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NAACL
2003
13 years 11 months ago
Automatic Evaluation of Summaries Using N-gram Co-occurrence Statistics
Following the recent adoption by the machine translation community of automatic evaluation using the BLEU/NIST scoring process, we conduct an in-depth study of a similar idea for ...
Chin-Yew Lin, Eduard H. Hovy
NAACL
2003
13 years 11 months ago
Adaptation Using Out-of-Domain Corpus within EBMT
In order to boost the translation quality of EBMT based on a small-sized bilingual corpus, we use an out-of-domain bilingual corpus and, in addition, the language model of an indo...
Takao Doi, Eiichiro Sumita, Hirofumi Yamamoto
NAACL
2003
13 years 11 months ago
Syntax-based Alignment of Multiple Translations: Extracting Paraphrases and Generating New Sentences
We describe a syntax-based algorithm that automatically builds Finite State Automata (word lattices) from semantically equivalent translation sets. These FSAs are good representat...
Bo Pang, Kevin Knight, Daniel Marcu
NAACL
2003
13 years 11 months ago
Unsupervised Learning of Morphology for English and Inuktitut
We describe a simple unsupervised technique for learning morphology by identifying hubs in an automaton. For our purposes, a hub is a node in a graph with in-degree greater than o...
Howard Johnson, Joel D. Martin
NAACL
2003
13 years 11 months ago
Towards Emotion Prediction in Spoken Tutoring Dialogues
Human tutors detect and respond to student emotional states, but current machine tutors do not. Our preliminary machine learning experiments involving transcription, emotion annot...
Diane J. Litman, Katherine Forbes, Scott Silliman