Entity Extraction in Biomedical Corpora: An Approach to Evaluate Word Embedding Features with PSO based Feature Selection Apr 1, 2017 Boundary Detection Entity Extraction using GAN
— Unverified Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation Apr 1, 2017 Word Embeddings Word Sense Disambiguation
— Unverified Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison Apr 1, 2017 Word Sense Disambiguation
— Unverified Multilingual CALL Framework for Automatic Language Exercise Generation from Free Text Apr 1, 2017 Multiple-choice Word Sense Disambiguation
— Unverified Approches d'analyse distributionnelle pour améliorer la désambiguïsation sémantique Feb 27, 2017 Information Retrieval Lexical Simplification
— Unverified A Knowledge-Based Approach to Word Sense Disambiguation by distributional selection and semantic features Feb 27, 2017 Combinatorial Optimization Information Retrieval
— Unverified Bangla Word Clustering Based on Tri-gram, 4-gram and 5-gram Language Model Jan 27, 2017 Clustering Language Modeling
— Unverified Exploring Soft-Clustering for German (Particle) Verbs across Frequency Ranges Jan 1, 2017 Clustering Machine Translation
— Unverified Sense Embeddings in Knowledge-Based Word Sense Disambiguation Jan 1, 2017 Machine Translation Word Embeddings
Code Code Available Dual Embeddings and Metrics for Relational Similarity Jan 1, 2017 Learning Word Embeddings Machine Translation
— Unverified Distributional Lesk: Effective Knowledge-Based Word Sense Disambiguation Jan 1, 2017 Learning Word Embeddings Word Embeddings
— Unverified Regular polysemy: from sense vectors to sense patterns Dec 1, 2016 Word Embeddings Word Sense Disambiguation
— Unverified A Bayesian model for joint word alignment and part-of-speech transfer Dec 1, 2016 Machine Translation Word Alignment
— Unverified Integrating WordNet for Multiple Sense Embeddings in Vector Semantics Dec 1, 2016 Word Sense Disambiguation
— Unverified Incremental Global Event Extraction Dec 1, 2016 Event Extraction Relation Extraction
— Unverified Improving Translation Selection with Supersenses Dec 1, 2016 Machine Translation Translation
— Unverified Improving Statistical Machine Translation with Selectional Preferences Dec 1, 2016 Machine Translation Semantic Role Labeling
— Unverified Word Embeddings, Analogies, and Machine Learning: Beyond king - man + woman = queen Dec 1, 2016 BIG-bench Machine Learning Morphological Analysis
— Unverified Verb sense disambiguation in Machine Translation Dec 1, 2016 Machine Translation Translation
— Unverified Structured Generative Models of Continuous Features for Word Sense Induction Dec 1, 2016 Clustering Word Embeddings
— Unverified Featureless Domain-Specific Term Extraction with Minimal Labelled Data Dec 1, 2016 Coreference Resolution Term Extraction
— Unverified Feature based Sentiment Analysis using a Domain Ontology Dec 1, 2016 Opinion Mining Sentiment Analysis
— Unverified Extending WordNet with Fine-Grained Collocational Information via Supervised Distributional Learning Dec 1, 2016 Machine Translation Semantic Textual Similarity
— Unverified Extending AIDA framework by incorporating coreference resolution on detected mentions and pruning based on popularity of an entity Dec 1, 2016 coreference-resolution Coreference Resolution
— Unverified Zooming in on Gender Differences in Social Media Dec 1, 2016 General Classification Sociology
— Unverified papago: A Machine Translation Service with Word Sense Disambiguation and Currency Conversion Dec 1, 2016 Machine Translation Optical Character Recognition (OCR)
— Unverified Expanding wordnets to new languages with multilingual sense disambiguation Dec 1, 2016 Information Retrieval Machine Translation
— Unverified Semantically Motivated Hebrew Verb-Noun Multi-Word Expressions Identification Dec 1, 2016 General Classification Information Retrieval
— Unverified Sinhala Short Sentence Similarity Calculation using Corpus-Based and Knowledge-Based Similarity Measures Dec 1, 2016 Semantic Similarity Semantic Textual Similarity
— Unverified More is not always better: balancing sense distributions for all-words Word Sense Disambiguation Dec 1, 2016 All Word Sense Disambiguation
Code Code Available A Comparison of Word Embeddings for English and Cross-Lingual Chinese Word Sense Disambiguation Nov 9, 2016 Benchmarking Translation
— Unverified Jointly Embedding Knowledge Graphs and Logical Rules Nov 1, 2016 Graph Embedding Knowledge Graph Embedding
— Unverified Context-Dependent Sense Embedding Nov 1, 2016 Clustering Word Embeddings
— Unverified Combining Supervised and Unsupervised Enembles for Knowledge Base Population Nov 1, 2016 Entity Linking Knowledge Base Population
— Unverified Supervised Distributional Hypernym Discovery via Domain Adaptation Nov 1, 2016 Clustering Domain Adaptation
— Unverified Knowledge-Based Biomedical Word Sense Disambiguation with Neural Concept Embeddings Oct 26, 2016 named-entity-recognition Named Entity Recognition
— Unverified EmojiNet: Building a Machine Readable Sense Inventory for Emoji Oct 25, 2016 Word Sense Disambiguation
— Unverified A Hybrid Approach for Deep Machine Translation Oct 1, 2016 Machine Translation Natural Language Inference
— Unverified Supervised Word Sense Disambiguation with Sentences Similarities from Context Word Embeddings Oct 1, 2016 Word Embeddings Word Sense Disambiguation
— Unverified Towards Accurate and Efficient Chinese Part-of-Speech Tagging Sep 1, 2016 Chinese Part-of-Speech Tagging Part-Of-Speech Tagging
— Unverified Using Distributed Representations to Disambiguate Biomedical and Clinical Concepts Aug 19, 2016 Word Sense Disambiguation
Code Code Available Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization Aug 1, 2016 Dependency Parsing Document Classification
— Unverified context2vec: Learning Generic Context Embedding with Bidirectional LSTM Aug 1, 2016 Chunking Coreference Resolution
— Unverified Learning Paraphrasing for Multiword Expressions Aug 1, 2016 Learning-To-Rank Machine Translation
— Unverified Improving Text-to-Pictograph Translation Through Word Sense Disambiguation Aug 1, 2016 Common Sense Reasoning Translation
— Unverified LexSemTm: A Semantic Dataset Based on All-words Unsupervised Sense Distribution Learning Aug 1, 2016 All Lexical Simplification
— Unverified Find the word that does not belong: A Framework for an Intrinsic Evaluation of Word Vector Representations Aug 1, 2016 Machine Translation Outlier Detection
— Unverified An Improved Crowdsourcing Based Evaluation Technique for Word Embedding Methods Aug 1, 2016 Word Embeddings Word Sense Disambiguation
— Unverified Language Transfer Learning for Supervised Lexical Substitution Aug 1, 2016 Semantic Textual Similarity Text Simplification
— Unverified Accounting ngrams and multi-word terms can improve topic models Aug 1, 2016 Information Retrieval Text Clustering
— Unverified 