NLPExplorer

Convolutional Neural Networks for Sentence Classification

Yoon Kim |

Paper Details:

Month: October
Year: 2014
Location: Doha, Qatar
Venue: EMNLP |
SIG: SIGDAT

Citations

URL

Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant
Ali Cevahir | Koji Murakami |

Siamese Convolutional Networks for Cognate Identification
Taraka Rama |

High Accuracy Rule-based Question Classification using Question Syntax and Semantics
Harish Tayyar Madabushi | Mark Lee |

Sentence Similarity Learning by Lexical Decomposition and Composition
Zhiguo Wang | Haitao Mi | Abraham Ittycheriah |

UTCNN: a Deep Learning Model of Stance Classification on Social Media Text
Wei-Fan Chen | Lun-Wei Ku |

Chinese Tense Labelling and Causal Analysis
Hen-Hsen Huang | Chang-Rui Yang | Hsin-Hsi Chen |

Pairwise Relation Classification with Mirror Instances and a Combined Convolutional Neural Network
Jianfei Yu | Jing Jiang |

Distance Metric Learning for Aspect Phrase Grouping
Shufeng Xiong | Yue Zhang | Donghong Ji | Yinxia Lou |

Neural-based Noise Filtering from Word Embeddings
Kim Anh Nguyen | Sabine Schulte im Walde | Ngoc Thang Vu |

CNN- and LSTM-based Claim Classification in Online User Comments
Chinnappa Guggilla | Tristan Miller | Iryna Gurevych |

An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence Classification Tasks
Anirban Laha | Vikas Raykar |

Modelling Sentence Pairs with Tree-structured Attentive Encoder
Yao Zhou | Cong Liu | Yan Pan |

Borrow a Little from your Rich Cousin: Using Embeddings and Polarities of English Words for Multilingual Sentiment Classification
Prerana Singhal | Pushpak Bhattacharyya |

Effective LSTMs for Target-Dependent Sentiment Classification
Duyu Tang | Bing Qin | Xiaocheng Feng | Ting Liu |

A Neural Network Approach for Knowledge-Driven Response Generation
Pavlos Vougiouklis | Jonathon Hare | Elena Simperl |

WordForce: Visualizing Controversial Words in Debates
Wei-Fan Chen | Fang-Yu Lin | Lun-Wei Ku |

Identifying Emergent Research Trends by Key Authors and Phrases
Shenhao Jiang | Animesh Prasad | Min-Yen Kan | Kazunari Sugiyama |

Enriching Word Embeddings with Domain Knowledge for Readability Assessment
Zhiwei Jiang | Qing Gu | Yafeng Yin | Daoxu Chen |

Authorship Identification for Literary Book Recommendations
Haifa Alharthi | Diana Inkpen | Stan Szpakowicz |

Encoding Sentiment Information into Word Vectors for Sentiment Analysis
Zhe Ye | Fang Li | Timothy Baldwin |

Multilevel Heuristics for Rationale-Based Entity Relation Classification in Sentences
Shiou Tian Hsu | Mandar Chaudhary | Nagiza Samatova |

Enhancing Sentence Embedding with Generalized Pooling
Qian Chen | Zhen-Hua Ling | Xiaodan Zhu |

A Review on Deep Learning Techniques Applied to Answer Selection
Tuan Manh Lai | Trung Bui | Sheng Li |

Convolutional Neural Network for Universal Sentence Embeddings
Xiaoqi Jiao | Fang Wang | Dan Feng |

Learning to Generate Word Representations using Subword Information
Yeachan Kim | Kang-Min Kim | Ji-Min Lee | SangKeun Lee |

Evaluation of Unsupervised Compositional Representations
Hanan Aldarmaki | Mona Diab |

Folksonomication: Predicting Tags for Movies from Plot Synopses using Emotion Flow Encoded Neural Network
Sudipta Kar | Suraj Maharjan | Thamar Solorio |

Integrating Question Classification and Deep Learning for improved Answer Selection
Harish Tayyar Madabushi | Mark Lee | John Barnden |

Open-Domain Name Error Detection using a Multi-Task RNN
Hao Cheng | Hao Fang | Mari Ostendorf |

The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization
Phong Le | Willem Zuidema |

Molding CNNs for text: non-linear, non-consecutive convolutions
Tao Lei | Regina Barzilay | Tommi Jaakkola |

Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks
Hua He | Kevin Gimpel | Jimmy Lin |

Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks
Daojian Zeng | Kang Liu | Yubo Chen | Jun Zhao |

A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification
Yunlun Yang | Yunhai Tong | Shulei Ma | Zhi-Hong Deng |

Rationalizing Neural Predictions
Tao Lei | Regina Barzilay | Tommi Jaakkola |

Aspect Level Sentiment Classification with Deep Memory Network
Duyu Tang | Bing Qin | Ting Liu |

Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification
Jianfei Yu | Jing Jiang |

Attention-based LSTM Network for Cross-Lingual Sentiment Classification
Xinjie Zhou | Xiaojun Wan | Jianguo Xiao |

Long Short-Term Memory-Networks for Machine Reading
Jianpeng Cheng | Li Dong | Mirella Lapata |

Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis
Wenya Wang | Sinno Jialin Pan | Daniel Dahlmeier | Xiaokui Xiao |

Recognizing Implicit Discourse Relations via Repeated Reading: Neural Networks with Multi-Level Attention
Yang Liu | Sujian Li |

Charagram: Embedding Words and Sentences via Character n-grams
John Wieting | Mohit Bansal | Kevin Gimpel | Karen Livescu |

Context-Sensitive Lexicon Features for Neural Sentiment Analysis
Zhiyang Teng | Duy-Tin Vo | Yue Zhang |

Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification
Jiacheng Xu | Danlu Chen | Xipeng Qiu | Xuanjing Huang |

Deep Neural Networks with Massive Learned Knowledge
Zhiting Hu | Zichao Yang | Ruslan Salakhutdinov | Eric Xing |

Learning Robust Representations of Text
Yitong Li | Trevor Cohn | Timothy Baldwin |

A Stacking Gated Neural Architecture for Implicit Discourse Relation Classification
Lianhui Qin | Zhisong Zhang | Hai Zhao |

Learning Chinese Word Representations From Glyphs Of Characters
Tzu-Ray Su | Hung-Yi Lee |

Refining Word Embeddings for Sentiment Analysis
Liang-Chih Yu | Jin Wang | K. Robert Lai | Xuejie Zhang |

Learning how to Active Learn: A Deep Reinforcement Learning Approach
Meng Fang | Yuan Li | Trevor Cohn |

Deeper Attention to Abusive User Content Moderation
John Pavlopoulos | Prodromos Malakasiotis | Ion Androutsopoulos |

Inter-Weighted Alignment Network for Sentence Pair Modeling
Gehui Shen | Yunlun Yang | Zhi-Hong Deng |

GRASP: Rich Patterns for Argumentation Mining
Eyal Shnarch | Ran Levy | Vikas Raykar | Noam Slonim |

Opinion Recommendation Using A Neural Model
Zhongqing Wang | Yue Zhang |

Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension
Yichun Yin | Yangqiu Song | Ming Zhang |

Using Context Information for Dialog Act Classification in DNN Framework
Yang Liu | Kun Han | Zhao Tan | Yun Lei |

Challenges in Data-to-Document Generation
Sam Wiseman | Stuart Shieber | Alexander Rush |

Fast and Accurate Entity Recognition with Iterated Dilated Convolutions
Emma Strubell | Patrick Verga | David Belanger | Andrew McCallum |

Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources
Joo-Kyung Kim | Young-Bum Kim | Ruhi Sarikaya | Eric Fosler-Lussier |

Depression and Self-Harm Risk Assessment in Online Forums
Andrew Yates | Arman Cohan | Nazli Goharian |

Cut to the Chase: A Context Zoom-in Network for Reading Comprehension
Sathish Reddy Indurthi | Seunghak Yu | Seohyun Back | Heriberto Cuayáhuitl |

Quantifying Context Overlap for Training Word Embeddings
Yimeng Zhuang | Jinghui Xie | Yinhe Zheng | Xuan Zhu |

Exploring Optimism and Pessimism in Twitter Using Deep Learning
Cornelia Caragea | Liviu P. Dinu | Bogdan Dumitru |

HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization
Kazuya Shimura | Jiyi Li | Fumiyo Fukumoto |

Topic Intrusion for Automatic Topic Model Evaluation
Shraey Bhatia | Jey Han Lau | Timothy Baldwin |

Supervised Domain Enablement Attention for Personalized Domain Classification
Joo-Kyung Kim | Young-Bum Kim |

A Deep Neural Network Sentence Level Classification Method with Context Information
Xingyi Song | Johann Petrak | Angus Roberts |

Convolutional Neural Networks with Recurrent Neural Filters
Yi Yang |

PubSE: A Hierarchical Model for Publication Extraction from Academic Homepages
Yiqing Zhang | Jianzhong Qi | Rui Zhang | Chuandong Yin |

Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection
Massimo Nicosia | Alessandro Moschitti |

Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification
Binxuan Huang | Kathleen Carley |

Learning Sentiment Memories for Sentiment Modification without Parallel Data
Yi Zhang | Jingjing Xu | Pengcheng Yang | Xu Sun |

Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks
Martin Schmitt | Simon Steinheber | Konrad Schreiber | Benjamin Roth |

Picking Apart Story Salads
Su Wang | Eric Holgate | Greg Durrett | Katrin Erk |

Learning Context-Sensitive Convolutional Filters for Text Processing
Dinghan Shen | Martin Renqiang Min | Yitong Li | Lawrence Carin |

Learning Better Internal Structure of Words for Sequence Labeling
Yingwei Xin | Ethan Hart | Vibhuti Mahajan | Jean-David Ruvini |

Sanskrit Word Segmentation Using Character-level Recurrent and Convolutional Neural Networks
Oliver Hellwig | Sebastian Nehrdich |

Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces
Anthony Rios | Ramakanth Kavuluru |

Content Explorer: Recommending Novel Entities for a Document Writer
Michal Lukasik | Richard Zens |

Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification
Ruidan He | Wee Sun Lee | Hwee Tou Ng | Daniel Dahlmeier |

Automatic Detection of Vague Words and Sentences in Privacy Policies
Logan Lebanoff | Fei Liu |

Hierarchical CVAE for Fine-Grained Hate Speech Classification
Jing Qian | Mai ElSherief | Elizabeth Belding | William Yang Wang |

Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised
Stefanos Angelidis | Mirella Lapata |

Phrase-level Self-Attention Networks for Universal Sentence Encoding
Wei Wu | Houfeng Wang | Tianyu Liu | Shuming Ma |

A Nil-Aware Answer Extraction Framework for Question Answering
Souvik Kundu | Hwee Tou Ng |

A Neural Local Coherence Model for Text Quality Assessment
Mohsen Mesgar | Michael Strube |

Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks
Steffen Eger | Paul Youssef | Iryna Gurevych |

Multi-Source Domain Adaptation with Mixture of Experts
Jiang Guo | Darsh Shah | Regina Barzilay |

Understanding Deep Learning Performance through an Examination of Test Set Difficulty: A Psychometric Case Study
John Lalor | Hao Wu | Tsendsuren Munkhdalai | Hong Yu |

Revisiting the Importance of Encoding Logic Rules in Sentiment Classification
Kalpesh Krishna | Preethi Jyothi | Mohit Iyyer |

Identifying Domain Adjacent Instances for Semantic Parsers
James Ferguson | Janara Christensen | Edward Li | Edgar Gonzàlez |

Neural Tree Indexers for Text Understanding
Tsendsuren Munkhdalai | Hong Yu |

Exploring Different Dimensions of Attention for Uncertainty Detection
Heike Adel | Hinrich Schütze |

Sentence Segmentation in Narrative Transcripts from Neuropsychological Tests using Recurrent Convolutional Neural Networks
Marcos Treviso | Christopher Shulby | Sandra Aluísio |

Neural Semantic Encoders
Tsendsuren Munkhdalai | Hong Yu |

Recognizing Insufficiently Supported Arguments in Argumentative Essays
Christian Stab | Iryna Gurevych |

Exploring Convolutional Neural Networks for Sentiment Analysis of Spanish tweets
Isabel Segura-Bedmar | Antonio Quirós | Paloma Martínez |

Very Deep Convolutional Networks for Text Classification
Alexis Conneau | Holger Schwenk | Loïc Barrault | Yann Lecun |

Robust Training under Linguistic Adversity
Yitong Li | Trevor Cohn | Timothy Baldwin |

Continuous N-gram Representations for Authorship Attribution
Yunita Sari | Andreas Vlachos | Mark Stevenson |

Bag of Tricks for Efficient Text Classification
Armand Joulin | Edouard Grave | Piotr Bojanowski | Tomas Mikolov |

A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification
Shiou Tian Hsu | Changsung Moon | Paul Jones | Nagiza Samatova |

Structural Attention Neural Networks for improved sentiment analysis
Filippos Kokkinos | Alexandros Potamianos |

Ranking Convolutional Recurrent Neural Networks for Purchase Stage Identification on Imbalanced Twitter Data
Heike Adel | Francine Chen | Yan-Ying Chen |

Neural Networks for Joint Sentence Classification in Medical Paper Abstracts
Franck Dernoncourt | Ji Young Lee | Peter Szolovits |

Effective shared representations with Multitask Learning for Community Question Answering
Daniele Bonadiman | Antonio Uva | Alessandro Moschitti |

Convolutional Neural Network with Word Embeddings for Chinese Word Segmentation
Chunqi Wang | Bo Xu |

Graph Based Sentiment Aggregation using ConceptNet Ontology
Srikanth Tamilselvam | Seema Nagar | Abhijit Mishra | Kuntal Dey |

Sentence Modeling with Deep Neural Architecture using Lexicon and Character Attention Mechanism for Sentiment Classification
Huy Thanh Nguyen | Minh Le Nguyen |

Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification
Jianfei Yu | Jing Jiang |

End-to-end Network for Twitter Geolocation Prediction and Hashing
Jey Han Lau | Lianhua Chi | Khoi-Nguyen Tran | Trevor Cohn |

Event Argument Identification on Dependency Graphs with Bidirectional LSTMs
Alex Judea | Michael Strube |

Multilingual Hierarchical Attention Networks for Document Classification
Nikolaos Pappas | Andrei Popescu-Belis |

Towards Lower Bounds on Number of Dimensions for Word Embeddings
Kevin Patel | Pushpak Bhattacharyya |

MTNA: A Neural Multi-task Model for Aspect Category Classification and Aspect Term Extraction On Restaurant Reviews
Wei Xue | Wubai Zhou | Tao Li | Qing Wang |

Detecting Semantically Equivalent Questions in Online User Forums
Dasha Bogdanova | Cícero dos Santos | Luciano Barbosa | Bianca Zadrozny |

Semi-supervised Clustering for Short Text via Deep Representation Learning
Zhiguo Wang | Haitao Mi | Abraham Ittycheriah |

Semi-supervised Convolutional Networks for Translation Adaptation with Tiny Amount of In-domain Data
Boxing Chen | Fei Huang |

The CLaC Discourse Parser at CoNLL-2016
Majid Laali | Andre Cianflone | Leila Kosseim |

Discourse Relation Sense Classification Using Cross-argument Semantic Similarity Based on Word Embeddings
Todor Mihaylov | Anette Frank |

Global Attention for Name Tagging
Boliang Zhang | Spencer Whitehead | Lifu Huang | Heng Ji |

Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction
Maha Elbayad | Laurent Besacier | Jakob Verbeek |

Punctuation Prediction for Unsegmented Transcript Based on Word Vector
Xiaoyin Che | Cheng Wang | Haojin Yang | Christoph Meinel |

Reliable Baselines for Sentiment Analysis in Resource-Limited Languages: The Serbian Movie Review Dataset
Vuk Batanović | Boško Nikolić | Milan Milosavljević |

MultiBooked: A Corpus of Basque and Catalan Hotel Reviews Annotated for Aspect-level Sentiment Classification
Jeremy Barnes | Toni Badia | Patrik Lambert |

Urdu Word Embeddings
Samar Haider |

Evaluation of Domain-specific Word Embeddings using Knowledge Resources
Farhad Nooralahzadeh | Lilja Øvrelid | Jan Tore Lønning |

Experiments with Convolutional Neural Networks for Multi-Label Authorship Attribution
Dainis Boumber | Yifan Zhang | Arjun Mukherjee |

MMQA: A Multi-domain Multi-lingual Question-Answering Framework for English and Hindi
Deepak Gupta | Surabhi Kumari | Asif Ekbal | Pushpak Bhattacharyya |

Medical Sentiment Analysis using Social Media: Towards building a Patient Assisted System
Shweta Yadav | Asif Ekbal | Sriparna Saha | Pushpak Bhattacharyya |

TSix: A Human-involved-creation Dataset for Tweet Summarization
Minh-Tien Nguyen | Dac Viet Lai | Huy-Tien Nguyen | Le-Minh Nguyen |

Page Stream Segmentation with Convolutional Neural Nets Combining Textual and Visual Features
Gregor Wiedemann | Gerhard Heyer |

Automatic Labeling of Problem-Solving Dialogues for Computational Microgenetic Learning Analytics
Yuanliang Meng | Anna Rumshisky | Florence Sullivan |

Effective Use of Word Order for Text Categorization with Convolutional Neural Networks
Rie Johnson | Tong Zhang |

On the Automatic Learning of Sentiment Lexicons
Aliaksei Severyn | Alessandro Moschitti |

Joint Event Extraction via Recurrent Neural Networks
Thien Huu Nguyen | Kyunghyun Cho | Ralph Grishman |

Expectation-Regulated Neural Model for Event Mention Extraction
Ching-Yun Chang | Zhiyang Teng | Yue Zhang |

Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence
Gakuto Kurata | Bing Xiang | Bowen Zhou |

Combining Recurrent and Convolutional Neural Networks for Relation Classification
Ngoc Thang Vu | Heike Adel | Pankaj Gupta | Hinrich Schütze |

Ultradense Word Embeddings by Orthogonal Transformation
Sascha Rothe | Sebastian Ebert | Hinrich Schütze |

Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks
Matthew Francis-Landau | Greg Durrett | Dan Klein |

Deep LSTM based Feature Mapping for Query Classification
Yangyang Shi | Kaisheng Yao | Le Tian | Daxin Jiang |

attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines
Fabio Petroni | Vassilis Plachouras | Timothy Nugent | Jochen L. Leidner |

Multinomial Adversarial Networks for Multi-Domain Text Classification
Xilun Chen | Claire Cardie |

Reinforced Co-Training
Jiawei Wu | Lei Li | William Yang Wang |

Combining Deep Learning and Topic Modeling for Review Understanding in Context-Aware Recommendation
Mingmin Jin | Xin Luo | Huiling Zhu | Hankz Hankui Zhuo |

Ranking Sentences for Extractive Summarization with Reinforcement Learning
Shashi Narayan | Shay B. Cohen | Mirella Lapata |

Learning to Disentangle Interleaved Conversational Threads with a Siamese Hierarchical Network and Similarity Ranking
Jyun-Yu Jiang | Francine Chen | Yan-Ying Chen | Wei Wang |

EMR Coding with Semi-Parametric Multi-Head Matching Networks
Anthony Rios | Ramakanth Kavuluru |

Humor Recognition Using Deep Learning
Peng-Yu Chen | Von-Wun Soo |

Knowledge-Enriched Two-Layered Attention Network for Sentiment Analysis
Abhishek Kumar | Daisuke Kawahara | Sadao Kurohashi |

Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks
Salman Mohammed | Peng Shi | Jimmy Lin |

A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network
Dai Quoc Nguyen | Tu Dinh Nguyen | Dat Quoc Nguyen | Dinh Phung |

Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations
Sosuke Kobayashi |

What’s in a Domain? Learning Domain-Robust Text Representations using Adversarial Training
Yitong Li | Timothy Baldwin | Trevor Cohn |

Contextualized Word Representations for Reading Comprehension
Shimi Salant | Jonathan Berant |

Community Member Retrieval on Social Media Using Textual Information
Aaron Jaech | Shobhit Hathi | Mari Ostendorf |

Smaller Text Classifiers with Discriminative Cluster Embeddings
Mingda Chen | Kevin Gimpel |

Can Neural Machine Translation be Improved with User Feedback?
Julia Kreutzer | Shahram Khadivi | Evgeny Matusov | Stefan Riezler |

Benchmarks and models for entity-oriented polarity detection
Lidia Pivovarova | Arto Klami | Roman Yangarber |

Pay-Per-Request Deployment of Neural Network Models Using Serverless Architectures
Zhucheng Tu | Mengping Li | Jimmy Lin |

CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities
Yiyun Liang | Zhucheng Tu | Laetitia Huang | Jimmy Lin |

Neural CRF Parsing
Greg Durrett | Dan Klein |

Classifying Relations by Ranking with Convolutional Neural Networks
Cícero dos Santos | Bing Xiang | Bowen Zhou |

Learning Semantic Representations of Users and Products for Document Level Sentiment Classification
Duyu Tang | Bing Qin | Ting Liu |

End-to-end learning of semantic role labeling using recurrent neural networks
Jie Zhou | Wei Xu |

Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
Kai Sheng Tai | Richard Socher | Christopher D. Manning |

Deep Unordered Composition Rivals Syntactic Methods for Text Classification
Mohit Iyyer | Varun Manjunatha | Jordan Boyd-Graber | Hal Daumé III |

Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering
Tao Chen | Ruifeng Xu | Yulan He | Xuan Wang |

Dependency-based Convolutional Neural Networks for Sentence Embedding
Mingbo Ma | Liang Huang | Bowen Zhou | Bing Xiang |

Non-Linear Text Regression with a Deep Convolutional Neural Network
Zsolt Bitvai | Trevor Cohn |

Distributional Neural Networks for Automatic Resolution of Crossword Puzzles
Aliaksei Severyn | Massimo Nicosia | Gianni Barlacchi | Alessandro Moschitti |

Event Detection and Domain Adaptation with Convolutional Neural Networks
Thien Huu Nguyen | Ralph Grishman |

Learning Hybrid Representations to Retrieve Semantically Equivalent Questions
Cícero dos Santos | Luciano Barbosa | Dasha Bogdanova | Bianca Zadrozny |

Idiom Token Classification using Sentential Distributed Semantics
Giancarlo Salton | Robert Ross | John Kelleher |

Neural Summarization by Extracting Sentences and Words
Jianpeng Cheng | Mirella Lapata |

Exploring Convolutional and Recurrent Neural Networks in Sequential Labelling for Dialogue Topic Tracking
Seokhwan Kim | Rafael Banchs | Haizhou Li |

Normalising Medical Concepts in Social Media Texts by Learning Semantic Representation
Nut Limsopatham | Nigel Collier |

Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization
Lucie Flekova | Iryna Gurevych |

Dimensional Sentiment Analysis Using a Regional CNN-LSTM Model
Jin Wang | Liang-Chih Yu | K. Robert Lai | Xuejie Zhang |

Deep Learning in Semantic Kernel Spaces
Danilo Croce | Simone Filice | Giuseppe Castellucci | Roberto Basili |

Learning Cognitive Features from Gaze Data for Sentiment and Sarcasm Classification using Convolutional Neural Network
Abhijit Mishra | Kuntal Dey | Pushpak Bhattacharyya |

Deep Pyramid Convolutional Neural Networks for Text Categorization
Rie Johnson | Tong Zhang |

Apples to Apples: Learning Semantics of Common Entities Through a Novel Comprehension Task
Omid Bakhshandeh | James Allen |

Semantic Word Clusters Using Signed Spectral Clustering
João Sedoc | Jean Gallier | Dean Foster | Lyle Ungar |

A Neural Local Coherence Model
Dat Tien Nguyen | Shafiq Joty |

Linguistically Regularized LSTM for Sentiment Classification
Qiao Qian | Minlie Huang | Jinhao Lei | Xiaoyan Zhu |

CANE: Context-Aware Network Embedding for Relation Modeling
Cunchao Tu | Han Liu | Zhiyuan Liu | Maosong Sun |

Towards a Seamless Integration of Word Senses into Downstream NLP Applications
Mohammad Taher Pilehvar | Jose Camacho-Collados | Roberto Navigli | Nigel Collier |

Learning Character-level Compositionality with Visual Features
Frederick Liu | Han Lu | Chieh Lo | Graham Neubig |

Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings
John Wieting | Kevin Gimpel |

“Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News Detection
William Yang Wang |

Improving Distributed Representations of Tweets - Present and Future
Ganesh Jawahar |

Text-based Speaker Identification on Multiparty Dialogues Using Multi-document Convolutional Neural Networks
Kaixin Ma | Catherine Xiao | Jinho D. Choi |

Bridging CNNs, RNNs, and Weighted Finite-State Machines
Roy Schwartz | Sam Thomson | Noah A. Smith |

Sentence-State LSTM for Text Representation
Yue Zhang | Qi Liu | Linfeng Song |

Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting
Yen-Chun Chen | Mohit Bansal |

Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable
Viktor Hangya | Fabienne Braune | Alexander Fraser | Hinrich Schütze |

Transformation Networks for Target-Oriented Sentiment Classification
Xin Li | Lidong Bing | Wai Lam | Bei Shi |

Dating Documents using Graph Convolution Networks
Shikhar Vashishth | Shib Sankar Dasgupta | Swayambhu Nath Ray | Partha Talukdar |

Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning
Julia Kreutzer | Joshua Uyheng | Stefan Riezler |

Disconnected Recurrent Neural Networks for Text Categorization
Baoxin Wang |

SemAxis: A Lightweight Framework to Characterize Domain-Specific Word Semantics Beyond Sentiment
Jisun An | Haewoon Kwak | Yong-Yeol Ahn |

Learning Domain-Sensitive and Sentiment-Aware Word Embeddings
Bei Shi | Zihao Fu | Lidong Bing | Wai Lam |

Aspect Based Sentiment Analysis with Gated Convolutional Networks
Wei Xue | Tao Li |

Cold-Start Aware User and Product Attention for Sentiment Classification
Reinald Kim Amplayo | Jihyeok Kim | Sua Sung | Seung-won Hwang |

Let’s do it “again”: A First Computational Approach to Detecting Adverbial Presupposition Triggers
Andre Cianflone | Yulan Feng | Jad Kabbara | Jackie Chi Kit Cheung |

Towards Robust and Privacy-preserving Text Representations
Yitong Li | Timothy Baldwin | Trevor Cohn |

HotFlip: White-Box Adversarial Examples for Text Classification
Javid Ebrahimi | Anyi Rao | Daniel Lowd | Dejing Dou |

Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model
Shivashankar Subramanian | Timothy Baldwin | Trevor Cohn |

CNN for Text-Based Multiple Choice Question Answering
Akshay Chaturvedi | Onkar Pandit | Utpal Garain |

Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing
Osman Ramadan | Paweł Budzianowski | Milica Gašić |

Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network
Pengcheng Yang | Xu Sun | Wei Li | Shuming Ma |

Investigating Audio, Video, and Text Fusion Methods for End-to-End Automatic Personality Prediction
Onno Kampman | Elham J. Barezi | Dario Bertero | Pascale Fung |

A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification
Zeyang Lei | Yujiu Yang | Min Yang | Yi Liu |

Disambiguating False-Alarm Hashtag Usages in Tweets for Irony Detection
Hen-Hsen Huang | Chiao-Chen Chen | Hsin-Hsi Chen |

evision PDF of 'From Paraphrase Database to Compositional Paraphrase Model and Back
John Wieting | Mohit Bansal | Kevin Gimpel | Karen Livescu |

ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs
Wenpeng Yin | Hinrich Schütze | Bing Xiang | Bowen Zhou |

Understanding Satirical Articles Using Common-Sense
Dan Goldwasser | Xiao Zhang |

Overcoming Language Variation in Sentiment Analysis with Social Attention
Yi Yang | Jacob Eisenstein |

Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis
Stefanos Angelidis | Mirella Lapata |

Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora
Andrius Mudinas | Dell Zhang | Mark Levene |

Universal Word Segmentation: Implementation and Interpretation
Yan Shao | Christian Hardmeier | Joakim Nivre |

Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms
Wenpeng Yin | Hinrich Schütze |

Analysis Methods in Neural Language Processing: A Survey
Yonatan Belinkov | James Glass |

A Weakly Supervised Approach to Train Temporal Relation Classifiers and Acquire Regular Event Pairs Simultaneously
Wenlin Yao | Saipravallika Nettyam | Ruihong Huang |

Compositional Distributional Semantics with Long Short Term Memory
Phong Le | Willem Zuidema |

UNITN: Training Deep Convolutional Neural Network for Twitter Sentiment Classification
Aliaksei Severyn | Alessandro Moschitti |

INSIGHT-1 at SemEval-2016 Task 4: Convolutional Neural Networks for Sentiment Classification and Quantification
Sebastian Ruder | Parsa Ghaffari | John G. Breslin |

SentiSys at SemEval-2016 Task 4: Feature-Based System for Sentiment Analysis in Twitter
Hussam Hamdan |

UniPI at SemEval-2016 Task 4: Convolutional Neural Networks for Sentiment Classification
Giuseppe Attardi | Daniele Sartiano |

NileTMRG at SemEval-2016 Task 5: Deep Convolutional Neural Networks for Aspect Category and Sentiment Extraction
Talaat Khalil | Samhaa R. El-Beltagy |

INSIGHT-1 at SemEval-2016 Task 5: Deep Learning for Multilingual Aspect-based Sentiment Analysis
Sebastian Ruder | Parsa Ghaffari | John G. Breslin |

Deep Learning Models For Multiword Expression Identification
Waseem Gharbieh | Virendrakumar Bhavsar | Paul Cook |

SCIR-QA at SemEval-2017 Task 3: CNN Model Based on Similar and Dissimilar Information between Keywords for Question Similarity
Le Qi | Yu Zhang | Ting Liu |

Senti17 at SemEval-2017 Task 4: Ten Convolutional Neural Network Voters for Tweet Polarity Classification
Hussam Hamdan |

Adullam at SemEval-2017 Task 4: Sentiment Analyzer Using Lexicon Integrated Convolutional Neural Networks with Attention
Joosung Yoon | Kigon Lyu | Hyeoncheol Kim |

TopicThunder at SemEval-2017 Task 4: Sentiment Classification Using a Convolutional Neural Network with Distant Supervision
Simon Müller | Tobias Huonder | Jan Deriu | Mark Cieliebak |

YNU-HPCC at SemEval 2017 Task 4: Using A Multi-Channel CNN-LSTM Model for Sentiment Classification
Haowei Zhang | Jin Wang | Jixian Zhang | Xuejie Zhang |

HCS at SemEval-2017 Task 5: Polarity detection in business news using convolutional neural networks
Lidia Pivovarova | Llorenç Escoter | Arto Klami | Roman Yangarber |

LABDA at SemEval-2017 Task 10: Relation Classification between keyphrases via Convolutional Neural Network
Víctor Suárez-Paniagua | Isabel Segura-Bedmar | Paloma Martínez |

MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks
Ji Young Lee | Franck Dernoncourt | Peter Szolovits |

NLPZZX at SemEval-2018 Task 1: Using Ensemble Method for Emotion and Sentiment Intensity Determination
Zhengxin Zhang | Qimin Zhou | Hao Wu |

AttnConvnet at SemEval-2018 Task 1: Attention-based Convolutional Neural Networks for Multi-label Emotion Classification
Yanghoon Kim | Hwanhee Lee | Kyomin Jung |

KDE-AFFECT at SemEval-2018 Task 1: Estimation of Affects in Tweet by Using Convolutional Neural Network for n-gram
Masaki Aono | Shinnosuke Himeno |

IIT Delhi at SemEval-2018 Task 1 : Emotion Intensity Prediction
Bhaskar Kotakonda | Prashanth Gowda | Brejesh Lall |

SemEval-2018 Task 8: Semantic Extraction from CybersecUrity REports using Natural Language Processing (SecureNLP)
Peter Phandi | Amila Silva | Wei Lu |

OhioState at SemEval-2018 Task 7: Exploiting Data Augmentation for Relation Classification in Scientific Papers Using Piecewise Convolutional Neural Networks
Dushyanta Dhyani |

UC3M-NII Team at SemEval-2018 Task 7: Semantic Relation Classification in Scientific Papers via Convolutional Neural Network
Víctor Suárez-Paniagua | Isabel Segura-Bedmar | Akiko Aizawa |

SIRIUS-LTG-UiO at SemEval-2018 Task 7: Convolutional Neural Networks with Shortest Dependency Paths for Semantic Relation Extraction and Classification in Scientific Papers
Farhad Nooralahzadeh | Lilja Øvrelid | Jan Tore Lønning |

TeamDL at SemEval-2018 Task 8: Cybersecurity Text Analysis using Convolutional Neural Network and Conditional Random Fields
Manikandan R | Krishna Madgula | Snehanshu Saha |

YNU_AI1799 at SemEval-2018 Task 11: Machine Comprehension using Commonsense Knowledge of Different model ensemble
Qingxun Liu | Hongdou Yao | Xaobing Zhou | Ge Xie |

YNU_Deep at SemEval-2018 Task 11: An Ensemble of Attention-based BiLSTM Models for Machine Comprehension
Peng Ding | Xiaobing Zhou |

TRANSRW at SemEval-2018 Task 12: Transforming Semantic Representations for Argument Reasoning Comprehension
Zhimin Chen | Wei Song | Lizhen Liu |

Solving Feature Sparseness in Text Classification using Core-Periphery Decomposition
Xia Cui | Sadamori Kojaku | Naoki Masuda | Danushka Bollegala |

Multiplicative Tree-Structured Long Short-Term Memory Networks for Semantic Representations
Nam Khanh Tran | Weiwei Cheng |

Stock Market Prediction with Deep Learning: A Character-based Neural Language Model for Event-based Trading
Leonardo dos Santos Pinheiro | Mark Dras |

Improving End-to-End Memory Networks with Unified Weight Tying
Fei Liu | Trevor Cohn | Timothy Baldwin |

Relation Extraction: Perspective from Convolutional Neural Networks
Thien Huu Nguyen | Ralph Grishman |

A Linguistically Informed Convolutional Neural Network
Sebastian Ebert | Ngoc Thang Vu | Hinrich Schütze |

Learning Salient Samples and Distributed Representations for Topic-Based Chinese Message Polarity Classification
Xin Kang | Yunong Wu | Zhifei Zhang |

To Do or Not to Do: the Role of Agendas for Action in Analyzing News Coverage of Violent Conflict
Katsiaryna Stalpouskaya | Christian Baden |

Open-domain Factoid Question Answering via Knowledge Graph Search
Ahmad Aghaebrahimian | Filip Jurčíček |

Sentence-Level Grammatical Error Identification as Sequence-to-Sequence Correction
Allen Schmaltz | Yoon Kim | Alexander M. Rush | Stuart Shieber |

Antecedent Prediction Without a Pipeline
Sam Wiseman | Alexander M. Rush | Stuart Shieber |

Mapping Unseen Words to Task-Trained Embedding Spaces
Pranava Swaroop Madhyastha | Mohit Bansal | Kevin Gimpel | Karen Livescu |

Multilingual Modal Sense Classification using a Convolutional Neural Network
Ana Marasović | Anette Frank |

Parameterized context windows in Random Indexing
Tobias Norlund | David Nilsson | Magnus Sahlgren |

Learning Word Importance with the Neural Bag-of-Words Model
Imran Sheikh | Irina Illina | Dominique Fohr | Georges Linarès |

Domain Adaptation for Neural Networks by Parameter Augmentation
Yusuke Watanabe | Kazuma Hashimoto | Yoshimasa Tsuruoka |

Deriving Players & Themes in the Regesta Imperii using SVMs and Neural Networks
Juri Opitz | Anette Frank |

Modelling the Combination of Generic and Target Domain Embeddings in a Convolutional Neural Network for Sentence Classification
Nut Limsopatham | Nigel Collier |

Relation extraction from clinical texts using domain invariant convolutional neural network
Sunil Sahu | Ashish Anand | Krishnadev Oruganty | Mahanandeeshwar Gattu |

Detecting Visually Relevant Sentences for Fine-Grained Classification
Olivia Winn | Madhavan Kavanur Kidambi | Smaranda Muresan |

Assessing the Corpus Size vs. Similarity Trade-off for Word Embeddings in Clinical NLP
Kirk Roberts |

A Character-level Convolutional Neural Network for Distinguishing Similar Languages and Dialects
Yonatan Belinkov | James Glass |

Discrimination between Similar Languages, Varieties and Dialects using CNN- and LSTM-based Deep Neural Networks
Chinnappa Guggilla |

CogALex-V Shared Task: CGSRC - Classifying Semantic Relations using Convolutional Neural Networks
Chinnappa Guggilla |

Generating Politically-Relevant Event Data
John Beieler |

Word vectors, reuse, and replicability: Towards a community repository of large-text resources
Murhaf Fares | Andrey Kutuzov | Stephan Oepen | Erik Velldal |

A Twitter Corpus and Benchmark Resources for German Sentiment Analysis
Mark Cieliebak | Jan Milan Deriu | Dominic Egger | Fatih Uzdilli |

Discriminating between Similar Languages with Word-level Convolutional Neural Networks
Marcelo Criscuolo | Sandra Maria Aluísio |

Extracting Drug-Drug Interactions with Attention CNNs
Masaki Asada | Makoto Miwa | Yutaka Sasaki |

Deep learning for extracting protein-protein interactions from biomedical literature
Yifan Peng | Zhiyong Lu |

Macquarie University at BioASQ 5b – Query-based Summarisation Techniques for Selecting the Ideal Answers
Diego Mollá |

Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods
Sarvnaz Karimi | Xiang Dai | Hamed Hassanzadeh | Anthony Nguyen |

Automatic classification of doctor-patient questions for a virtual patient record query task
Leonardo Campillos Llanos | Sophie Rosset | Pierre Zweigenbaum |

Does the Geometry of Word Embeddings Help Document Classification? A Case Study on Persistent Homology-Based Representations
Paul Michel | Abhilasha Ravichander | Shruti Rijhwani |

Cross-Lingual Classification of Topics in Political Texts
Goran Glavaš | Federico Nanni | Simone Paolo Ponzetto |

Deep Learning for User Comment Moderation
John Pavlopoulos | Prodromos Malakasiotis | Ion Androutsopoulos |

One-step and Two-step Classification for Abusive Language Detection on Twitter
Ji Ho Park | Pascale Fung |

Dependency Parsing with Dilated Iterated Graph CNNs
Emma Strubell | Andrew McCallum |

Boosting Information Extraction Systems with Character-level Neural Networks and Free Noisy Supervision
Philipp Meerkamp | Zhengyi Zhou |

Coarse-to-Fine Attention Models for Document Summarization
Jeffrey Ling | Alexander Rush |

Authorship Attribution with Convolutional Neural Networks and POS-Eliding
Julian Hitschler | Esther van den Berg | Ines Rehbein |

Predicting Audience’s Laughter During Presentations Using Convolutional Neural Network
Lei Chen | Chong Min Lee |

200K+ Crowdsourced Political Arguments for a New Chilean Constitution
Constanza Fierro | Claudio Fuentes | Jorge Pérez | Mauricio Quezada |

Assessing State-of-the-Art Sentiment Models on State-of-the-Art Sentiment Datasets
Jeremy Barnes | Roman Klinger | Sabine Schulte im Walde |

IMS at EmoInt-2017: Emotion Intensity Prediction with Affective Norms, Automatically Extended Resources and Deep Learning
Maximilian Köper | Evgeny Kim | Roman Klinger |

YZU-NLP at EmoInt-2017: Determining Emotion Intensity Using a Bi-directional LSTM-CNN Model
Yuanye He | Liang-Chih Yu | K. Robert Lai | Weiyi Liu |

BIBI System Description: Building with CNNs and Breaking with Deep Reinforcement Learning
Yitong Li | Trevor Cohn | Timothy Baldwin |

Neural Regularized Domain Adaptation for Chinese Word Segmentation
Zuyi Bao | Si Li | Weiran Xu | Sheng Gao |

Evaluating Word Embeddings for Sentence Boundary Detection in Speech Transcripts
Marcos Treviso | Christopher Shulby | Sandra Aluísio |

Reference Scope Identification for Citances Using Convolutional Neural Networks
Saurav Jha | Aanchal Chaurasia | Akhilesh Sudhakar | Anil Kumar Singh |

Supervised Methods For Ranking Relations In Web Search
Sumit Asthana | Asif Ekbal |

Complex Word Identification: Convolutional Neural Network vs. Feature Engineering
Segun Taofeek Aroyehun | Jason Angel | Daniel Alejandro Pérez Alvarez | Alexander Gelbukh |

NILC at CWI 2018: Exploring Feature Engineering and Feature Learning
Nathan Hartmann | Leandro Borges dos Santos |

Predicting Psychological Health from Childhood Essays with Convolutional Neural Networks for the CLPsych 2018 Shared Task (Team UKNLP)
Anthony Rios | Tung Tran | Ramakanth Kavuluru |

Subword-level Composition Functions for Learning Word Embeddings
Bofang Li | Aleksandr Drozd | Tao Liu | Xiaoyong Du |

Fusing Document, Collection and Label Graph-based Representations with Word Embeddings for Text Classification
Konstantinos Skianis | Fragkiskos Malliaros | Michalis Vazirgiannis |

Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach
Thanat Chokwijitkul | Anthony Nguyen | Hamed Hassanzadeh | Siegfried Perez |

Identifying Key Sentences for Precision Oncology Using Semi-Supervised Learning
Jurica Ševa | Martin Wackerbauer | Ulf Leser |

Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings
Dat Quoc Nguyen | Karin Verspoor |

Syntactic Dependency Representations in Neural Relation Classification
Farhad Nooralahzadeh | Lilja Øvrelid |

Hierarchical Convolutional Attention Networks for Text Classification
Shang Gao | Arvind Ramanathan | Georgia Tourassi |

Chat Discrimination for Intelligent Conversational Agents with a Hybrid CNN-LMTGRU Network
Dennis Singh Moirangthem | Minho Lee |

Comparison of Representations of Named Entities for Document Classification
Lidia Pivovarova | Roman Yangarber |

Transliteration Better than Translation? Answering Code-mixed Questions over a Knowledge Base
Vishal Gupta | Manoj Chinnakotla | Manish Shrivastava |

Recognizing Emotions in Video Using Multimodal DNN Feature Fusion
Jennifer Williams | Steven Kleinegesse | Ramona Comanescu | Oana Radu |

Sentiment Analysis using Imperfect Views from Spoken Language and Acoustic Modalities
Imran Sheikh | Sri Harsha Dumpala | Rupayan Chakraborty | Sunil Kumar Kopparapu |

DNN Multimodal Fusion Techniques for Predicting Video Sentiment
Jennifer Williams | Ramona Comanescu | Oana Radu | Leimin Tian |

EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogues
Linkai Luo | Haiqin Yang | Francis Y. L. Chin |

Joint learning of frequency and word embeddings for multilingual readability assessment
Dieu-Thu Le | Cam-Tu Nguyen | Xiaoliang Wang |

Aggression Detection in Social Media: Using Deep Neural Networks, Data Augmentation, and Pseudo Labeling
Segun Taofeek Aroyehun | Alexander Gelbukh |

A Context-aware Convolutional Natural Language Generation model for Dialogue Systems
Sourab Mangrulkar | Suhani Shrivastava | Veena Thenkanidiyoor | Dileep Aroor Dinesh |

Neural Character-based Composition Models for Abuse Detection
Pushkar Mishra | Helen Yannakoudakis | Ekaterina Shutova |

Hate Speech Dataset from a White Supremacy Forum
Ona de Gibert | Naiara Perez | Aitor García-Pablos | Montse Cuadros |

Challenges for Toxic Comment Classification: An In-Depth Error Analysis
Betty van Aken | Julian Risch | Ralf Krestel | Alexander Löser |

Argument Component Classification for Classroom Discussions
Luca Lugini | Diane Litman |

Using context to identify the language of face-saving
Nona Naderi | Graeme Hirst |

On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis
Jose Camacho-Collados | Mohammad Taher Pilehvar |

Understanding Convolutional Neural Networks for Text Classification
Alon Jacovi | Oren Sar Shalom | Yoav Goldberg |

Interpreting Neural Networks with Nearest Neighbors
Eric Wallace | Shi Feng | Jordan Boyd-Graber |

Learning Explanations from Language Data
David Harbecke | Robert Schwarzenberg | Christoph Alt |

Retrieve and Re-rank: A Simple and Effective IR Approach to Simple Question Answering over Knowledge Graphs
Vishal Gupta | Manoj Chinnakotla | Manish Shrivastava |

Joint Modeling for Query Expansion and Information Extraction with Reinforcement Learning
Motoki Taniguchi | Yasuhide Miura | Tomoko Ohkuma |

Treatment Side Effect Prediction from Online User-generated Content
Van Hoang Nguyen | Kazunari Sugiyama | Min-Yen Kan | Kishaloy Halder |

Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction
Joël Legrand | Yannick Toussaint | Chedy Raïssi | Adrien Coulet |

Deep Learning for Social Media Health Text Classification
Santosh Tokala | Vaibhav Gambhir | Animesh Mukherjee |

Distantly Supervised Attribute Detection from Reviews
Lisheng Fu | Pablo Barrio |

Orthogonal Matching Pursuit for Text Classification
Konstantinos Skianis | Nikolaos Tziortziotis | Michalis Vazirgiannis |

FrameIt: Ontology Discovery for Noisy User-Generated Text
Dan Iter | Alon Halevy | Wang-Chiew Tan |

Sentiment Expression Boundaries in Sentiment Polarity Classification
Rasoul Kaljahi | Jennifer Foster |

NLP at IEST 2018: BiLSTM-Attention and LSTM-Attention via Soft Voting in Emotion Classification
Qimin Zhou | Hao Wu |

HGSGNLP at IEST 2018: An Ensemble of Machine Learning and Deep Neural Architectures for Implicit Emotion Classification in Tweets
Wenting Wang |

Learning Comment Controversy Prediction in Web Discussions Using Incidentally Supervised Multi-Task CNNs
Nils Rethmeier | Marc Hübner | Leonhard Hennig |

Contextual Encoding for Translation Quality Estimation
Junjie Hu | Wei-Cheng Chang | Yuexin Wu | Graham Neubig |

Japanese Sentiment Classification with Stacked Denoising Auto-Encoder using Distributed Word Representation
Peinan Zhang | Mamoru Komachi |

Field Of Study

Task

Semantic Parsing

Approach

Deep Learning

Language

English

Dataset

News

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