[Association for Computational Linguistics the 37th annual meeting of the Association for Computational Linguistics - College Park, Maryland (1999.06.20-1999.06.26)] Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics - - Supervised grammar induction using training data with limited constituent information

[Association for Computational Linguisti

✍ Hwa, Rebecca 📂 Article 📅 1999 🏛 Association for Computational Linguistics ⚖ 662 KB

Corpus-based grammar induction generally relies on hand-parsed training data to learn the structure of the language. Unfortunately, the cost of building large annotated corpora is prohibitively expensive. This work aims to improve the induction strategy when there are few labels in the training data

[Association for Computational Linguisti

[Association for Computational Linguistics the 37th annual meeting of the Association for Computational Linguistics - College Park, Maryland (1999.06.20-1999.06.26)] Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics - - Statistical models for topic segmentation

✍ Reynar, Jeffrey C. 📂 Article 📅 1999 🏛 Association for Computational Linguistics ⚖ 709 KB

[Association for Computational Linguisti

[Association for Computational Linguistics the 37th annual meeting of the Association for Computational Linguistics - College Park, Maryland (1999.06.20-1999.06.26)] Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics - - Measures of distributional similarity

✍ Lee, Lillian 📂 Article 📅 1999 🏛 Association for Computational Linguistics ⚖ 689 KB

[Association for Computational Linguisti

[Association for Computational Linguistics the 37th annual meeting of the Association for Computational Linguistics - College Park, Maryland (1999.06.20-1999.06.26)] Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics - - Mining the Web for bilingual text

✍ Resnik, Philip 📂 Article 📅 1999 🏛 Association for Computational Linguistics ⚖ 737 KB

[Association for Computational Linguisti

[Association for Computational Linguistics the 33rd annual meeting - Cambridge, Massachusetts (1995.06.26-1995.06.30)] Proceedings of the 33rd annual meeting on Association for Computational Linguistics - - Bayesian grammar induction for language modeling

✍ Chen, Stanley F. 📂 Article 📅 1995 🏛 Association for Computational Linguistics ⚖ 639 KB

[Association for Computational Linguisti

[Association for Computational Linguistics the 33rd annual meeting - Cambridge, Massachusetts (1995.06.26-1995.06.30)] Proceedings of the 33rd annual meeting on Association for Computational Linguistics - - Bayesian grammar induction for language modeling

✍ Chen, Stanley F. 📂 Article 📅 1995 🏛 Association for Computational Linguistics ⚖ 639 KB

We describe a corpus-based induction algorithm for probabilistic context-free grammars. The algorithm employs a greedy heuristic search within a Bayesian framework, and a post-pass using the Inside-Outside algorithm. We compare the performance of our algorithm to n-gram models and the Inside-Outside