Specializing Word Embeddings for Similarity or Relatedness Sep 1, 2015 Document Classification Named Entity Recognition (NER)
— Unverified Evaluation of Word Vector Representations by Subspace Alignment Sep 1, 2015 Chunking Named Entity Recognition (NER)
Code Code Available Language and Domain Independent Entity Linking with Quantified Collective Validation Sep 1, 2015 Dependency Parsing Entity Linking
— Unverified Automatic construction of complex features in Conditional Random Fields for Named Entities Recognition Sep 1, 2015 Boundary Detection Named Entity Recognition (NER)
— Unverified Efficient Named Entity Annotation through Pre-empting Sep 1, 2015 Active Learning Named Entity Recognition (NER)
— Unverified Named Entity Recognition for Chinese Social Media with Jointly Trained Embeddings Sep 1, 2015 named-entity-recognition Named Entity Recognition
Code Code Available Joint Entity Recognition and Disambiguation Sep 1, 2015 Chunking Entity Linking
— Unverified Joint Mention Extraction and Classification with Mention Hypergraphs Sep 1, 2015 Classification Coreference Resolution
— Unverified Squibs: Evaluation Methods for Statistically Dependent Text Sep 1, 2015 Named Entity Recognition (NER) Opinion Mining
— Unverified Named Entity Recognition of Persons' Names in Arabic Tweets Sep 1, 2015 Machine Translation Morphological Analysis
— Unverified Mr. Bennet, his coachman, and the Archbishop walk into a bar but only one of them gets recognized: On The Difficulty of Detecting Characters in Literary Texts Sep 1, 2015 Coreference Resolution Named Entity Recognition (NER)
— Unverified What's in an Embedding? Analyzing Word Embeddings through Multilingual Evaluation Sep 1, 2015 Machine Translation Morphological Analysis
— Unverified Word Representations, Tree Models and Syntactic Functions Aug 31, 2015 named-entity-recognition Named Entity Recognition
Code Code Available Bidirectional LSTM-CRF Models for Sequence Tagging Aug 9, 2015 Chunking Named Entity Recognition (NER)
Code Code Available Challenges in clinical natural language processing for automated disorder normalization Jul 14, 2015 Learning-To-Rank Medical Named Entity Recognition
— Unverified Model-based Word Embeddings from Decompositions of Count Matrices Jul 1, 2015 Named Entity Recognition (NER) Word Embeddings
— Unverified Learning Representations for Text-level Discourse Parsing Jul 1, 2015 Discourse Parsing Lemmatization
— Unverified Learning Lexical Embeddings with Syntactic and Lexicographic Knowledge Jul 1, 2015 Chunking Language Modelling
— Unverified Learning Hidden Markov Models with Distributed State Representations for Domain Adaptation Jul 1, 2015 Chunking Dependency Parsing
— Unverified Automatic Keyword Extraction on Twitter Jul 1, 2015 Information Retrieval Keyword Extraction
— Unverified Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks Jul 1, 2015 Chunking Named Entity Recognition (NER)
— Unverified Joint Arabic Segmentation and Part-Of-Speech Tagging Jul 1, 2015 Morphological Analysis Named Entity Recognition (NER)
— Unverified Minority Language Twitter: Part-of-Speech Tagging and Analysis of Irish Tweets Jul 1, 2015 Named Entity Recognition (NER) Part-Of-Speech Tagging
Code Code Available Boosting Named Entity Recognition with Neural Character Embeddings Jul 1, 2015 Chunking named-entity-recognition
— Unverified Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies Jul 1, 2015 Coreference Resolution Named Entity Recognition (NER)
— Unverified A Simultaneous Recognition Framework for the Spoken Language Understanding Module of Intelligent Personal Assistant Software on Smart Phones Jul 1, 2015 Named Entity Recognition (NER) Spoken Language Understanding
— Unverified Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations Jul 1, 2015 Information Retrieval Named Entity Recognition (NER)
— Unverified Lexical Characteristics Analysis of Chinese Clinical Documents Jul 1, 2015 Information Retrieval Lexical Analysis
— Unverified Multimedia Lab @ ACL WNUT NER Shared Task: Named Entity Recognition for Twitter Microposts using Distributed Word Representations Jul 1, 2015 named-entity-recognition Named Entity Recognition
— Unverified Chinese Grammatical Error Diagnosis by Conditional Random Fields Jul 1, 2015 Named Entity Recognition (NER)
— Unverified Chinese Named Entity Recognition with Graph-based Semi-supervised Learning Model Jul 1, 2015 Chinese Named Entity Recognition named-entity-recognition
— Unverified Shared Tasks of the 2015 Workshop on Noisy User-generated Text: Twitter Lexical Normalization and Named Entity Recognition Jul 1, 2015 Lexical Normalization named-entity-recognition
— Unverified NRC: Infused Phrase Vectors for Named Entity Recognition in Twitter Jul 1, 2015 named-entity-recognition Named Entity Recognition
— Unverified Improving Twitter Named Entity Recognition using Word Representations Jul 1, 2015 named-entity-recognition Named Entity Recognition
— Unverified Shallow Training is cheap but is it good enough? Experiments with Medical Fact Coding Jul 1, 2015 Named Entity Recognition (NER)
— Unverified Improving Named Entity Recognition in Tweets via Detecting Non-Standard Words Jul 1, 2015 named-entity-recognition Named Entity Recognition
— Unverified Transferring Coreference Resolvers with Posterior Regularization Jul 1, 2015 Coreference Resolution Dependency Parsing
— Unverified NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit Jul 1, 2015 Chinese Word Segmentation Chunking
— Unverified Cross-lingual Transfer of Named Entity Recognizers without Parallel Corpora Jul 1, 2015 Cross-Lingual Transfer Dependency Parsing
— Unverified Semantically Smooth Knowledge Graph Embedding Jul 1, 2015 Entity Resolution Graph Embedding
— Unverified Data Adaptation for Named Entity Recognition on Tweets with Features-Rich CRF Jul 1, 2015 Domain Adaptation named-entity-recognition
— Unverified IITP: Multiobjective Differential Evolution based Twitter Named Entity Recognition Jul 1, 2015 Machine Translation named-entity-recognition
— Unverified NCSU\_SAS\_WOOKHEE: A Deep Contextual Long-Short Term Memory Model for Text Normalization Jul 1, 2015 Named Entity Recognition (NER) Part-Of-Speech Tagging
— Unverified A Framework for Procedural Text Understanding Jul 1, 2015 Named Entity Recognition (NER) Procedural Text Understanding
— Unverified Pre-training of Hidden-Unit CRFs Jul 1, 2015 Named Entity Recognition (NER) Part-Of-Speech Tagging
— Unverified EDRAK: Entity-Centric Data Resource for Arabic Knowledge Jul 1, 2015 Information Retrieval Named Entity Recognition (NER)
— Unverified HAREM and Klue: how to put two tagsets for named entities annotation together Jul 1, 2015 Named Entity Recognition (NER) Relation Extraction
— Unverified Hallym: Named Entity Recognition on Twitter with Word Representation Jul 1, 2015 named-entity-recognition Named Entity Recognition
— Unverified Embedding Methods for Fine Grained Entity Type Classification Jul 1, 2015 Classification Coreference Resolution
— Unverified To Do or Not to Do: the Role of Agendas for Action in Analyzing News Coverage of Violent Conflict Jul 1, 2015 Named Entity Recognition (NER)
— Unverified 