Multi-Task Learning

Paper Group ANR 759

Paper Group ANR 759

July 26, 2019

Generating Different Story Tellings from Semantic Representations of Narrative. Exploring the Regularity of Sparse Structure in Convolutional Neural Networks. Conceptual Text Summarizer: A new model in continuous vector space. Relation Extraction : A Survey. Coordinate Descent with Bandit Sampling. Message Passing Stein Variational Gradient Descent …
Paper Group ANR 778

Paper Group ANR 778

July 26, 2019

Learning like humans with Deep Symbolic Networks. Standard detectors aren’t (currently) fooled by physical adversarial stop signs. Non-Projective Dependency Parsing with Non-Local Transitions. Submodular Trajectory Optimization for Aerial 3D Scanning. An Unsupervised Approach for Overlapping Cervical Cell Cytoplasm Segmentation. A Semi-Supervised A …
Paper Group ANR 785

Paper Group ANR 785

July 26, 2019

Stochastic Cubic Regularization for Fast Nonconvex Optimization. Completing a joint PMF from projections: a low-rank coupled tensor factorization approach. Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control. Model Extraction Warning in MLaaS Paradigm. Max-Margin Invariant Features from Transformed Unlabeled Data. A Te …
Paper Group ANR 794

Paper Group ANR 794

July 26, 2019

Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network. Deep vs. Diverse Architectures for Classification Problems. Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach. Super-Resolution with Deep Adaptive Image Resampling. Skin lesion segmentation based …
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 157

Paper Group NANR 157

July 26, 2019

Identifying Usage Expression Sentences in Consumer Product Reviews. Discovering Stylistic Variations in Distributional Vector Space Models via Lexical Paraphrases. Adversarial Surrogate Losses for Ordinal Regression. Pay Attention to the Ending:Strong Neural Baselines for the ROC Story Cloze Task. Named Entity Recognition in the Medical Domain with …
Paper Group NANR 165

Paper Group NANR 165

July 26, 2019

Robust Coreference Resolution and Entity Linking on Dialogues: Character Identification on TV Show Transcripts. Will my auxiliary tagging task help? Estimating Auxiliary Tasks Effectivity in Multi-Task Learning. CIC-FBK Approach to Native Language Identification. Carrier Sentence Selection for Fill-in-the-blank Items. Vision and Language Integratio …
Paper Group NANR 166

Paper Group NANR 166

July 26, 2019

Scalable Generative Models for Multi-label Learning with Missing Labels. Measuring the Limit of Semantic Divergence for English Tweets.. Detecting negation scope is easy, except when it isn’t. Learning to Negate Adjectives with Bilinear Models. Don’t understand a measure? Learn it: Structured Prediction for Coreference Resolution optimizing its mea …
Paper Group NANR 171

Paper Group NANR 171

July 26, 2019

Variation Autoencoder Based Network Representation Learning for Classification. Enabling Transitivity for Lexical Inference on Chinese Verbs Using Probabilistic Soft Logic. Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison. Cross-lingual tagger evaluation without test data. Annotating errors in student texts: First …
Paper Group NANR 172

Paper Group NANR 172

July 26, 2019

ISI at the SIGMORPHON 2017 Shared Task on Morphological Reinflection. Multi-source Neural Automatic Post-Editing: FBK’s participation in the WMT 2017 APE shared task. Natural Language Grounding and Grammar Induction for Robotic Manipulation Commands. Exploring Optimal Voting in Native Language Identification. Sub-character Neural Language Modelling …
Paper Group NANR 177

Paper Group NANR 177

July 26, 2019

Language-Independent Prediction of Psycholinguistic Properties of Words. Utilizing Visual Forms of Japanese Characters for Neural Review Classification. A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognition. Extracting and Understanding Contrastive Opinion through Topic Relevant Sentences. f …
Paper Group NANR 180

Paper Group NANR 180

July 26, 2019

A Full Non-Monotonic Transition System for Unrestricted Non-Projective Parsing. An analysis of eye-movements during reading for the detection of mild cognitive impairment. Twitter Demographic Classification Using Deep Multi-modal Multi-task Learning. Don’t Throw Those Morphological Analyzers Away Just Yet: Neural Morphological Disambiguation for Ar …
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 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 32

Paper Group NANR 32

July 26, 2019

M'alr'omur: A Manually Verified Corpus of Recorded Icelandic Speech. Learning attention for historical text normalization by learning to pronounce. UHH Submission to the WMT17 Metrics Shared Task. SemEval-2017 Task 6: #HashtagWars: Learning a Sense of Humor. Quantifying how much sensory information in a neural code is relevant for behavior. Idio …
Paper Group NANR 54

Paper Group NANR 54

July 26, 2019

Deliberation as Genre: Mapping Argumentation through Relational Discourse Structure. The Good, the Bad, and the Disagreement: Complex ground truth in rhetorical structure analysis. What Sentence are you Referring to and Why? Identifying Cited Sentences in Scientific Literature. NITE: A Neural Inductive Teaching Framework for Domain Specific NER. Se …
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 60

Paper Group NANR 60

July 26, 2019

Gender as a Variable in Natural-Language Processing: Ethical Considerations. A Polynomial-Time Dynamic Programming Algorithm for Phrase-Based Decoding with a Fixed Distortion Limit. Propbank Annotation of Danish Noun Frames. Neural Sequence-to-sequence Learning of Internal Word Structure. Using Complex Argumentative Interactions to Reconstruct the …
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 64

Paper Group NANR 64

July 26, 2019

Sofrer uma ofensa, Receber uma advert^encia: Verbos-suporte Conversos de Fazer' no Portugu\^es do Brasil (Suffering an offense, Receiving a citation: Supporting Vectors Converted from To do’ in Brazilian Portuguese)[In Portuguese]. Creating Training Corpora for NLG Micro-Planners. IWCS 2017 - 12th International Conference on Computational Semant …
Paper Group NANR 65

Paper Group NANR 65

July 26, 2019

Visual Denotations for Recognizing Textual Entailment. The strange geometry of skip-gram with negative sampling. Multitask Learning for Mental Health Conditions with Limited Social Media Data. Merging the Trees - Building a Morphological Treebank for German from Two Resources. Towards a dependency-annotated treebank for Bambara. Dangerous Relations …
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 67

Paper Group NANR 67

July 26, 2019

Sentence Alignment Methods for Improving Text Simplification Systems. The TALP-UPC Neural Machine Translation System for German/Finnish-English Using the Inverse Direction Model in Rescoring. Digital Watermarking Model for CityGML. Code-Switching as a Social Act: The Case of Arabic Wikipedia Talk Pages. Waldayu and Waldayu Mobile: Modern digital di …
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 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 97

Paper Group NANR 97

July 26, 2019

NLG301 at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News. How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models. ``Oh, I’ve Heard That Before’': Modelling Own-Dialect Bias After Perceptual Learning by Weighting Training Data. Online Learning with a Hint. Finding a Ch …