| 1999 | A Learning Approach to Shallow Parsing. Marcia Muñoz, Vasin Punyakanok, Dan Roth, Dav Zimak |
| 1999 | An Information-Theoretic Empirical Analysis of Dependency-Based Feature Types for Word Prediction Models. Dekai Wu, Jun Zhao, Zhifang Sui |
| 1999 | An Iterative Approach to Estimating Frequencies over a Semantic Hierarchy. Stephen Clark, David J. Weir |
| 1999 | Applying Extrasentential Context To Maximum Entropy Based Tagging With A Large Semantic And Syntactic Tagset. Ezra Black, Andrew M. Finch, Ruigiang Zhang |
| 1999 | Automatic Construction of Weighted String Similarity Measures. Jörg Tiedemann |
| 1999 | Automatically Merging Lexicons that have Incompatible Part-of-Speech Categories. Daniel Ka-Leung Chan, Dekai Wu |
| 1999 | Boosting Applied to Tagging and PP Attachment. Steven Abney, Robert E. Schapire, Yoram Singer |
| 1999 | Cascaded Grammatical Relation Assignment. Sabine Buchholz, Jorn Veenstra, Walter Daelemans |
| 1999 | Corpus-Based Approach for Nominal Compound Analysis for Korean Based on Linguistic and Statistical Information. Juntae Yoon, Key-Sun Choi, Mansuk Song |
| 1999 | Corpus-Based Learning for Noun Phrase Coreference Resolution. Wee Meng Soon, Hwee Tou Ng, Chung Yong Lim |
| 1999 | Cross-Language Information Retrieval for Technical Documents. Atsushi Fujii, Tetsuya Ishikawa |
| 1999 | Detecting Text Similarity over Short Passages: Exploring Linguistic Feature Combinations via Machine Learning. Vasileios Hatzivassiloglou, Judith L. Klavans, Eleazar Eskin |
| 1999 | Determining the specificity of nouns from text. Sharon A. Caraballo, Eugene Charniak |
| 1999 | Exploiting Diversity in Natural Language Processing: Combining Parsers. John C. Henderson, Eric Brill |
| 1999 | Guiding a Well-Founded Parser with Corpus Statistics. Amon Seagull, Lenhart K. Schubert |
| 1999 | HMM Specialization with Selective Lexicalization. Jin-Dong Kim, Sang-Zoo Lee, Hae-Chang Rim |
| 1999 | Hybrid Disambiguation of Prepositional Phrase Attachment and Interpretation. Sven Hartrumpf |
| 1999 | Improved Alignment Models for Statistical Machine Translation. Franz Josef Och, Christoph Tillmann, Hermann Ney |
| 1999 | Improving Brill's Pos Tagger for an Agglutinative Language. Beáta Megyesi |
| 1999 | Improving POS Tagging Using Machine-Learning Techniques. Lluís Màrquez, Horacio Rodríguez, Josep Carmona, Josep Montolio |
| 1999 | Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, EMNLP 1999, College Park, MD, USA, June 21-22, 1999 Pascale Fung, Joe Zhou |
| 1999 | Language Independent Named Entity Recognition Combining Morphological and Contextual Evidence. Silviu Cucerzan, David Yarowsky |
| 1999 | Learning Discourse Relations with Active Data Selection. Tadashi Nomoto, Yuji Matsumoto |
| 1999 | Lexical ambiguity and Information Retrieval revisited. Julio Gonzalo, Anselmo Peñas, Felisa Verdejo |
| 1999 | Mapping Multilingual Hierarchies Using Relaxation Labeling. Jordi Daudé, Lluís Padró, German Rigau |
| 1999 | Noun Phrase Coreference as Clustering. Claire Cardie, Kiri Wagstaff |
| 1999 | POS Tags and Decision Trees for Language Modeling. Peter A. Heeman |
| 1999 | PP-Attachment: A Committee Machine Approach. Martha Analía Alegre, Josep M. Sopena, Agustí Lloberas |
| 1999 | Retrieving Collocations From Korean Text. Seonho Kim, Zooil Yang, Mansuk Song, Jung-Ho Ahn |
| 1999 | Taking the load off the conference chairs-towards a digital paper-routing assistant. David Yarowsky, Radu Florian |
| 1999 | Text-Translation Alignment: Three Languages Are Better Than Two. Michel Simard |
| 1999 | Unsupervised Models for Named Entity Classification. Michael Collins, Yoram Singer |
| 1999 | Using Subcategorization to Resolve Verb Class Ambiguity. Mirella Lapata, Chris Brew |
| 1999 | What's Happened Since the First SIGDAT Meeting? Kenneth Ward Church |
| 1999 | Why Doesn't Natural Language Come Naturally? Richard M. Schwartz |
| 1999 | Word Informativeness and Automatic Pitch Accent Modeling. Shimei Pan, Kathleen R. McKeown |