| 2003 | Meta-Learning Orthographic and Contextual Models for Language Independent Named Entity Recognition. | Robert Munro, Daren Ler, Jon D. Patrick |
| 2003 | A model of syntactic disambiguation based on lexicalized grammars. | Yusuke Miyao, Jun'ichi Tsujii |
| 2003 | Memory-Based Named Entity Recognition using Unannotated Data. | Fien De Meulder, Walter Daelemans |
| 2003 | Early results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced Lexicons. | Andrew McCallum, Wei Li |
| 2003 | Named Entity Recognition using Hundreds of Thousands of Features. | James Mayfield, Paul McNamee, Christine D. Piatko |
| 2003 | An efficient clustering algorithm for class-based language models. | Takuya Matsuzaki, Yusuke Miyao, Jun'ichi Tsujii |
| 2003 | Unsupervised Personal Name Disambiguation. | Gideon S. Mann, David Yarowsky |
| 2003 | Phrasenet: towards context sensitive lexical semantics. | Xin Li, Dan Roth, Yuancheng Tu |
| 2003 | Named Entity Recognition with Character-Level Models. | Dan Klein, Joseph Smarr, Huy Nguyen, Christopher D. Manning |
| 2003 | Identifying Events using Similarity and Context. | Dominic R. Jones, Cynthia A. Thompson |
| 2003 | Memory-based one-step named-entity recognition: Effects of seed list features, classifier stacking, and unannotated data. | Iris Hendrickx, Antal van den Bosch |
| 2003 | Named Entity Recognition with Long Short-Term Memory. | James Alistair Hammerton |
| 2003 | Confidence estimation for translation prediction. | Simona Gandrabur, George F. Foster |
| 2003 | Named Entity Recognition through Classifier Combination. | Radu Florian, Abraham Ittycheriah, Hongyan Jing, Tong Zhang |
| 2003 | Language Independent NER using a Maximum Entropy Tagger. | James R. Curran, Stephen Clark |
| 2003 | Bootstrapping POS-taggers using unlabelled data. | Stephen Clark, James R. Curran, Miles Osborne |
| 2003 | Named Entity Recognition with a Maximum Entropy Approach. | Hai Leong Chieu, Hwee Tou Ng |
| 2003 | Using LSA and Noun Coordination Information to Improve the Recall and Precision of Automatic Hyponymy Extraction. | Scott Cederberg, Dominic Widdows |
| 2003 | Learning a Perceptron-Based Named Entity Chunker via Online Recognition Feedback. | Xavier Carreras, Llus Mrquez, Llus Padr |
| 2003 | A Simple Named Entity Extractor using AdaBoost. | Xavier Carreras, Llus Mrquez, Llus Padr |
| 2003 | Maximum Entropy Models for Named Entity Recognition. | Oliver Bender, Franz Josef Och, Hermann Ney |
| 2003 | Active learning for HPSG parse selection. | Jason Baldridge, Miles Osborne |
| 2003 | A Robust Risk Minimization based Named Entity Recognition System. | Tong Zhang, David Johnson |
| 2003 | Updating an NLP system to fit new domains: an empirical study on the sentence segmentation problem. | Tong Zhang, Fred Damerau, David Johnson |
| 2002 | Boosting for Named Entity Recognition. | Dekai Wu, Grace Ngai, Marine Carpuat, Jeppe Larsen, Yongsheng Yang |