Similar but not the Same: Word Sense Disambiguation Improves Event Detection via Neural Representation Matching Oct 1, 2018 Event Detection Sentence
— Unverified The Word Sense Disambiguation Test Suite at WMT18 Oct 1, 2018 Machine Translation Translation
— Unverified xSense: Learning Sense-Separated Sparse Representations and Textual Definitions for Explainable Word Sense Networks Sep 10, 2018 Word Embeddings Word Sense Disambiguation
Code Code Available A Novel Neural Sequence Model with Multiple Attentions for Word Sense Disambiguation Sep 4, 2018 Decoder Sentence
— Unverified KDSL: a Knowledge-Driven Supervised Learning Framework for Word Sense Disambiguation Aug 28, 2018 Word Sense Disambiguation
— Unverified WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations Aug 28, 2018 Word Embeddings Word Sense Disambiguation
— Unverified Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures Aug 27, 2018 Machine Translation Translation
Code Code Available Learning Graph Embeddings from WordNet-based Similarity Measures Aug 16, 2018 Graph Embedding Semantic Similarity
— Unverified Synonymy in Bilingual Context: The CzEngClass Lexicon Aug 1, 2018 Word Sense Disambiguation
— Unverified A Rule-Based System for Disambiguating French Locative Verbs and Their Translation into Arabic Aug 1, 2018 Form Machine Translation
— Unverified GenSense: A Generalized Sense Retrofitting Model Aug 1, 2018 model Semantic Similarity
Code Code Available Using Word Embeddings for Unsupervised Acronym Disambiguation Aug 1, 2018 Image Captioning Word Embeddings
— Unverified Word Sense Disambiguation Based on Word Similarity Calculation Using Word Vector Representation from a Knowledge-based Graph Aug 1, 2018 Information Retrieval Machine Translation
Code Code Available A New Approach to Animacy Detection Aug 1, 2018 Coreference Resolution Semantic Role Labeling
— Unverified Model-Free Context-Aware Word Composition Aug 1, 2018 Dimensionality Reduction Learning Word Embeddings
— Unverified A Deep Dive into Word Sense Disambiguation with LSTM Aug 1, 2018 Language Modeling Language Modelling
— Unverified WordNet-Based Information Retrieval Using Common Hypernyms and Combined Features Jul 15, 2018 Information Retrieval Retrieval
— Unverified Towards Enhancing Lexical Resource and Using Sense-annotations of OntoSenseNet for Sentiment Analysis Jul 9, 2018 Sentiment Analysis Word Sense Disambiguation
Code Code Available Using pseudo-senses for improving the extraction of synonyms from word embeddings Jul 1, 2018 Dimensionality Reduction Semantic Similarity
— Unverified Sense-Aware Neural Models for Pun Location in Texts Jul 1, 2018 Word Sense Disambiguation
— Unverified Ranking-Based Automatic Seed Selection and Noise Reduction for Weakly Supervised Relation Extraction Jul 1, 2018 Relation Relation Extraction
Code Code Available Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization Jul 1, 2018 Cross-Lingual Word Embeddings Machine Translation
— Unverified EmotionX-SmartDubai\_NLP: Detecting User Emotions In Social Media Text Jul 1, 2018 Feature Engineering General Classification
— Unverified Syntactically Aware Neural Architectures for Definition Extraction Jun 1, 2018 Benchmarking Binary Classification
— Unverified SemEval-2018 Task 5: Counting Events and Participants in the Long Tail Jun 1, 2018 Word Sense Disambiguation
— Unverified Unsupervised Detection of Metaphorical Adjective-Noun Pairs Jun 1, 2018 Clustering Machine Translation
— Unverified An Evaluation of Image-Based Verb Prediction Models against Human Eye-Tracking Data Jun 1, 2018 General Classification Question Answering
— Unverified NLP\_HZ at SemEval-2018 Task 9: a Nearest Neighbor Approach Jun 1, 2018 Hypernym Discovery Information Retrieval
— Unverified KOI at SemEval-2018 Task 5: Building Knowledge Graph of Incidents Jun 1, 2018 Articles Clustering
— Unverified SemEval-2018 Task 10: Capturing Discriminative Attributes Jun 1, 2018 Attribute Semantic Similarity
— Unverified WSD algorithm based on a new method of vector-word contexts proximity calculation via epsilon-filtration May 24, 2018 Sentence Word Sense Disambiguation
Code Code Available Incorporating Glosses into Neural Word Sense Disambiguation May 21, 2018 Word Sense Disambiguation
Code Code Available Huge Automatically Extracted Training Sets for Multilingual Word Sense Disambiguation May 12, 2018 Word Sense Disambiguation
— Unverified The risk of sub-optimal use of Open Source NLP Software: UKB is inadvertently state-of-the-art in knowledge-based WSD May 11, 2018 Word Sense Disambiguation
— Unverified Coreference Resolution in FreeLing 4.0 May 1, 2018 Constituency Parsing coreference-resolution
— Unverified All-words Word Sense Disambiguation Using Concept Embeddings May 1, 2018 All Word Embeddings
— Unverified WordNet-Shp: Towards the Building of a Lexical Database for a Peruvian Minority Language May 1, 2018 Machine Translation Word Sense Disambiguation
— Unverified Lexical and Semantic Features for Cross-lingual Text Reuse Classification: an Experiment in English and Latin Paraphrases May 1, 2018 General Classification Semantic Textual Similarity
— Unverified Approche supervis\'ee \`a base de cellules LSTM bidirectionnelles pour la d\'esambigu\" lexicale (LSTM Based Supervised Approach for Word Sense Disambiguation) May 1, 2018 NER Word Sense Disambiguation
— Unverified A Large Automatically-Acquired All-Words List of Multiword Expressions Scored for Compositionality May 1, 2018 All Information Retrieval
— Unverified FastSense: An Efficient Word Sense Disambiguation Classifier May 1, 2018 Entity Linking Text Classification
— Unverified Building Named Entity Recognition Taggers via Parallel Corpora May 1, 2018 Machine Translation named-entity-recognition
Code Code Available Unsupervised Korean Word Sense Disambiguation using CoreNet May 1, 2018 Dependency Parsing Machine Translation
— Unverified Building a List of Synonymous Words and Phrases of Japanese Compound Verbs May 1, 2018 Morphological Analysis Word Sense Disambiguation
— Unverified A Corpus of Metaphor Novelty Scores for Syntactically-Related Word Pairs May 1, 2018 Word Sense Disambiguation
Code Code Available WikiDragon: A Java Framework For Diachronic Content And Network Analysis Of MediaWikis May 1, 2018 Named Entity Recognition (NER) Word Sense Disambiguation
Code Code Available Joint Learning of Sense and Word Embeddings May 1, 2018 Dependency Parsing Sentiment Analysis
— Unverified UFSAC: Unification of Sense Annotated Corpora and Tools May 1, 2018 Word Sense Disambiguation
Code Code Available Huge Automatically Extracted Training-Sets for Multilingual Word SenseDisambiguation May 1, 2018 Question Answering Semantic Parsing
— Unverified Automatic Thesaurus Construction for Modern Hebrew May 1, 2018 Machine Translation Question Answering
— Unverified 