Shallow Parsing with Conditional Random Fields

DMCA

Shallow Parsing with Conditional Random Fields (2003)

Cached

Download Links

Other Repositories/Bibliography

by Fei Sha , Fernando Pereira

Citations:

579 - 8 self

Citations

3482	Conditional random fields: Probabilistic models for segmenting and labeling sequence data - Lafferty, McCallum, et al. - 2001
3308	Numerical Optimization - Nocedal, Wright - 1999
1365	A maximum entropy approach to natural language processing - Berger, Pietra, et al. - 1996
924	Transformation-based error-driven learning and natural language processing: A case study in part-of-speech tagging - Brill - 1995
670	Inducing features of random fields - Pietra, Pietra, et al. - 1997
580	A maximum entropy model for part-of-speech tagging,” - Ratnaparkhi - 1996
523	Text chunking using transformation-based learning. - Ramshaw, Marcus - 1995
511	Generalized iterative scaling for log-linear models. - Darroch, Ratcliff - 1972
481	An Introduction to Conjugate Gradient Methods without the Agonizing Pain http://www.cs.cmu.edu/∼quake-papers/painlessconjugate-gradient.pdf - Shewchuk - 1994
415	Discriminative probabilistic models for relational data - Taskar, Abbeel, et al. - 2002
410	Parsing by chunks - Abney - 1990
371	An algorithm that learns what’s in a name - Bikel, Schwartz, et al. - 1999
290	A comparison of algorithms for maximum entropy parameter estimation. - Malouf - 2002
277	New ranking algorithms for parsing and tagging: Kernels over discrete structures, and the voted perceptron - Collins - 2002
253	A gaussian prior for smoothing maximum entropy models (Tech. - Chen, Rosenfeld - 1999
242	Robust part-of-speech tagging using a hidden Markov model - Kupiec - 1992
180	Introduction to the conll-2000 shared task: chunking. - Sang, F, et al. - 2000
173	Markov Fields on Finite Graphs and Lattices. Unpublished Manuscript. - Hammersley, Clifford - 1968
171	A linear observed time statistical parser based on maximum entropy models - Ratnaparkhi - 1997
142	Parsing the Wall Street Journal using a Lexical-Functional Grammar and discriminative estimation techniques. - Riezler, King, et al. - 2002
130	Information extraction with HMM structures learned by stochastic optimization - Freitag, McCallum
111	The use of classifiers in sequential inference. - Punyakanok, Roth - 2001
73	Boosting Applied to Tagging and PPattachment. - Abney, Schapire, et al. - 1999
69	Efficient training of conditional random fields - Wallach - 2002
59	Algorithms for maximum-likelihood logistic regression - Minka - 2001
59	More accurate tests for the statistical significance of result differences. - Yeh - 2000
24	Dynamic programming for parsing and estimation of stochastic unification-based grammars. - Geman, Johnson - 2002
23	Memory-based shallow parsing - Sang - 2003
5	Some statistical issues in the compairson of speech recognition algorithms - Gillick, Cox - 1989