Language Modelling

Paper Group NANR 12

Paper Group NANR 12

July 26, 2019

Interoperable annotation of (co)references in the Democrat project. Reference Scope Identification for Citances Using Convolutional Neural Networks. Optimistic posterior sampling for reinforcement learning: worst-case regret bounds. Rule-based Reordering and Post-Processing for Indonesian-Korean Statistical Machine Translation. Normalization of Soc …
Paper Group NANR 121

Paper Group NANR 121

July 26, 2019

URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectors. A morphological analyser for Kven. Proceedings of the 2nd Workshop on Representation Learning for NLP. Raising to Object in Japanese: An HPSG Analysis. Understanding of unknown medical words. Combining Word-Level and Character-Level Representations fo …
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 126

Paper Group NANR 126

July 26, 2019

Neural Response Generation for Customer Service based on Personality Traits. The Rich Event Ontology. Neural Networks and Spelling Features for Native Language Identification. A Progressive Learning Approach to Chinese SRL Using Heterogeneous Data. Domain Specific Automatic Question Generation from Text. Constructive Language in News Comments. Robu …
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 130

Paper Group NANR 130

July 26, 2019

Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure. Learning Contextually Informed Representations for Linear-Time Discourse Parsing. NLPSA at IJCNLP-2017 Task 2: Imagine Scenario: Leveraging Supportive Images for Dimensional Sentiment Analysis. Remarks on epistemically biased questions. BTG-based Machin …
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 132

Paper Group NANR 132

July 26, 2019

Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets. k-Support and Ordered Weighted Sparsity for Overlapping Groups: Hardness and Algorithms. Injecting Word Embeddings with Another Language’s Resource : An Application of Bilingual Embeddings. Lexical Simplification with the Deep Structured Similarity Model. …
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 135

Paper Group NANR 135

July 26, 2019

Combining Multiple Corpora for Readability Assessment for People with Cognitive Disabilities. Connecting the Dots: Towards Human-Level Grammatical Error Correction. Neural Relation Extraction with Multi-lingual Attention. Log-linear Models for Uyghur Segmentation in Spoken Language Translation. TWINA at SemEval-2017 Task 4: Twitter Sentiment Analys …
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 146

Paper Group NANR 146

July 26, 2019

Boosted Fitted Q-Iteration. Enumerating Distinct Decision Trees. Comparison of String Similarity Measures for Obscenity Filtering. An Extensive Empirical Evaluation of Character-Based Morphological Tagging for 14 Languages. SPLICE: Fully Tractable Hierarchical Extension of ICA with Pooling. BE Is Not the Unique Homomorphism That Makes the Partee Tr …
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 150

Paper Group NANR 150

July 26, 2019

Learning Determinantal Point Processes with Moments and Cycles. InToEventS: An Interactive Toolkit for Discovering and Building Event Schemas. Analytical Guarantees on Numerical Precision of Deep Neural Networks. Enhancing Machine Translation of Academic Course Catalogues with Terminological Resources. Nonnegative Matrix Factorization for Time Seri …
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 159

Paper Group NANR 159

July 26, 2019

Distributed Document and Phrase Co-embeddings for Descriptive Clustering. Study on Visual Word Recognition in Bangla across Different Reader Groups. Uncorrelation and Evenness: a New Diversity-Promoting Regularizer. Selective Inference for Sparse High-Order Interaction Models. 基於i-vector與PLDA並使用GMM-HMM強制對位之自動語者分段標記系統 (Speaker Diarization based on I …
Paper Group NANR 16

Paper Group NANR 16

July 26, 2019

Building timelines of soccer matches from Twitter. Bayesian Dyadic Trees and Histograms for Regression. Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications. Zero-Inflated Exponential Family Embeddings. Clustering High Dimensional Dynamic Data Streams. Multiple Clustering Views from Multiple Uncertain Experts. Machine Learni …
Paper Group NANR 164

Paper Group NANR 164

July 26, 2019

Proceedings of the First Workshop on Curation and Applications of Parallel and Comparable Corpora. An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters. Simplifying metaphorical language for young readers: A corpus study on news text. Splitting Complex English Sentences. Parameter Transfer across Domains for Word …
Paper Group NANR 167

Paper Group NANR 167

July 26, 2019

To What Extent is Immediate Constituency Analysis Dependency-Based? A Survey of Foundational Texts. A Dependency Treebank for Kurmanji Kurdish. Fully Delexicalized Contexts for Syntax-Based Word Embeddings. A Monotonicity Calculus and Its Completeness. The Language of Place: Semantic Value from Geospatial Context. A Rule-based Semantic Annotator: A …
Paper Group NANR 169

Paper Group NANR 169

July 26, 2019

Can You See the (Linguistic) Difference? Exploring Mass/Count Distinction in Vision. Unsupervised Induction of Compositional Types for English Adjective-Noun Pairs. Does Free Word Order Hurt? Assessing the Practical Lexical Function Model for Croatian. Parsing with Context Embeddings. Entropy Reduction correlates with temporal lobe activity. CUNI S …
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 170

Paper Group NANR 170

July 26, 2019

Using Automated Metaphor Identification to Aid in Detection and Prediction of First-Episode Schizophrenia. Delexicalized transfer parsing for low-resource languages using transformed and combined treebanks. Incorporating Metadata into Content-Based User Embeddings. Quantitative Characterization of Code Switching Patterns in Complex Multi-Party Conv …
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 174

Paper Group NANR 174

July 26, 2019

A Parallel Recurrent Neural Network for Language Modeling with POS Tags. Learning Transferable Representation for Bilingual Relation Extraction via Convolutional Neural Networks. Evaluating Persuasion Strategies and Deep Reinforcement Learning methods for Negotiation Dialogue agents. SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neura …
Paper Group NANR 175

Paper Group NANR 175

July 26, 2019

CKY-based Convolutional Attention for Neural Machine Translation. Fractional Langevin Monte Carlo: Exploring Levy Driven Stochastic Differential Equations for MCMC. Lower bounds on the robustness to adversarial perturbations. Integer Linear Programming formulations in Natural Language Processing. TakeLab at SemEval-2017 Task 6: #RankingHumorIn4Pag …
Paper Group NANR 176

Paper Group NANR 176

July 26, 2019

Diversifying Neural Conversation Model with Maximal Marginal Relevance. A Statistical Framework for Product Description Generation. Unsupervised Pretraining for Sequence to Sequence Learning. Using Analytic Scoring Rubrics in the Automatic Assessment of College-Level Summary Writing Tasks in L2. Grouping business news stories based on salience of n …