Natural Language Processing
Parsing
- Daniel Bikel 2004. Intricacies of Collins' Parsing Model.
- Carroll, Minnen 1998. Can Subcategorisation Probabilities Help a Statistical Parser?.
- Michael Collins 1999. Head-Driven Statistical Models for Natural Language Processing.
- Jacobs, Rau 1993. Innovations in Text Interpolation.
- Mark Johnson 1998. PCFG Models of Linguistic Tree Representations.
- Klein & Manning 2003a. Fast Exact Inference with a Factored Model for Natural Language Parsing.
- Klein & Manning 2003b. Factored A* Search for Models over Sequences and Trees.
- Klein & Manning 2003c. Accurate Unlexicalized Parsing.
- Matsuzaki, Miyao, Tsujii 2005. Probabilistic CFG with Latent Annotations (PCFG-LA).
- Miller, Fox, Ramshaw, Weishcedel 2000. A Novel Use of Statistical Parsing to Extract Information from Text.
- Nilsson, Nivre, Hall 2006. Graph Transformations in Data-Driven Dependency Parsing.
- Petrov, Barrett, Thibaux, Klein 2006. Learning Accurate, Compact, and Interpretable Tree Annotation.
- Wang, Sagae, & Mitamura 2006. A Fast, Accurate Deterministic Parser for Chinese.
- Zeman 2002. Can Subcategorization Help a Statistical Dependency Parser?.
Chunking
- Bikel, Schwartz, Weischedel 1999. An Algorithm that Learns What's in a Name.
- Borthwick, Sterling, Agichtein, Grishman 1998. NYU: Description of the MENE Named Entity System as Used in MUC-7.
- Sang & Veenstra 1999. Representing Text Chunks.
- Shen & Sakar 2005. Voting between Multiple Data Representations for Text Chunking.
Machine Translation
- Anne Abeille, Yves Schabes, Aravind K. Joshi 1990. Using Lexicalized Tags for Machine Translation.
- Palmer, Han, Xia, Egedi, & Rosenzweig 1998. Constraining Lexical Selection Across Languages Using Tree Adjoining Grammars.
- Harold Somers 2001. Machine Translation (Chapter 13).
- David Yarowsky 1994. A Comparison Of Corpus-Based Techniques For Restoring Accents In Spanish And French Text.
Classification
- Collins, Singer 1999. Unsupervised Models for Named Entity Classification.
- McCallum & Nigam 1998. A Comparison of Event Models for Naive Bayes Text Classification.
- Nigam, Lafferty, McCallum 1999. Using Maximum Entropy for Text Classification.
Multimodal interface
- Wahlster, Andre, Finkler, Protfitlich, Rist (1993). Plan-based integration of natural language and graphics generation