chris Wilhelm, Waleed Ammar
π PDF
π RSDD-Time: Temporal Annotation of Self-Reported Mental Health Diagnoses
π₯ Sean MacAvaney, Bart Desmet, Arman Cohan, Luca Soldaini, Andrew Yates, Ayah Zirikly, Nazli Goharian
π PDF
π Multi-Layer Ensembling Techniques for Multilingual Intent Classification
π₯ Charles Costello, Ruixi Lin, Vishwas Mruthyunjaya, Bettina Bolla, Charles Jankowski
π PDF
π StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing
π₯ Pengcheng Yin, Chunting Zhou, Junxian He, Graham Neubig
π PDF
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π Par4Sim -- Adaptive Paraphrasing for Text Simplification
π₯ Seid Muhie Yimam, Chris Biemann
π PDF
π Metadata Enrichment of Multi-Disciplinary Digital Library: A Semantic-based Approach
π₯ Hussein T. Al-Natsheh, Lucie Martinet, Fabrice Muhlenbach, Fabien Rico, Djamel A. Zighed
π PDF
π Inducing Affective Lexical Semantics in Historical Language
π₯ Johannes Hellrich, Sven Buechel, Udo Hahn
π PDF
π BFGAN: Backward and Forward Generative Adversarial Networks for Lexically Constrained Sentence Generation
π₯ Dayiheng Liu, Jiancheng Lv, Feng He, Yifan Pu
π PDF
π Dictionary-Guided Editing Networks for Paraphrase Generation
π₯ Shaohan Huang, Yu Wu, Furu Wei, Ming Zhou
π PDF
π Coherence Models for Dialogue
π₯ Alessandra Cervone, Evgeny Stepanov, Giuseppe Riccardi
π PDF
π An empirical study on the names of points of interest and their changes with geographic distance
π₯ Yingjie Hu, Krzysztof Janowicz
π PDF
π Injecting Relational Structural Representation in Neural Networks for Question Similarity
π₯ Antonio Uva, Daniele Bonadiman, Alessandro Moschitti
π PDF
π A Supervised Approach To The Interpretation Of Imperative To-Do Lists
π₯ Paul Landes, Barbara Di Eugenio
π PDF
π The Corpus Replication Task
π₯ Tobias Eichinger
π PDF
π TxPI-u: A Resource for Personality Identification of Undergraduates
π₯ Gabriela RamΓrez-de-la-Rosa, EsaΓΊ Villatoro-Tello, HΓ©ctor JimΓ©nez-Salazar
π PDF
π Ontology Alignment in the Biomedical Domain Using Entity Definitions and Context
π₯ Lucy Lu Wang, Chandra Bhagavatula, Mark Neumann, Kyle Lo, Chris Wilhelm, Waleed Ammar
π PDF
π RSDD-Time: Temporal Annotation of Self-Reported Mental Health Diagnoses
π₯ Sean MacAvaney, Bart Desmet, Arman Cohan, Luca Soldaini, Andrew Yates, Ayah Zirikly, Nazli Goharian
π PDF
π Multi-Layer Ensembling Techniques for Multilingual Intent Classification
π₯ Charles Costello, Ruixi Lin, Vishwas Mruthyunjaya, Bettina Bolla, Charles Jankowski
π PDF
π StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing
π₯ Pengcheng Yin, Chunting Zhou, Junxian He, Graham Neubig
π PDF
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π Conditional Generators of Words Definitions
π₯ Artyom Gadetsky, Ilya Yakubovskiy, Dmitry Vetrov
π PDF
π Text-Independent Speaker Verification Based on Deep Neural Networks and Segmental Dynamic Time Warping
π₯ Mohamed Adel, Mohamed Afify, Akram Gaballah
π PDF
π Graph-to-Sequence Learning using Gated Graph Neural Networks
π₯ Daniel Beck, Gholamreza Haffari, Trevor Cohn
π PDF
π Enhancing Sentence Embedding with Generalized Pooling
π₯ Qian Chen, Zhen-Hua Ling, Xiaodan Zhu
π PDF
π Unveiling the semantic structure of text documents using paragraph-aware Topic Models
π₯ SimΓ³n Roca-Sotelo, JerΓ³nimo Arenas-GarcΓa
π PDF
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π Conditional Generators of Words Definitions
π₯ Artyom Gadetsky, Ilya Yakubovskiy, Dmitry Vetrov
π PDF
π Text-Independent Speaker Verification Based on Deep Neural Networks and Segmental Dynamic Time Warping
π₯ Mohamed Adel, Mohamed Afify, Akram Gaballah
π PDF
π Graph-to-Sequence Learning using Gated Graph Neural Networks
π₯ Daniel Beck, Gholamreza Haffari, Trevor Cohn
π PDF
π Enhancing Sentence Embedding with Generalized Pooling
π₯ Qian Chen, Zhen-Hua Ling, Xiaodan Zhu
π PDF
π Unveiling the semantic structure of text documents using paragraph-aware Topic Models
π₯ SimΓ³n Roca-Sotelo, JerΓ³nimo Arenas-GarcΓa
π PDF
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π Generating Mandarin and Cantonese F0 Contours with Decision Trees and BLSTMs
π₯ Weidong Yuan, Alan W Black
π PDF
π BCSAT : A Benchmark Corpus for Sentiment Analysis in Telugu Using Word-level Annotations
π₯ Sreekavitha Parupalli, Vijjini Anvesh Rao, Radhika Mamidi
π PDF
π Towards Automation of Sense-type Identification of Verbs in OntoSenseNet(Telugu)
π₯ Sreekavitha Parupalli, Vijjini Anvesh Rao, Radhika Mamidi
π PDF
π Encoding Spatial Relations from Natural Language
π₯ Tiago Ramalho, TomΓ‘Ε‘ KociskΓ½, Frederic Besse, S. M. Ali Eslami, GΓ‘bor Melis, Fabio Viola, Phil Blunsom, Karl Moritz Hermann
π PDF
π Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding
π₯ Yutai Hou, Yijia Liu, Wanxiang Che, Ting Liu
π PDF
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π Generating Mandarin and Cantonese F0 Contours with Decision Trees and BLSTMs
π₯ Weidong Yuan, Alan W Black
π PDF
π BCSAT : A Benchmark Corpus for Sentiment Analysis in Telugu Using Word-level Annotations
π₯ Sreekavitha Parupalli, Vijjini Anvesh Rao, Radhika Mamidi
π PDF
π Towards Automation of Sense-type Identification of Verbs in OntoSenseNet(Telugu)
π₯ Sreekavitha Parupalli, Vijjini Anvesh Rao, Radhika Mamidi
π PDF
π Encoding Spatial Relations from Natural Language
π₯ Tiago Ramalho, TomΓ‘Ε‘ KociskΓ½, Frederic Besse, S. M. Ali Eslami, GΓ‘bor Melis, Fabio Viola, Phil Blunsom, Karl Moritz Hermann
π PDF
π Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding
π₯ Yutai Hou, Yijia Liu, Wanxiang Che, Ting Liu
π PDF
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π Latent Alignment and Variational Attention
π₯ Yuntian Deng, Yoon Kim, Justin Chiu, Demi Guo, Alexander M. Rush
π PDF
π IAM at CLEF eHealth 2018: Concept Annotation and Coding in French Death Certificates
π₯ SΓ©bastien Cossin, Vianney Jouhet, Fleur Mougin, Gayo Diallo, Frantz Thiessard
π PDF
π Enriching Knowledge Bases with Counting Quantifiers
π₯ Paramita Mirza, Simon Razniewski, Fariz Darari, Gerhard Weikum
π PDF
π Linguistic Characteristics of Censorable Language on SinaWeibo
π₯ Kei Yin Ng, Anna Feldman, Jing Peng, Chris Leberknight
π PDF
π Revisiting the Hierarchical Multiscale LSTM
π₯ Γkos KΓ‘dΓ‘r, Marc-Alexandre CΓ΄tΓ©, Grzegorz ChrupaΕa, Afra Alishahi
π PDF
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π Latent Alignment and Variational Attention
π₯ Yuntian Deng, Yoon Kim, Justin Chiu, Demi Guo, Alexander M. Rush
π PDF
π IAM at CLEF eHealth 2018: Concept Annotation and Coding in French Death Certificates
π₯ SΓ©bastien Cossin, Vianney Jouhet, Fleur Mougin, Gayo Diallo, Frantz Thiessard
π PDF
π Enriching Knowledge Bases with Counting Quantifiers
π₯ Paramita Mirza, Simon Razniewski, Fariz Darari, Gerhard Weikum
π PDF
π Linguistic Characteristics of Censorable Language on SinaWeibo
π₯ Kei Yin Ng, Anna Feldman, Jing Peng, Chris Leberknight
π PDF
π Revisiting the Hierarchical Multiscale LSTM
π₯ Γkos KΓ‘dΓ‘r, Marc-Alexandre CΓ΄tΓ©, Grzegorz ChrupaΕa, Afra Alishahi
π PDF
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π Automatic Speech Recognition for Humanitarian Applications in Somali
π₯ Raghav Menon, Astik Biswas, Armin Saeb, John Quinn, Thomas Niesler
π PDF
π ASR-free CNN-DTW keyword spotting using multilingual bottleneck features for almost zero-resource languages
π₯ Raghav Menon, Herman Kamper, Emre Yilmaz, John Quinn, Thomas Niesler
π PDF
π Deep Dialog Act Recognition using Multiple Token, Segment, and Context Information Representations
π₯ EugΓ©nio Ribeiro, Ricardo Ribeiro, David Martins de Matos
π PDF
π Multimodal Social Media Analysis for Gang Violence Prevention
π₯ Philipp Blandfort, Desmond Patton, William R. Frey, Svebor Karaman, Surabhi Bhargava, Fei-Tzin Lee, Siddharth Varia, Chris Kedzie, Michael B. Gaskell, Rossano Schifanella, Kathleen McKeown, Shih-Fu Chang
π PDF
π LinkNBed: Multi-Graph Representation Learning with Entity Linkage
π₯ Rakshit Trivedi, Bunyamin Sisman, Jun Ma, Christos Faloutsos, Hongyuan Zha, Xin Luna Dong
π PDF
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π Automatic Speech Recognition for Humanitarian Applications in Somali
π₯ Raghav Menon, Astik Biswas, Armin Saeb, John Quinn, Thomas Niesler
π PDF
π ASR-free CNN-DTW keyword spotting using multilingual bottleneck features for almost zero-resource languages
π₯ Raghav Menon, Herman Kamper, Emre Yilmaz, John Quinn, Thomas Niesler
π PDF
π Deep Dialog Act Recognition using Multiple Token, Segment, and Context Information Representations
π₯ EugΓ©nio Ribeiro, Ricardo Ribeiro, David Martins de Matos
π PDF
π Multimodal Social Media Analysis for Gang Violence Prevention
π₯ Philipp Blandfort, Desmond Patton, William R. Frey, Svebor Karaman, Surabhi Bhargava, Fei-Tzin Lee, Siddharth Varia, Chris Kedzie, Michael B. Gaskell, Rossano Schifanella, Kathleen McKeown, Shih-Fu Chang
π PDF
π LinkNBed: Multi-Graph Representation Learning with Entity Linkage
π₯ Rakshit Trivedi, Bunyamin Sisman, Jun Ma, Christos Faloutsos, Hongyuan Zha, Xin Luna Dong
π PDF
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