Dimensionality Reduction

Paper Group ANR 776

Paper Group ANR 776

July 26, 2019

Native Language Identification on Text and Speech. Pipeline Generative Adversarial Networks for Facial Images Generation with Multiple Attributes. A Distributed Learning Dynamics in Social Groups. Biologically Inspired Feedforward Supervised Learning for Deep Self-Organizing Map Networks. BENCHIP: Benchmarking Intelligence Processors. “Attention” f …
Paper Group ANR 796

Paper Group ANR 796

July 26, 2019

Point Linking Network for Object Detection. Joint Transmission Map Estimation and Dehazing using Deep Networks. Tech Report: A Fast Multiscale Spatial Regularization for Sparse Hyperspectral Unmixing. On conditional parity as a notion of non-discrimination in machine learning. Uncertainty measurement with belief entropy on interference effect in Qu …
Paper Group ANR 797

Paper Group ANR 797

July 26, 2019

Automated Linear-Time Detection and Quality Assessment of Superpixels in Uncalibrated True- or False-Color RGB Images. Semantically Consistent Image Completion with Fine-grained Details. Multi-Objective Approaches to Markov Decision Processes with Uncertain Transition Parameters. CS591 Report: Application of siamesa network in 2D transformation. A …
Paper Group NANR 100

Paper Group NANR 100

July 26, 2019

From FOAF to English: Linguistic Contribution to Web Semantics. Targeting EEG/LFP Synchrony with Neural Nets. Non-Markovian Globally Consistent Multi-Object Tracking. INGEOTEC at SemEval 2017 Task 4: A B4MSA Ensemble based on Genetic Programming for Twitter Sentiment Analysis. TSA-INF at SemEval-2017 Task 4: An Ensemble of Deep Learning Architectur …
Paper Group NANR 101

Paper Group NANR 101

July 26, 2019

Feature Hashing for Language and Dialect Identification. Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking. Developing a Suite of Mobile Applications for Collaborative Language Documentation. Identifying Humor in Reviews using Background Text Sources. Extensible Hierarchical Method of Detecting Interactive Actions …
Paper Group NANR 104

Paper Group NANR 104

July 26, 2019

Skip-Gram − Zipf + Uniform = Vector Additivity. Cross-Spectral Factor Analysis. Maxing and Ranking with Few Assumptions. Integration Methods and Optimization Algorithms. Generating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning. Machine Translation and Automated Analysis of the Sumerian Languag …
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 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 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 143

Paper Group NANR 143

July 26, 2019

Alibaba at IJCNLP-2017 Task 1: Embedding Grammatical Features into LSTMs for Chinese Grammatical Error Diagnosis Task. Communication-Efficient Distributed Learning of Discrete Distributions. Weighted-Entropy-Based Quantization for Deep Neural Networks. How Close Are the Eigenvectors of the Sample and Actual Covariance Matrices?. Detection of Chines …
Paper Group NANR 2

Paper Group NANR 2

July 26, 2019

IIIT-H at IJCNLP-2017 Task 3: A Bidirectional-LSTM Approach for Review Opinion Diversification. Natural Language Informs the Interpretation of Iconic Gestures: A Computational Approach. Deep Learning for Semantic Composition. Reference-based Metrics can be Replaced with Reference-less Metrics in Evaluating Grammatical Error Correction Systems. Para …
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 72

Paper Group NANR 72

July 26, 2019

Users and Data: The Two Neglected Children of Bilingual Natural Language Processing Research. MONPA: Multi-objective Named-entity and Part-of-speech Annotator for Chinese using Recurrent Neural Network. Last Words: Sharing Is Caring: The Future of Shared Tasks. UHH Submission to the WMT17 Quality Estimation Shared Task. Multiple Nominative Construc …
Paper Group NANR 75

Paper Group NANR 75

July 26, 2019

Neural Regularized Domain Adaptation for Chinese Word Segmentation. Population Matching Discrepancy and Applications in Deep Learning. Proceedings of the 4th Workshop on Argument Mining. Co-reference Resolution of Elided Subjects and Possessive Pronouns in Spanish-English Statistical Machine Translation. Word Embeddings as Features for Supervised C …
Paper Group NANR 82

Paper Group NANR 82

July 26, 2019

Improving the Naturalness and Expressivity of Language Generation for Spanish. NMT or SMT: Case Study of a Narrow-domain English-Latvian Post-editing Project. Analysis and Optimization of Graph Decompositions by Lifted Multicuts. User-initiated Sub-dialogues in State-of-the-art Dialogue Systems. Stylistic Variation in Television Dialogue for Natura …
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 13

Paper Group NAWR 13

July 26, 2019

Co-attending Regions and Detections with Multi-modal Multiplicative Embedding for VQA. Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarity. ERFNet: Efficient Residual Factorized ConvNet for Real-time Semantic Segmentation. Evaluation Metrics for Automatically Generated Metaphorical Expressions. MR-b …
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 …
Paper Group NAWR 6

Paper Group NAWR 6

July 26, 2019

EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis. PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs. SupWSD: A Flexible Toolkit for Supervised Word Sense Disambiguation. Learning How to Simplify From Explicit Labeling of Complex-Simplified Text Pairs …
Paper Group NAWR 7

Paper Group NAWR 7

July 26, 2019

Recurrent Attention Network on Memory for Aspect Sentiment Analysis. C-3MA: Tartu-Riga-Zurich Translation Systems for WMT17. Automatic Differentiation in PyTorch. Deep Recurrent Neural Network-Based Identification of Precursor microRNAs. Review highlights: opinion mining on reviews: a hybrid model for rule selection in aspect extraction. Context-Aw …
Paper Group NAWR 8

Paper Group NAWR 8

July 26, 2019

Non-Uniform Subset Selection for Active Learning in Structured Data. A Neural Local Coherence Model. L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space. Powered Outer Probabilistic Clustering. State-Frequency Memory Recurrent Neural Networks. Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data. Impr …