Text Classification

Paper Group NANR 114

Paper Group NANR 114

July 26, 2019

Notion of Semantics in Computer Science - A Systematic Literature Review. Universal Dependencies-based syntactic features in detecting human translation varieties. Extensions to the GrETEL Treebank Query Application. Adapting a State-of-the-Art Tagger for South Slavic Languages to Non-Standard Text. A semiautomatic lemmatisation procedure for treeb …
Paper Group NANR 116

Paper Group NANR 116

July 26, 2019

SHIHbot: A Facebook chatbot for Sexual Health Information on HIV/AIDS. Recognizing Mentions of Adverse Drug Reaction in Social Media Using Knowledge-Infused Recurrent Models. Open Set Text Classification Using CNNs. Annotating and parsing to semantic frames: feedback from the French FrameNet project. Scalable Bio-Molecular Event Extraction System t …
Paper Group NANR 117

Paper Group NANR 117

July 26, 2019

Are doggies really nicer than dogs? The impact of morphological derivation on emotional valence in German. Situating Word Senses in their Historical Context with Linked Data. NLPTEA 2017 Shared Task – Chinese Spelling Check. Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German. An End-to-end Environment for Rese …
Paper Group NANR 119

Paper Group NANR 119

July 26, 2019

On orthogonality and learning RNNs with long term dependencies. Proceedings of the 2nd Workshop on the Use of Computational Methods in the Study of Endangered Languages. Document retrieval and question answering in medical documents. A large-scale corpus challenge.. Rule-based Machine translation from English to Finnish. EUDAMU at SemEval-2017 Task …
Paper Group NANR 120

Paper Group NANR 120

July 26, 2019

Combining Predicate-Argument Structure and Operator Projection: Clause Structure in Role and Reference Grammar. Clinical Event Detection with Hybrid Neural Architecture. Extracting Personal Medical Events for User Timeline Construction using Minimal Supervision. Detecting mentions of pain and acute confusion in Finnish clinical text. Arabic-English …
Paper Group NANR 122

Paper Group NANR 122

July 26, 2019

Behind the Scenes of an Evolving Event Cloze Test. Intrinsic and Extrinsic Evaluation of Spatiotemporal Text Representations in Twitter Streams. How (not) to train a dependency parser: The curious case of jackknifing part-of-speech taggers. Does the Geometry of Word Embeddings Help Document Classification? A Case Study on Persistent Homology-Based …
Paper Group NANR 123

Paper Group NANR 123

July 26, 2019

Tracing armed conflicts with diachronic word embedding models. North-S'ami to Finnish rule-based machine translation system. Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models. Proceedings of the First Workshop on Language Grounding for Robotics. Integrating Decompositional Event Structures into Storylines. …
Paper Group NANR 124

Paper Group NANR 124

July 26, 2019

Cross-Lingual Classification of Topics in Political Texts. Mining Social Science Publications for Survey Variables. Modelling Participation in Small Group Social Sequences with Markov Rewards Analysis. How Does Twitter User Behavior Vary Across Demographic Groups?. Latest News in Computational Argumentation: Surfing on the Deep Learning Wave, Scuba …
Paper Group NANR 128

Paper Group NANR 128

July 26, 2019

Improving POS Tagging in Old Spanish Using TEITOK. Persian-Spanish Low-Resource Statistical Machine Translation Through English as Pivot Language. The Labeled Segmentation of Printed Books. Detecting spelling variants in non-standard texts. Estonian Copular and Existential Constructions as an UD Annotation Problem. Churn Identification in Microblog …
Paper Group NANR 13

Paper Group NANR 13

July 26, 2019

Producing Unseen Morphological Variants in Statistical Machine Translation. FuRongWang at SemEval-2017 Task 3: Deep Neural Networks for Selecting Relevant Answers in Community Question Answering. Decoding with Value Networks for Neural Machine Translation. Improving Native Language Identification by Using Spelling Errors. Neural Automatic Post-Edit …
Paper Group NANR 131

Paper Group NANR 131

July 26, 2019

Target-side Word Segmentation Strategies for Neural Machine Translation. IMS at EmoInt-2017: Emotion Intensity Prediction with Affective Norms, Automatically Extended Resources and Deep Learning. Noise Reduction Methods for Distantly Supervised Biomedical Relation Extraction. Cross-lingual Flames Detection in News Discussions. IKM at SemEval-2017 T …
Paper Group NANR 134

Paper Group NANR 134

July 26, 2019

Exploring Variation of Natural Human Commands to a Robot in a Collaborative Navigation Task. Parametric Simplex Method for Sparse Learning. ``Deep’’ Learning : Detecting Metaphoricity in Adjective-Noun Pairs. Modeling Communicative Purpose with Functional Style: Corpus and Features for German Genre and Register Analysis. Analysing the Causes of Dep …
Paper Group NANR 136

Paper Group NANR 136

July 26, 2019

Transparent text quality assessment with convolutional neural networks. Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks. Language Based Mapping of Science Assessment Items to Skills. Regularized Modal Regression with Applications in Cognitive Impairment Prediction. Visualiza\cc~ao de gloss'ario …
Paper Group NANR 138

Paper Group NANR 138

July 26, 2019

Correcting General Purpose ASR Errors using Posteriors. Multi-source morphosyntactic tagging for spoken Rusyn. Did you ever read about Frogs drinking Coffee? Investigating the Compositionality of Multi-Emoji Expressions. PLN-PUCRS at EmoInt-2017: Psycholinguistic features for emotion intensity prediction in tweets. Stanford’s Graph-based Neural Dep …
Paper Group NANR 140

Paper Group NANR 140

July 26, 2019

Cascaded Attention based Unsupervised Information Distillation for Compressive Summarization. Interactive Abstractive Summarization for Event News Tweets. Wheel of Life: an initial investigation. Topic-Related Polarity Visualization in Personal Stories. Data-driven Morphology and Sociolinguistics for Early Modern Dutch. Services for text simplifica …
Paper Group NANR 15

Paper Group NANR 15

July 26, 2019

Graph Databases for Designing High-Performance Speech Recognition Grammars. Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods. An Empirical Comparison of Domain Adaptation Methods for Neural Machine Translation. Annotating Negation in Spanish Clinical Texts. Information Bottleneck …
Paper Group NANR 155

Paper Group NANR 155

July 26, 2019

Referring Expression Generation under Uncertainty: Algorithm and Evaluation Framework. “Convex Until Proven Guilty”: Dimension-Free Acceleration of Gradient Descent on Non-Convex Functions. Noise-Clustered Distant Supervision for Relation Extraction: A Nonparametric Bayesian Perspective. ES-LDA: Entity Summarization using Knowledge-based Topic Mode …
Paper Group NANR 156

Paper Group NANR 156

July 26, 2019

Debunking Sentiment Lexicons: A Case of Domain-Specific Sentiment Classification for Croatian. Comparison of Short-Text Sentiment Analysis Methods for Croatian. Proceedings of the 16th International Workshop on Treebanks and Linguistic Theories. Modelling metaphor with attribute-based semantics. Single and Cross-domain Polarity Classification using …
Paper Group NANR 158

Paper Group NANR 158

July 26, 2019

Active Learning for Top-$K$ Rank Aggregation from Noisy Comparisons. Consistency Analysis for Binary Classification Revisited. IJCNLP-2017 Task 4: Customer Feedback Analysis. Acoustic Model Compression with MAP adaptation. Combining CNNs and Pattern Matching for Question Interpretation in a Virtual Patient Dialogue System. USzeged: Identifying Verb …
Paper Group NANR 161

Paper Group NANR 161

July 26, 2019

Canopy — Fast Sampling with Cover Trees. Context-Aware Smoothing for Neural Machine Translation. SUT Submission for NIST 2016 Speaker Recognition Evaluation: Description and Analysis. Bayesian Optimization with Tree-structured Dependencies. High-Dimensional Structured Quantile Regression. Learning User Embeddings from Emails. Projection-free Dist …
Paper Group NANR 17

Paper Group NANR 17

July 26, 2019

Class-based Prediction Errors to Detect Hate Speech with Out-of-vocabulary Words. Good News vs. Bad News: What are they talking about?. Proceedings of the joint workshop on NLP for Computer Assisted Language Learning and NLP for Language Acquisition. Dependency Structure of Binary Conjunctions(of the IF\ldots, THEN\ldots Type). Creation and evaluat …
Paper Group NANR 178

Paper Group NANR 178

July 26, 2019

Adapting Topic Models using Lexical Associations with Tree Priors. Learning to Rank Semantic Coherence for Topic Segmentation. Detecting Sarcasm Using Different Forms Of Incongruity. Automatic Difficulty Assessment for Chinese Texts. Model evidence from nonequilibrium simulations. Crossing the border twice: Reimporting prepositions to alleviate L1- …
Paper Group NANR 179

Paper Group NANR 179

July 26, 2019

NITMZ-JU at IJCNLP-2017 Task 4: Customer Feedback Analysis. YNUDLG at IJCNLP-2017 Task 5: A CNN-LSTM Model with Attention for Multi-choice Question Answering in Examinations. Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems. YNU-HPCC at IJCNLP-2017 Task 5: Multi-choice Question Answering in Exams Using an Attenti …
Paper Group NANR 181

Paper Group NANR 181

July 26, 2019

Automated Preamble Detection in Dictated Medical Reports. ALS at IJCNLP-2017 Task 5: Answer Localization System for Multi-Choice Question Answering in Exams. Clustering of Russian Adjective-Noun Constructions using Word Embeddings. Computationally efficient heart rate estimation during physical exercise using photoplethysmographic signals. Multitas …
Paper Group NANR 184

Paper Group NANR 184

July 26, 2019

Minimizing a Submodular Function from Samples. An Empirical Study on End-to-End Sentence Modelling. NLP for Precision Medicine. Consistent Classification of Translation Revisions: A Case Study of English-Japanese Student Translations. Adaptive Sampling Probabilities for Non-Smooth Optimization. Variable Importance Using Decision Trees. Neural Seque …
Paper Group NANR 190

Paper Group NANR 190

July 26, 2019

The RWTH Aachen University English-German and German-English Machine Translation System for WMT 2017. Neural vs. Phrase-Based Machine Translation in a Multi-Domain Scenario. ResSim at SemEval-2017 Task 1: Multilingual Word Representations for Semantic Textual Similarity. SEF@UHH at SemEval-2017 Task 1: Unsupervised Knowledge-Free Semantic Textual S …
Paper Group NANR 192

Paper Group NANR 192

July 26, 2019

Topical Coherence in LDA-based Models through Induced Segmentation. WING-NUS at SemEval-2017 Task 10: Keyphrase Extraction and Classification as Joint Sequence Labeling. Distributed Batch Gaussian Process Optimization. Probabilistic Submodular Maximization in Sub-Linear Time. Varying Linguistic Purposes of Emoji in (Twitter) Context. Learning the S …
Paper Group NANR 20

Paper Group NANR 20

July 26, 2019

All-In-1 at IJCNLP-2017 Task 4: Short Text Classification with One Model for All Languages. Multivariate Gaussian Document Representation from Word Embeddings for Text Categorization. Face Normals “In-The-Wild” Using Fully Convolutional Networks. Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources. Sentiment Intensity Rank …