NLPExplorer

Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition

Erik F. Tjong Kim Sang | Fien De Meulder |

Paper Details:

Year: 2003

Venue: CoNLL | WS |
SIG: SIGNLL

Citations

URL

Why Nitpicking Works: Evidence for Occam’s Razor in Error Correctors
Dekai Wu | Grace Ngai | Marine Carpuat |

Semantic Role Labeling Via Integer Linear Programming Inference
Vasin Punyakanok | Dan Roth | Wen-tau Yih | Dav Zimak |

Stopping Criteria for Active Learning of Named Entity Recognition
Florian Laws | Hinrich Schütze |

Kernel-based Reranking for Named-Entity Extraction
Truc-Vien T. Nguyen | Alessandro Moschitti | Giuseppe Riccardi |

Adapting taggers to Twitter with not-so-distant supervision
Barbara Plank | Dirk Hovy | Ryan McDonald | Anders Søgaard |

BEL: Bagging for Entity Linking
Zhe Zuo | Gjergji Kasneci | Toni Gruetze | Felix Naumann |

Label Embedding for Zero-shot Fine-grained Named Entity Typing
Yukun Ma | Erik Cambria | Sa Gao |

Attending to Characters in Neural Sequence Labeling Models
Marek Rei | Gamal Crichton | Sampo Pyysalo |

Mongolian Named Entity Recognition System with Rich Features
Weihua Wang | Feilong Bao | Guanglai Gao |

Broad Twitter Corpus: A Diverse Named Entity Recognition Resource
Leon Derczynski | Kalina Bontcheva | Ian Roberts |

Recurrent Dropout without Memory Loss
Stanislau Semeniuta | Aliaksei Severyn | Erhardt Barth |

PersoNER: Persian Named-Entity Recognition
Hanieh Poostchi | Ehsan Zare Borzeshi | Mohammad Abdous | Massimo Piccardi |

TASTY: Interactive Entity Linking As-You-Type
Sebastian Arnold | Robert Dziuba | Alexander Löser |

Contextual String Embeddings for Sequence Labeling
Alan Akbik | Duncan Blythe | Roland Vollgraf |

Robust Lexical Features for Improved Neural Network Named-Entity Recognition
Abbas Ghaddar | Phillippe Langlais |

Transfer Learning for Entity Recognition of Novel Classes
Juan Diego Rodriguez | Adam Caldwell | Alexander Liu |

A Survey on Recent Advances in Named Entity Recognition from Deep Learning models
Vikas Yadav | Steven Bethard |

An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification
Ajay Nagesh | Mihai Surdeanu |

What’s in Your Embedding, And How It Predicts Task Performance
Anna Rogers | Shashwath Hosur Ananthakrishna | Anna Rumshisky |

Character-Level Feature Extraction with Densely Connected Networks
Chanhee Lee | Young-Bum Kim | Dongyub Lee | Heuiseok Lim |

Design Challenges and Misconceptions in Neural Sequence Labeling
Jie Yang | Shuailong Liang | Yue Zhang |

Instance Based Lexical Entailment for Ontology Population
Claudio Giuliano | Alfio Gliozzo |

A New Perceptron Algorithm for Sequence Labeling with Non-Local Features
Jun’ichi Kazama | Kentaro Torisawa |

An Approach to Text Corpus Construction which Cuts Annotation Costs and Maintains Reusability of Annotated Data
Katrin Tomanek | Joachim Wermter | Udo Hahn |

Exploiting Wikipedia as External Knowledge for Named Entity Recognition
Jun’ichi Kazama | Kentaro Torisawa |

Large-Scale Named Entity Disambiguation Based on Wikipedia Data
Silviu Cucerzan |

Semi-Supervised Structured Output Learning Based on a Hybrid Generative and Discriminative Approach
Jun Suzuki | Akinori Fujino | Hideki Isozaki |

Arabic Named Entity Recognition using Optimized Feature Sets
Yassine Benajiba | Mona Diab | Paolo Rosso |

Cross-Task Knowledge-Constrained Self Training
Hal Daumé III |

An Analysis of Active Learning Strategies for Sequence Labeling Tasks
Burr Settles | Mark Craven |

Nested Named Entity Recognition
Jenny Rose Finkel | Christopher D. Manning |

On the Role of Lexical Features in Sequence Labeling
Yoav Goldberg | Michael Elhadad |

Domain adaptive bootstrapping for named entity recognition
Dan Wu | Wee Sun Lee | Nan Ye | Hai Leong Chieu |

The Necessity of Combining Adaptation Methods
Ming-Wei Chang | Michael Connor | Dan Roth |

Confidence in Structured-Prediction Using Confidence-Weighted Models
Avihai Mejer | Koby Crammer |

Hypotheses Selection Criteria in a Reranking Framework for Spoken Language Understanding
Marco Dinarelli | Sophie Rosset |

Structured Sparsity in Structured Prediction
André Martins | Noah Smith | Mário Figueiredo | Pedro Aguiar |

Active Learning with Amazon Mechanical Turk
Florian Laws | Christian Scheible | Hinrich Schütze |

Cross-Lingual Discriminative Learning of Sequence Models with Posterior Regularization
Kuzman Ganchev | Dipanjan Das |

Revisiting Embedding Features for Simple Semi-supervised Learning
Jiang Guo | Wanxiang Che | Haifeng Wang | Ting Liu |

An Experimental Comparison of Active Learning Strategies for Partially Labeled Sequences
Diego Marcheggiani | Thierry Artières |

Glove: Global Vectors for Word Representation
Jeffrey Pennington | Richard Socher | Christopher Manning |

Named entity recognition with document-specific KB tag gazetteers
Will Radford | Xavier Carreras | James Henderson |

Joint Mention Extraction and Classification with Mention Hypergraphs
Wei Lu | Dan Roth |

FINET: Context-Aware Fine-Grained Named Entity Typing
Luciano Del Corro | Abdalghani Abujabal | Rainer Gemulla | Gerhard Weikum |

Joint Entity Recognition and Disambiguation
Gang Luo | Xiaojiang Huang | Chin-Yew Lin | Zaiqing Nie |

Improving Multilingual Named Entity Recognition with Wikipedia Entity Type Mapping
Jian Ni | Radu Florian |

Phonologically Aware Neural Model for Named Entity Recognition in Low Resource Transfer Settings
Akash Bharadwaj | David Mortensen | Chris Dyer | Jaime Carbonell |

Learning to Capitalize with Character-Level Recurrent Neural Networks: An Empirical Study
Raymond Hendy Susanto | Hai Leong Chieu | Wei Lu |

Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision
Haoruo Peng | Ming-Wei Chang | Wen-tau Yih |

Cheap Translation for Cross-Lingual Named Entity Recognition
Stephen Mayhew | Chen-Tse Tsai | Dan Roth |

Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators
Aldrian Obaja Muis | Wei Lu |

Fast and Accurate Entity Recognition with Iterated Dilated Convolutions
Emma Strubell | Patrick Verga | David Belanger | Andrew McCallum |

A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings
Wei Yang | Wei Lu | Vincent Zheng |

NeuroNER: an easy-to-use program for named-entity recognition based on neural networks
Franck Dernoncourt | Ji Young Lee | Peter Szolovits |

Variational Sequential Labelers for Semi-Supervised Learning
Mingda Chen | Qingming Tang | Karen Livescu | Kevin Gimpel |

Dissecting Contextual Word Embeddings: Architecture and Representation
Matthew Peters | Mark Neumann | Luke Zettlemoyer | Wen-tau Yih |

Semi-Supervised Sequence Modeling with Cross-View Training
Kevin Clark | Minh-Thang Luong | Christopher D. Manning | Quoc Le |

Neural Adaptation Layers for Cross-domain Named Entity Recognition
Bill Yuchen Lin | Wei Lu |

Zero-Shot Open Entity Typing as Type-Compatible Grounding
Ben Zhou | Daniel Khashabi | Chen-Tse Tsai | Dan Roth |

Learning Better Internal Structure of Words for Sequence Labeling
Yingwei Xin | Ethan Hart | Vibhuti Mahajan | Jean-David Ruvini |

Marginal Likelihood Training of BiLSTM-CRF for Biomedical Named Entity Recognition from Disjoint Label Sets
Nathan Greenberg | Trapit Bansal | Patrick Verga | Andrew McCallum |

Evaluating the Utility of Hand-crafted Features in Sequence Labelling
Minghao Wu | Fei Liu | Trevor Cohn |

On the Strength of Character Language Models for Multilingual Named Entity Recognition
Xiaodong Yu | Stephen Mayhew | Mark Sammons | Dan Roth |

APLenty: annotation tool for creating high-quality datasets using active and proactive learning
Minh-Quoc Nghiem | Sophia Ananiadou |

Bootstrapping Named Entity Recognition with Automatically Generated Gazetteer Lists
Zornitsa Kozareva |

Analysing Wikipedia and Gold-Standard Corpora for NER Training
Joel Nothman | Tara Murphy | James R. Curran |

Passive-Aggressive Sequence Labeling with Discriminative Post-Editing for Recognising Person Entities in Tweets
Leon Derczynski | Kalina Bontcheva |

When is multitask learning effective? Semantic sequence prediction under varying data conditions
Héctor Martínez Alonso | Barbara Plank |

Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings
Abhishek Abhishek | Ashish Anand | Amit Awekar |

Composition of Conditional Random Fields for Transfer Learning
Charles Sutton | Andrew McCallum |

Flexible Text Segmentation with Structured Multilabel Classification
Ryan McDonald | Koby Crammer | Fernando Pereira |

Regularisation Techniques for Conditional Random Fields: Parameterised Versus Parameter-Free
Andrew Smith | Miles Osborne |

Augmenting Wikipedia with Named Entity Tags
Wisam Dakka | Silviu Cucerzan |

Named Entity Recognition for South and South East Asian Languages: Taking Stock
Anil Kumar Singh |

Named Entity Recognition for South Asian Languages
Amit Goyal |

WiNER: A Wikipedia Annotated Corpus for Named Entity Recognition
Abbas Ghaddar | Phillippe Langlais |

Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields
Fei Liu | Timothy Baldwin | Trevor Cohn |

Named Entity Recognition with Stack Residual LSTM and Trainable Bias Decoding
Quan Tran | Andrew MacKinlay | Antonio Jimeno Yepes |

Segment-Level Neural Conditional Random Fields for Named Entity Recognition
Motoki Sato | Hiroyuki Shindo | Ikuya Yamada | Yuji Matsumoto |

Cross-Lingual Named Entity Recognition via Wikification
Chen-Tse Tsai | Stephen Mayhew | Dan Roth |

Global Attention for Name Tagging
Boliang Zhang | Spencer Whitehead | Lifu Huang | Heng Ji |

Latent Entities Extraction: How to Extract Entities that Do Not Appear in the Text?
Eylon Shoshan | Kira Radinsky |

Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP)
Trevor Cohen | Dominic Widdows |

Semantically Annotated Snapshot of the English Wikipedia
Jordi Atserias | Hugo Zaragoza | Massimiliano Ciaramita | Giuseppe Attardi |

Approximating Learning Curves for Active-Learning-Driven Annotation
Katrin Tomanek | Udo Hahn |

Learning Patterns for Building Resources about Semantic Relations in the Medical Domain
Mehdi Embarek | Olivier Ferret |

Named Entity Recognition for Digitised Historical Texts
Claire Grover | Sharon Givon | Richard Tobin | Julian Ball |

The TextPro Tool Suite
Emanuele Pianta | Christian Girardi | Roberto Zanoli |

Building a Multilingual Lexical Resource for Named Entity Disambiguation, Translation and Transliteration
Wolodja Wentland | Johannes Knopp | Carina Silberer | Matthias Hartung |

Benchmarking the Extraction and Disambiguation of Named Entities on the Semantic Web
Giuseppe Rizzo | Marieke van Erp | Raphaël Troncy |

NoSta-D Named Entity Annotation for German: Guidelines and Dataset
Darina Benikova | Chris Biemann | Marc Reznicek |

T2K^2: a System for Automatically Extracting and Organizing Knowledge from Texts
Felice Dell’Orletta | Giulia Venturi | Andrea Cimino | Simonetta Montemagni |

Coreference Resolution for Latvian
Artūrs Znotiņš | Pēteris Paikens |

Flow Graph Corpus from Recipe Texts
Shinsuke Mori | Hirokuni Maeta | Yoko Yamakata | Tetsuro Sasada |

Complementarity, F-score, and NLP Evaluation
Leon Derczynski |

Word Embedding Evaluation and Combination
Sahar Ghannay | Benoit Favre | Yannick Estève | Nathalie Camelin |

Domain Adaptation for Named Entity Recognition Using CRFs
Tian Tian | Marco Dinarelli | Isabelle Tellier | Pedro Dias Cardoso |

Phrase Level Segmentation and Labelling of Machine Translation Errors
Frédéric Blain | Varvara Logacheva | Lucia Specia |

RankDCG: Rank-Ordering Evaluation Measure
Denys Katerenchuk | Andrew Rosenberg |

The hunvec framework for NN-CRF-based sequential tagging
Katalin Pajkossy | Attila Zséder |

Developing New Linguistic Resources and Tools for the Galician Language
Rodrigo Agerri | Xavier Gómez Guinovart | German Rigau | Miguel Anxo Solla Portela |

Annotating Modality Expressions and Event Factuality for a Japanese Chess Commentary Corpus
Suguru Matsuyoshi | Hirotaka Kameko | Yugo Murawaki | Shinsuke Mori |

Transforming Wikipedia into a Large-Scale Fine-Grained Entity Type Corpus
Abbas Ghaddar | Philippe Langlais |

BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian Dataset
Hanieh Poostchi | Ehsan Zare Borzeshi | Massimo Piccardi |

A Corpus Study and Annotation Schema for Named Entity Recognition and Relation Extraction of Business Products
Saskia Schön | Veselina Mironova | Aleksandra Gabryszak | Leonhard Hennig |

Portuguese Named Entity Recognition using Conditional Random Fields and Local Grammars
Juliana Pirovani | Elias Oliveira |

A Comparison of Tagging Strategies for Statistical Information Extraction
Christian Siefkes |

Distributed Training Strategies for the Structured Perceptron
Ryan McDonald | Keith Hall | Gideon Mann |

Softmax-Margin CRFs: Training Log-Linear Models with Cost Functions
Kevin Gimpel | Noah A. Smith |

Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure
Oscar Täckström | Ryan McDonald | Jakob Uszkoreit |

Labeling the Languages of Words in Mixed-Language Documents using Weakly Supervised Methods
Ben King | Steven Abney |

Entity Linking for Spoken Language
Adrian Benton | Mark Dredze |

The Unreasonable Effectiveness of Word Representations for Twitter Named Entity Recognition
Colin Cherry | Hongyu Guo |

Dynamic Feature Induction: The Last Gist to the State-of-the-Art
Jinho D. Choi |

Collective Entity Disambiguation with Structured Gradient Tree Boosting
Yi Yang | Ozan Irsoy | Kazi Shefaet Rahman |

An Annotated Corpus for Machine Reading of Instructions in Wet Lab Protocols
Chaitanya Kulkarni | Wei Xu | Alan Ritter | Raghu Machiraju |

Keep Your Bearings: Lightly-Supervised Information Extraction with Ladder Networks That Avoids Semantic Drift
Ajay Nagesh | Mihai Surdeanu |

A Deeper Look into Dependency-Based Word Embeddings
Sean MacAvaney | Amir Zeldes |

Dependency Tree Kernels for Relation Extraction
Aron Culotta | Jeffrey Sorensen |

Collective Information Extraction with Relational Markov Networks
Razvan Bunescu | Raymond Mooney |

Scaling Conditional Random Fields Using Error-Correcting Codes
Trevor Cohn | Andrew Smith | Miles Osborne |

Logarithmic Opinion Pools for Conditional Random Fields
Andrew Smith | Trevor Cohn | Miles Osborne |

Syntax-based Semi-Supervised Named Entity Tagging
Behrang Mohit | Rebecca Hwa |

Training Conditional Random Fields with Multivariate Evaluation Measures
Jun Suzuki | Erik McDermott | Hideki Isozaki |

Factorizing Complex Models: A Case Study in Mention Detection
Radu Florian | Hongyan Jing | Nanda Kambhatla | Imed Zitouni |

An Empirical Study of Chinese Chunking
Wenliang Chen | Yujie Zhang | Hitoshi Isahara |

Semi-Supervised Sequential Labeling and Segmentation Using Giga-Word Scale Unlabeled Data
Jun Suzuki | Hideki Isozaki |

Multi-Task Active Learning for Linguistic Annotations
Roi Reichart | Katrin Tomanek | Udo Hahn | Ari Rappoport |

Phrase Clustering for Discriminative Learning
Dekang Lin | Xiaoyun Wu |

Composite Kernels For Relation Extraction
Frank Reichartz | Hannes Korte | Gerhard Paass |

Coreference Resolution across Corpora: Languages, Coding Schemes, and Preprocessing Information
Marta Recasens | Eduard Hovy |

Recognizing Named Entities in Tweets
Xiaohua Liu | Shaodian Zhang | Furu Wei | Ming Zhou |

Piggyback: Using Search Engines for Robust Cross-Domain Named Entity Recognition
Stefan Rüd | Massimiliano Ciaramita | Jens Müller | Hinrich Schütze |

Learning Condensed Feature Representations from Large Unsupervised Data Sets for Supervised Learning
Jun Suzuki | Hideki Isozaki | Masaaki Nagata |

Supervised Model Learning with Feature Grouping based on a Discrete Constraint
Jun Suzuki | Masaaki Nagata |

Smart Selection
Patrick Pantel | Michael Gamon | Ariel Fuxman |

Robust Logistic Regression using Shift Parameters
Julie Tibshirani | Christopher D. Manning |

Cheap and easy entity evaluation
Ben Hachey | Joel Nothman | Will Radford |

Open-Source Tools for Morphology, Lemmatization, POS Tagging and Named Entity Recognition
Jana Straková | Milan Straka | Jan Hajič |

Low-Rank Regularization for Sparse Conjunctive Feature Spaces: An Application to Named Entity Classification
Audi Primadhanty | Xavier Carreras | Ariadna Quattoni |

Embedding Methods for Fine Grained Entity Type Classification
Dani Yogatama | Daniel Gillick | Nevena Lazic |

End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
Xuezhe Ma | Eduard Hovy |

Domain Specific Named Entity Recognition Referring to the Real World by Deep Neural Networks
Suzushi Tomori | Takashi Ninomiya | Shinsuke Mori |

Detecting annotation noise in automatically labelled data
Ines Rehbein | Josef Ruppenhofer |

Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection
Jian Ni | Georgiana Dinu | Radu Florian |

Semi-supervised sequence tagging with bidirectional language models
Matthew Peters | Waleed Ammar | Chandra Bhagavatula | Russell Power |

Differentiable Scheduled Sampling for Credit Assignment
Kartik Goyal | Chris Dyer | Taylor Berg-Kirkpatrick |

Sentence-State LSTM for Text Representation
Yue Zhang | Qi Liu | Linfeng Song |

A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling
Ying Lin | Shengqi Yang | Veselin Stoyanov | Heng Ji |

A Named Entity Recognition Shootout for German
Martin Riedl | Sebastian Padó |

Hybrid semi-Markov CRF for Neural Sequence Labeling
Zhixiu Ye | Zhen-Hua Ling |

Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER
Rudra Murthy | Anoop Kunchukuttan | Pushpak Bhattacharyya |

YEDDA: A Lightweight Collaborative Text Span Annotation Tool
Jie Yang | Yue Zhang | Linwei Li | Xingxuan Li |

Dual Coordinate Descent Algorithms for Efficient Large Margin Structured Prediction
Ming-Wei Chang | Wen-tau Yih |

Cross-lingual Projected Expectation Regularization for Weakly Supervised Learning
Mengqiu Wang | Christopher D. Manning |

Named Entity Recognition with Bidirectional LSTM-CNNs
Jason P.C. Chiu | Eric Nichols |

Tune Your Brown Clustering, Please
Leon Derczynski | Sean Chester | Kenneth Bøgh |

Efficient Named Entity Annotation through Pre-empting
Leon Derczynski | Kalina Bontcheva |

Using Gaze Data to Predict Multiword Expressions
Omid Rohanian | Shiva Taslimipoor | Victoria Yaneva | Le An Ha |

Neural Reranking for Named Entity Recognition
Jie Yang | Yue Zhang | Fei Dong |

SemEval-2013 Task 9 : Extraction of Drug-Drug Interactions from Biomedical Texts (DDIExtraction 2013)
Isabel Segura-Bedmar | Paloma Martínez | María Herrero-Zazo |

SAP-RI: A Constrained and Supervised Approach for Aspect-Based Sentiment Analysis
Naveen Nandan | Daniel Dahlmeier | Akriti Vij | Nishtha Malhotra |

UniPi: Recognition of Mentions of Disorders in Clinical Text
Giuseppe Attardi | Vittoria Cozza | Daniele Sartiano |

Domain Adaption of Named Entity Recognition to Support Credit Risk Assessment
Julio Cesar Salinas Alvarado | Karin Verspoor | Timothy Baldwin |

Language Independent NER using a Maximum Entropy Tagger
James Curran | Stephen Clark |

Memory-based one-step named-entity recognition: Effects of seed list features, classifier stacking, and unannotated data
Iris Hendrickx | Antal van den Bosch |

Named Entity Recognition using Hundreds of Thousands of Features
James Mayfield | Paul McNamee | Christine Piatko |

A Robust Risk Minimization based Named Entity Recognition System
Tong Zhang | David Johnson |

Low-cost Named Entity Classification for Catalan: Exploiting Multilingual Resources and Unlabeled Data
Lluís Màrquez | Adrià de Gispert | Xavier Carreras | Lluís Padró |

Introduction to the Bio-entity Recognition Task at JNLPBA
Nigel Collier | Jin-Dong Kim |

A Linear Programming Formulation for Global Inference in Natural Language Tasks
Dan Roth | Wen-tau Yih |

Introduction to the CoNLL-2004 Shared Task: Semantic Role Labeling
Xavier Carreras | Lluís Màrquez |

Learning Hebrew Roots: Machine Learning with Linguistic Constraints
Ezra Daya | Dan Roth | Shuly Wintner |

Improving Sequence Segmentation Learning by Predicting Trigrams
Antal van den Bosch | Walter Daelemans |

Introduction to the CoNLL-2005 Shared Task: Semantic Role Labeling
Xavier Carreras | Lluís Màrquez |

Empirical Study on the Performance Stability of Named Entity Recognition Model across Domains
Hong Lei Guo | Li Zhang | Zhong Su |

Simple Information Extraction (SIE): A Portable and Effective IE System
Claudio Giuliano | Alberto Lavelli | Lorenza Romano |

Constraint Satisfaction Inference: Non-probabilistic Global Inference for Sequence Labelling
Sander Canisius | Antal van den Bosch | Walter Daelemans |

Tools to Address the Interdependence between Tokenisation and Standoff Annotation
Claire Grover | Michael Matthews | Richard Tobin |

Using Gazetteers in Discriminative Information Extraction
Andrew Smith | Miles Osborne |

Bootstrapping and Evaluating Named Entity Recognition in the Biomedical Domain
Andreas Vlachos | Caroline Gasperin |

Recognising Nested Named Entities in Biomedical Text
Beatrice Alex | Barry Haddow | Claire Grover |

Evaluating and combining and biomedical named entity recognition systems
Andreas Vlachos |

Efficient Annotation with the Jena ANnotation Environment (JANE)
Katrin Tomanek | Joachim Wermter | Udo Hahn |

Accelerating the Annotation of Sparse Named Entities by Dynamic Sentence Selection
Yoshimasa Tsuruoka | Jun’ichi Tsujii | Sophia Ananiadou |

An Intrinsic Stopping Criterion for Committee-Based Active Learning
Fredrik Olsson | Katrin Tomanek |

Design Challenges and Misconceptions in Named Entity Recognition
Lev Ratinov | Dan Roth |

A Simple Semi-supervised Algorithm For Named Entity Recognition
Wenhui Liao | Sriharsha Veeramachaneni |

Creating Speech and Language Data With Amazon’s Mechanical Turk
Chris Callison-Burch | Mark Dredze |

PackPlay: Mining Semantic Data in Collaborative Games
Nathan Green | Paul Breimyer | Vinay Kumar | Nagiza Samatova |

Assessing the Challenge of Fine-Grained Named Entity Recognition and Classification
Asif Ekbal | Eva Sourjikova | Anette Frank | Simone Paolo Ponzetto |

Adaptive Parameters for Entity Recognition with Perceptron HMMs
Massimiliano Ciaramita | Olivier Chapelle |

Joint Entity and Relation Extraction Using Card-Pyramid Parsing
Rohit J. Kate | Raymond Mooney |

Distributed Asynchronous Online Learning for Natural Language Processing
Kevin Gimpel | Dipanjan Das | Noah A. Smith |

A Joint Named Entity Recognition and Entity Linking System
Rosa Stern | Benoît Sagot | Frédéric Béchet |

Nudging the Envelope of Direct Transfer Methods for Multilingual Named Entity Recognition
Oscar Täckström |

A Hybrid Stepwise Approach for De-identifying Person Names in Clinical Documents
Oscar Ferrández | Brett South | Shuying Shen | Stéphane Meystre |

Open-domain Anatomical Entity Mention Detection
Tomoko Ohta | Sampo Pyysalo | Jun’ichi Tsujii | Sophia Ananiadou |

Accurate Unsupervised Joint Named-Entity Extraction from Unaligned Parallel Text
Robert Munro | Christopher D. Manning |

Automatically generated NE tagged corpora for English and Hungarian
Eszter Simon | Dávid Márk Nemeskey |

Named Entity Recognition in Estonian
Alexander Tkachenko | Timo Petmanson | Sven Laur |

Generating More Specific Questions for Acquiring Attributes of Unknown Concepts from Users
Tsugumi Otsuka | Kazunori Komatani | Satoshi Sato | Mikio Nakano |

Bootstrapping a historical commodities lexicon with SKOS and DBpedia
Ewan Klein | Beatrice Alex | Jim Clifford |

Automated Error Detection in Digitized Cultural Heritage Documents
Kata Gábor | Benoît Sagot |

Lexicon Infused Phrase Embeddings for Named Entity Resolution
Alexandre Passos | Vineet Kumar | Andrew McCallum |

User Type Classification of Tweets with Implications for Event Recognition
Lalindra De Silva | Ellen Riloff |

Subsegmental language detection in Celtic language text
Akshay Minocha | Francis Tyers |

Multiobjective Optimization and Unsupervised Lexical Acquisition for Named Entity Recognition and Classification
Govind | Asif Ekbal | Chris Biemann |

Semi-supervised Sequence Labeling for Named Entity Extraction based on Tri-Training: Case Study on Chinese Person Name Extraction
Chien-Lung Chou | Chia-Hui Chang | Shin-Yi Wu |

A Framework for Procedural Text Understanding
Hirokuni Maeta | Tetsuro Sasada | Shinsuke Mori |

Chinese Named Entity Recognition with Graph-based Semi-supervised Learning Model
Aaron Li-Feng Han | Xiaodong Zeng | Derek F. Wong | Lidia S. Chao |

Boosting Named Entity Recognition with Neural Character Embeddings
Cícero dos Santos | Victor Guimarães |

Semi-supervised Learning for Vietnamese Named Entity Recognition using Online Conditional Random Fields
Quang Hong Pham | Minh-Le Nguyen | Binh Thanh Nguyen | Nguyen Viet Cuong |

The University of Alicante at MultiLing 2015: approach, results and further insights
Marta Vicente | Óscar Alcón | Elena Lloret |

Comparative Analysis between Notations to Classify Named Entities using Conditional Random Fields
Daniela Oliveira F. do Amaral | Maiki Buffet | Renata Vieira |

Intrinsic Evaluation of Word Vectors Fails to Predict Extrinsic Performance
Billy Chiu | Anna Korhonen | Sampo Pyysalo |

Evaluating Word Embeddings Using a Representative Suite of Practical Tasks
Neha Nayak | Gabor Angeli | Christopher D. Manning |

German NER with a Multilingual Rule Based Information Extraction System: Analysis and Issues
Anna Druzhkina | Alexey Leontyev | Maria Stepanova |

Spanish NER with Word Representations and Conditional Random Fields
Jenny Linet Copara Zea | Jose Eduardo Ochoa Luna | Camilo Thorne | Goran Glavaš |

Constructing a Japanese Basic Named Entity Corpus of Various Genres
Tomoya Iwakura | Kanako Komiya | Ryuichi Tachibana |

Bidirectional LSTM for Named Entity Recognition in Twitter Messages
Nut Limsopatham | Nigel Collier |

DeepNNNER: Applying BLSTM-CNNs and Extended Lexicons to Named Entity Recognition in Tweets
Fabrice Dugas | Eric Nichols |

Learning Orthographic Features in Bi-directional LSTM for Biomedical Named Entity Recognition
Nut Limsopatham | Nigel Collier |

Posterior regularization for Joint Modeling of Multiple Structured Prediction Tasks with Soft Constraints
Kartik Goyal | Chris Dyer |

Extending AIDA framework by incorporating coreference resolution on detected mentions and pruning based on popularity of an entity
Samaikya Akarapu | C Ravindranath Chowdary |

A Multilingual Entity Linker Using PageRank and Semantic Graphs
Anton Södergren | Pierre Nugues |

Optimizing a PoS Tagset for Norwegian Dependency Parsing
Petter Hohle | Lilja Øvrelid | Erik Velldal |

Language-Independent Named Entity Analysis Using Parallel Projection and Rule-Based Disambiguation
James Mayfield | Paul McNamee | Cash Costello |

Context encoders as a simple but powerful extension of word2vec
Franziska Horn |

Character-based Bidirectional LSTM-CRF with words and characters for Japanese Named Entity Recognition
Shotaro Misawa | Motoki Taniguchi | Yasuhide Miura | Tomoko Ohkuma |

Entity Identification as Multitasking
Karl Stratos |

Results of the WNUT2017 Shared Task on Novel and Emerging Entity Recognition
Leon Derczynski | Eric Nichols | Marieke van Erp | Nut Limsopatham |

Transfer Learning and Sentence Level Features for Named Entity Recognition on Tweets
Pius von Däniken | Mark Cieliebak |

Context-Sensitive Recognition for Emerging and Rare Entities
Jake Williams | Giovanni Santia |

Generative Encoder-Decoder Models for Task-Oriented Spoken Dialog Systems with Chatting Capability
Tiancheng Zhao | Allen Lu | Kyusong Lee | Maxine Eskenazi |

Towards Universal Semantic Tagging
Lasha Abzianidze | Johan Bos |

Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility
Denis Newman-Griffis | Ayah Zirikly |

GHHT at CALCS 2018: Named Entity Recognition for Dialectal Arabic Using Neural Networks
Mohammed Attia | Younes Samih | Wolfgang Maier |

Tackling Code-Switched NER: Participation of CMU
Parvathy Geetha | Khyathi Chandu | Alan W Black |

Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data
Michael A. Hedderich | Dietrich Klakow |

Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition
Zenan Zhai | Dat Quoc Nguyen | Karin Verspoor |

Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding
Samuel Louvan | Bernardo Magnini |

Field Of Study

Task

Tagging Chunking Named Entity Recognition Information Extraction

Language

English Spanish

Dataset

News

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