Text Classification

Paper Group NANR 23

Paper Group NANR 23

July 26, 2019

KnowYourNyms? A Game of Semantic Relationships. Stacked Sentence-Document Classifier Approach for Improving Native Language Identification. CVBed: Structuring CVs usingWord Embeddings. BuzzSaw at SemEval-2017 Task 7: Global vs. Local Context for Interpreting and Locating Homographic English Puns with Sense Embeddings. Proceedings of the NoDaLiDa 20 …
Paper Group NANR 29

Paper Group NANR 29

July 26, 2019

Using New York Times Picks to Identify Constructive Comments. Incorporating Dependency Trees Improve Identification of Pregnant Women on Social Media Platforms. Filling the Blanks (hint: plural noun) for Mad Libs Humor. No Need to Pay Attention: Simple Recurrent Neural Networks Work!. Analyzing the Semantic Types of Claims and Premises in an Online …
Paper Group NANR 3

Paper Group NANR 3

July 26, 2019

SiTAKA at SemEval-2017 Task 4: Sentiment Analysis in Twitter Based on a Rich Set of Features. DUTH at SemEval-2017 Task 4: A Voting Classification Approach for Twitter Sentiment Analysis. YNUDLG at SemEval-2017 Task 4: A GRU-SVM Model for Sentiment Classification and Quantification in Twitter. The power of absolute discounting: all-dimensional dist …
Paper Group NANR 30

Paper Group NANR 30

July 26, 2019

Machine Learning with Adversaries: Byzantine Tolerant Gradient Descent. Never Abandon Minorities: Exhaustive Extraction of Bursty Phrases on Microblogs Using Set Cover Problem. What I think when I think about treebanks. Semantic Storytelling, Cross-lingual Event Detection and other Semantic Services for a Newsroom Content Curation Dashboard. THU_N …
Paper Group NANR 31

Paper Group NANR 31

July 26, 2019

On the Logical Complexity of Autosegmental Representations. Scalable Model Selection for Belief Networks. On Integrating Discourse in Machine Translation. Hitachi at SemEval-2017 Task 12: System for temporal information extraction from clinical notes. GUIR at SemEval-2017 Task 12: A Framework for Cross-Domain Clinical Temporal Information Extractio …
Paper Group NANR 34

Paper Group NANR 34

July 26, 2019

Hybrid Neural Network Alignment and Lexicon Model in Direct HMM for Statistical Machine Translation. Alternating minimization for dictionary learning with random initialization. DualNet: Learn Complementary Features for Image Recognition. A Diachronic Corpus for Romanian (RoDia). Evaluating Compound Splitters Extrinsically with Textual Entailment. …
Paper Group NANR 36

Paper Group NANR 36

July 26, 2019

Matching on Balanced Nonlinear Representations for Treatment Effects Estimation. Proceedings of the Fourth International Conference on Dependency Linguistics (Depling 2017). Syntax-Semantics Interface: A Plea for a Deep Dependency Sentence Structure. Proceedings of the 2nd Workshop on Evaluating Vector Space Representations for NLP. Pushing the Lim …
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 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 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 61

Paper Group NANR 61

July 26, 2019

KGEval: Accuracy Estimation of Automatically Constructed Knowledge Graphs. NSEmo at EmoInt-2017: An Ensemble to Predict Emotion Intensity in Tweets. Incorporating Side Information by Adaptive Convolution. Accurate Supervised and Semi-Supervised Machine Reading for Long Documents. Hierarchical Clustering Beyond the Worst-Case. Leveraging Diverse Lex …
Paper Group NANR 62

Paper Group NANR 62

July 26, 2019

Proceedings of the 13th International Workshop on Tree Adjoining Grammars and Related Formalisms. Modeling Dialogue Acts with Content Word Filtering and Speaker Preferences. Proceedings of the 14th International Conference on Natural Language Processing (ICON-2017). Robust Pseudo Random Fields for Light-Field Stereo Matching. Semantic annotation to …
Paper Group NANR 66

Paper Group NANR 66

July 26, 2019

Stylometric Studies based on Tone and Word Length Motifs. Towards Replicability in Parsing. Quantifier Scoping and Semantic Preferences. Probabilistic Path Hamiltonian Monte Carlo. You’ll Never Tweet Alone: Building Sports Match Timelines from Microblog Posts. Metaphor Detection in a Poetry Corpus. DECCA Repurposed: Detecting transcription inconsis …
Paper Group NANR 68

Paper Group NANR 68

July 26, 2019

Adversarial Training for Relation Extraction. Towards efficient string processing of annotated events. An Analysis and Visualization Tool for Case Study Learning of Linguistic Concepts. Learning to Model the Tail. SINAI at SemEval-2017 Task 4: User based classification. The ParisNLP entry at the ConLL UD Shared Task 2017: A Tale of a #ParsingTrage …
Paper Group NANR 7

Paper Group NANR 7

July 26, 2019

Generating Contrastive Referring Expressions. Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes. Correlation Analysis of Chronic Obstructive Pulmonary Disease (COPD) and its Biomarkers Using the Word Embeddings. A Practical Perspective on Latent Structured Prediction for Coreference Resolution. Identifying Effective Tran …
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 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 8

Paper Group NANR 8

July 26, 2019

A Shallow Neural Network for Native Language Identification with Character N-grams. Fewer features perform well at Native Language Identification task. Domain Adaptation from User-level Facebook Models to County-level Twitter Predictions. The Power of Character N-grams in Native Language Identification. Addressing Problems across Linguistic Levels …
Paper Group NANR 80

Paper Group NANR 80

July 26, 2019

TakeLab-QA at SemEval-2017 Task 3: Classification Experiments for Answer Retrieval in Community QA. Universal Dependency Evaluation. Educational Content Generation for Business and Administration FL Courses with the NBU PLT Platform. Sentiment Lexicon Expansion Based on Neural PU Learning, Double Dictionary Lookup, and Polarity Association. Feature …
Paper Group NANR 91

Paper Group NANR 91

July 26, 2019

Variance in Historical Data: How bad is it and how can we profit from it for historical linguistics?. Synchronized Mediawiki based analyzer dictionary development. Preliminary Experiments concerning Verbal Predicative Structure Extraction from a Large Finnish Corpus. Language technology resources and tools for Mansi: an overview. Distributional reg …
Paper Group NANR 93

Paper Group NANR 93

July 26, 2019

Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts. Temporal Orientation of Tweets for Predicting Income of Users. Adversarial Adaptation of Synthetic or Stale Data. An Approach to Extract Product Features from Chinese Consumer Reviews and Establish Product Feature Structure Tree. 語音文件檢索使 …
Paper Group NANR 94

Paper Group NANR 94

July 26, 2019

In your wildest dreams: the language and psychological features of dreams. Unsupervised Morpheme Segmentation Through Numerical Weighting and Thresholding. Runtime Neural Pruning. The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes. Spectral Analysis of Information Density in Dialogue Predicts Collaborative Task Performance. Ha …
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 11

Paper Group NAWR 11

July 26, 2019

Matrix Norm Estimation from a Few Entries. Fine-grained domain classification of text using TERMIUM Plus. Joint UD Parsing of Norwegian Bokm\aal and Nynorsk. Semi-Automated Resolution of Inconsistency for a Harmonized Multiword Expression and Dependency Parse Annotation. UW-FinSent at SemEval-2017 Task 5: Sentiment Analysis on Financial News Headli …
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 …