Feature Engineering

Paper Group NANR 37

Paper Group NANR 37

July 26, 2019

Monitoring Tweets for Depression to Detect At-risk Users. Using Teacher-Student Model For Emotional Speech Recognition[In Chinese]. A Cognition Based Attention Model for Sentiment Analysis. Extracting Drug-Drug Interactions with Attention CNNs. Zipf’s and Benford’s laws in Twitter hashtags. Event Ordering with a Generalized Model for Sieve Predicti …
Paper Group NANR 4

Paper Group NANR 4

July 26, 2019

Gender Profiling for Slovene Twitter communication: the Influence of Gender Marking, Content and Style. Speeding up corpus development for linguistic research: language documentation and acquisition in Romansh Tuatschin. HHU at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Data using Machine Learning Methods. INF-UFRGS at SemEva …
Paper Group NANR 41

Paper Group NANR 41

July 26, 2019

Hashtag Processing for Enhanced Clustering of Tweets. ECNU at SemEval-2017 Task 5: An Ensemble of Regression Algorithms with Effective Features for Fine-Grained Sentiment Analysis in Financial Domain. Multiscale Semi-Markov Dynamics for Intracortical Brain-Computer Interfaces. TextFlow: A Text Similarity Measure based on Continuous Sequences. A Com …
Paper Group NANR 42

Paper Group NANR 42

July 26, 2019

Proceedings of the 2nd Workshop on Semantic Deep Learning (SemDeep-2). ConStance: Modeling Annotation Contexts to Improve Stance Classification. An Exploration of Data Augmentation and RNN Architectures for Question Ranking in Community Question Answering. Quote Extraction and Attribution from Norwegian Newspapers. XJNLP at SemEval-2017 Task 12: Cl …
Paper Group NANR 45

Paper Group NANR 45

July 26, 2019

Parser Adaptation for Social Media by Integrating Normalization. Neural Morphological Disambiguation Using Surface and Contextual Morphological Awareness. The State of the Art in Semantic Representation. Multi-entity sentiment analysis using entity-level feature extraction and word embeddings approach. Detecting Anxiety through Reddit. ELiRF-UPV at …
Paper Group NANR 46

Paper Group NANR 46

July 26, 2019

Interactive Visualization and Manipulation of Attention-based Neural Machine Translation. International Speech Communication Association Distinguished Lecture: Principles and Design of a System for Academic Information Retrieval based on Human-Machine Dialogue. Doubt, incredulity, and particles in Japanese falling interrogatives. A Multilingual Ent …
Paper Group NANR 48

Paper Group NANR 48

July 26, 2019

Story Cloze Task: UW NLP System. NCTU-NTUT at IJCNLP-2017 Task 2: Deep Phrase Embedding using bi-LSTMs for Valence-Arousal Ratings Prediction of Chinese Phrases. Segment-Level Neural Conditional Random Fields for Named Entity Recognition. Action Languages and Question Answering. OnACID: Online Analysis of Calcium Imaging Data in Real Time. Inter-Pa …
Paper Group NANR 5

Paper Group NANR 5

July 26, 2019

EICA Team at SemEval-2017 Task 3: Semantic and Metadata-based Features for Community Question Answering. Time-dependent spatially varying graphical models, with application to brain fMRI data analysis. A Transition-based System for Universal Dependency Parsing. Assessing Authenticity in Media Englishes and the Englishes of Popular Culture. Docforia …
Paper Group NANR 50

Paper Group NANR 50

July 26, 2019

Hiding Images in Plain Sight: Deep Steganography. An overview of Natural Language Inference Data Collection: The way forward?. Projection-based Coreference Resolution Using Deep Syntax. QCRI Live Speech Translation System. Expressing prediction and epistemicity with Korean -(ul) kes i and Mandarin Chinese hui. Geographical Evaluation of Word Embedd …
Paper Group NANR 51

Paper Group NANR 51

July 26, 2019

Lingmotif: Sentiment Analysis for the Digital Humanities. Supervised and Unsupervised Word Sense Disambiguation on Word Embedding Vectors of Unambigous Synonyms. Exploring Lavender Tongue from Social Media Texts[In Chinese]. Leveraging Behavioral and Social Information for Weakly Supervised Collective Classification of Political Discourse on Twitte …
Paper Group NANR 56

Paper Group NANR 56

July 26, 2019

A Report on the 2017 Native Language Identification Shared Task. Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings. Native Language Identification Using a Mixture of Character and Word N-grams. Identifying and Tracking Sentiments and Topics from Social Media Texts during Natural Disasters. Elucidating Concept …
Paper Group NANR 57

Paper Group NANR 57

July 26, 2019

The Component Unit. Introducing a Novel Unit of Syntactic Analysis. ECNU at SemEval-2017 Task 4: Evaluating Effective Features on Machine Learning Methods for Twitter Message Polarity Classification. RACAI’s Natural Language Processing pipeline for Universal Dependencies. Classification of modal meaning in negotiation dialogues. Sogou Neural Machin …
Paper Group NANR 59

Paper Group NANR 59

July 26, 2019

Evaluation of Finite State Morphological Analyzers Based on Paradigm Extraction from Wiktionary. Distractor Generation for Chinese Fill-in-the-blank Items. Constructing an Alias List for Named Entities during an Event. Gated Recurrent Convolution Neural Network for OCR. A Joint Sequential and Relational Model for Frame-Semantic Parsing. Getting the …
Paper Group NANR 6

Paper Group NANR 6

July 26, 2019

IoT Data Analytics Using Deep Learning. The Effect of Error Rate in Artificially Generated Data for Automatic Preposition and Determiner Correction. Nearly Optimal Robust Matrix Completion. Deep Learning in Semantic Kernel Spaces. Extraction of Gene-Environment Interaction from the Biomedical Literature. Non-Deterministic Segmentation for Chinese L …
Paper Group NANR 63

Paper Group NANR 63

July 26, 2019

Local Aggregative Games. Diachrony-aware Induction of Binary Latent Representations from Typological Features. A Novel Trajectory-based Spatial-Temporal Spectral Features for Speech Emotion Recognition. Cheap Translation for Cross-Lingual Named Entity Recognition. A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment …
Paper Group NANR 73

Paper Group NANR 73

July 26, 2019

community2vec: Vector representations of online communities encode semantic relationships. Key-value Attention Mechanism for Neural Machine Translation. Character and Subword-Based Word Representation for Neural Language Modeling Prediction. Model-based Bayesian inference of neural activity and connectivity from all-optical interrogation of a neura …
Paper Group NANR 76

Paper Group NANR 76

July 26, 2019

Marine Variable Linker: Exploring Relations between Changing Variables in Marine Science Literature. Creating and Validating Multilingual Semantic Representations for Six Languages: Expert versus Non-Expert Crowds. From Segmentation to Analyses: a Probabilistic Model for Unsupervised Morphology Induction. Unsupervised Learning of Morphology with Gr …
Paper Group NANR 77

Paper Group NANR 77

July 26, 2019

Monolingual Phrase Alignment on Parse Forests. Graph Matching via Multiplicative Update Algorithm. Classification based extraction of numeric values from clinical narratives. Interaction Quality Estimation Using Long Short-Term Memories. Enriching the Notion of Path in ISO-Space. Visually Grounded and Textual Semantic Models Differentially Decode B …
Paper Group NANR 79

Paper Group NANR 79

July 26, 2019

A Corpus of Annotated Revisions for Studying Argumentative Writing. Multi-word annotation in syntactic treebanks - Propositions for Universal Dependencies. Proceedings of the International Workshop on Digital Disease Detection using Social Media 2017 (DDDSM-2017). A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification. Multi-Doma …
Paper Group NANR 83

Paper Group NANR 83

July 26, 2019

Building Multimodal Simulations for Natural Language. Multi-Document Summarization of Persian Text using Paragraph Vectors. If You Can’t Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer Reranking. Adaptive Clustering through Semidefinite Programming. Overview of the Second BUCC Shared Task: Spotting Parallel S …
Paper Group NANR 88

Paper Group NANR 88

July 26, 2019

Proceedings of the Fifth International Workshop on Natural Language Processing for Social Media. Verb Replacer: An English Verb Error Correction System. Investigating Diatopic Variation in a Historical Corpus. A simple model of recognition and recall memory. Inference is Everything: Recasting Semantic Resources into a Unified Evaluation Framework. …
Paper Group NANR 89

Paper Group NANR 89

July 26, 2019

Subjecthood and Grammatical Relations in Korean: An Experimental Study with Honorific Agreement and Plural Copying. Wh-island Effects in Korean Scrambling Constructions. Sparse Coding of Neural Word Embeddings for Multilingual Sequence Labeling. NTUCLE: Developing a Corpus of Learner English to Provide Writing Support for Engineering Students. Zara …
Paper Group NANR 90

Paper Group NANR 90

July 26, 2019

Collaborative PAC Learning. Towards Decoding as Continuous Optimisation in Neural Machine Translation. Supervised Learning of Automatic Pyramid for Optimization-Based Multi-Document Summarization. PositionRank: An Unsupervised Approach to Keyphrase Extraction from Scholarly Documents. Question Difficulty – How to Estimate Without Norming, How to U …
Paper Group NANR 96

Paper Group NANR 96

July 26, 2019

Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification. Accent Adaptation for the Air Traffic Control Domain. Neural Graphical Models over Strings for Principal Parts Morphological Paradigm Completion. Pulling Out the Stops: Rethinking Stopword Removal for Topic Models. Multimodal Topic Labelling. Bib2vec: Embedding …
Paper Group NAWR 1

Paper Group NAWR 1

July 26, 2019

Learning a model of facial shape and expression from 4D scans. AutoLearn - Automated Feature Generation and Selection. DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis. Grammatical Error Detection Using Error- and Grammaticality-Specific Word Embeddings. How Many Stemmata with Root De …
Paper Group NAWR 10

Paper Group NAWR 10

July 26, 2019

Exploring Neural Text Simplification Models. End-to-End Deep Learning of Optimization Heuristics. LSDSem 2017: Exploring Data Generation Methods for the Story Cloze Test. ATM: A distributed, collaborative, scalable system for automated machine learning. Semi-supervised Structured Prediction with Neural CRF Autoencoder. Aggregating and Predicting Se …
Paper Group NAWR 14

Paper Group NAWR 14

July 26, 2019

Learning to Align the Source Code to the Compiled Object Code. Outcome-adaptive lasso: variable selection for causal inference. Discriminative Information Retrieval for Question Answering Sentence Selection. Beyond Word2Vec: Embedding Words and Phrases in Same Vector Space. Multimodal Autoencoder: A Deep Learning Approach to Filling In Missing Sens …
Paper Group NAWR 2

Paper Group NAWR 2

July 26, 2019

Automatic Annotation and Evaluation of Error Types for Grammatical Error Correction. LightGBM: A Highly Efficient Gradient Boosting Decision Tree. A Factored Neural Network Model for Characterizing Online Discussions in Vector Space. Finding Good Conversations Online: The Yahoo News Annotated Comments Corpus. 3D CNNs on Distance Matrices for Human …