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 Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison Apr 1, 2017 Word Sense Disambiguation
— Unverified Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation Apr 1, 2017 Word Embeddings 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 Featureless Domain-Specific Term Extraction with Minimal Labelled Data Dec 1, 2016 Coreference Resolution Term Extraction
— Unverified A Bayesian model for joint word alignment and part-of-speech transfer Dec 1, 2016 Machine Translation Word Alignment
— Unverified papago: A Machine Translation Service with Word Sense Disambiguation and Currency Conversion Dec 1, 2016 Machine Translation Optical Character Recognition (OCR)
— Unverified Semantically Motivated Hebrew Verb-Noun Multi-Word Expressions Identification Dec 1, 2016 General Classification Information Retrieval
— 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 More is not always better: balancing sense distributions for all-words Word Sense Disambiguation Dec 1, 2016 All Word Sense Disambiguation
Code Code Available Word Embeddings, Analogies, and Machine Learning: Beyond king - man + woman = queen Dec 1, 2016 BIG-bench Machine Learning Morphological Analysis
— Unverified Structured Generative Models of Continuous Features for Word Sense Induction Dec 1, 2016 Clustering Word Embeddings
— Unverified Extending WordNet with Fine-Grained Collocational Information via Supervised Distributional Learning Dec 1, 2016 Machine Translation Semantic Textual Similarity
— Unverified Expanding wordnets to new languages with multilingual sense disambiguation Dec 1, 2016 Information Retrieval Machine Translation
— Unverified Integrating WordNet for Multiple Sense Embeddings in Vector Semantics Dec 1, 2016 Word Sense Disambiguation
— Unverified Verb sense disambiguation in Machine Translation Dec 1, 2016 Machine Translation Translation
— Unverified Feature based Sentiment Analysis using a Domain Ontology Dec 1, 2016 Opinion Mining Sentiment Analysis
— 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 Regular polysemy: from sense vectors to sense patterns Dec 1, 2016 Word Embeddings Word Sense Disambiguation
— Unverified Zooming in on Gender Differences in Social Media Dec 1, 2016 General Classification Sociology
— Unverified Sinhala Short Sentence Similarity Calculation using Corpus-Based and Knowledge-Based Similarity Measures Dec 1, 2016 Semantic Similarity Semantic Textual Similarity
— Unverified 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 Supervised Word Sense Disambiguation with Sentences Similarities from Context Word Embeddings Oct 1, 2016 Word Embeddings Word Sense Disambiguation
— Unverified A Hybrid Approach for Deep Machine Translation Oct 1, 2016 Machine Translation Natural Language Inference
— Unverified Towards Accurate and Efficient Chinese Part-of-Speech Tagging Sep 1, 2016 Chinese Part-of-Speech Tagging Part-Of-Speech Tagging
— Unverified An Incremental Parser for Abstract Meaning Representation Aug 22, 2016 Abstract Meaning Representation AMR Parsing
Code Code Available Using Distributed Representations to Disambiguate Biomedical and Clinical Concepts Aug 19, 2016 Word Sense Disambiguation
Code Code Available You Shall Know People by the Company They Keep: Person Name Disambiguation for Social Network Construction Aug 1, 2016 Coreference Resolution Word Sense Disambiguation
— 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 Evaluating embeddings on dictionary-based similarity Aug 1, 2016 Information Retrieval Word Sense Disambiguation
— Unverified WMT2016: A Hybrid Approach to Bilingual Document Alignment Aug 1, 2016 Machine Translation Word Sense Disambiguation
— Unverified Accounting ngrams and multi-word terms can improve topic models Aug 1, 2016 Information Retrieval Text Clustering
— Unverified Leveraging Annotators' Gaze Behaviour for Coreference Resolution Aug 1, 2016 coreference-resolution Coreference Resolution
— Unverified A Word Embedding Approach to Identifying Verb-Noun Idiomatic Combinations Aug 1, 2016 Machine Translation Word Embeddings
— Unverified Learning Paraphrasing for Multiword Expressions Aug 1, 2016 Learning-To-Rank Machine Translation
— Unverified 