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COLING
2002
13 years 4 months ago
Simple Features for Chinese Word Sense Disambiguation
In this paper we report on our experiments on automatic Word Sense Disambiguation using a maximum entropy approach for both English and Chinese verbs. We compare the difficulty of...
Hoa Trang Dang, Ching-yi Chia, Martha Stone Palmer...
COLING
2002
13 years 4 months ago
Named Entity Recognition: A Maximum Entropy Approach Using Global Information
This paper presents a maximum entropy-based named entity recognizer (NER). It differs from previous machine learning-based NERs in that it uses information from the whole document...
Hai Leong Chieu, Hwee Tou Ng
COLING
2002
13 years 4 months ago
Looking for Candidate Translational Equivalents in Specialized, Comparable Corpora
Previous attempts at identifying translational equivalents in comparable corpora have dealt with very large `general language' corpora and words. We address this task in a sp...
Yun-Chuang Chiao, Pierre Zweigenbaum
COLING
2002
13 years 4 months ago
Recovering Latent Information in Treebanks
Many recent statistical parsers rely on a preprocessing step which uses hand-written, corpus-specific rules to augment the training data with extra information. For example, head-...
David Chiang, Daniel M. Bikel
COLING
2002
13 years 4 months ago
Unknown Word Extraction for Chinese Documents
There is no blank to mark word boundaries in Chinese text. As a result, identifying words is difficult, because of segmentation ambiguities and occurrences of unknown words. Conve...
Keh-Jiann Chen, Wei-Yun Ma
COLING
2002
13 years 4 months ago
NLP and IR Approaches to Monolingual and Multilingual Link Detection
This paper considers several important issues for monolingual and multilingual link detection. The experimental results show that nouns, verbs, adjectives and compound nouns are u...
Ying-Ju Chen, Hsin-Hsi Chen
COLING
2002
13 years 4 months ago
Towards Automatic Generation of Natural Language Generation Systems
Systems that interact with the user via natural language are in their infancy. As these systems mature and become more complex, it would be desirable for a system developer if the...
John Chen, Srinivas Bangalore, Owen Rambow, Marily...
COLING
2002
13 years 4 months ago
Putting Frames in Perspective
This paper attempts to bridge the gap between FrameNet frames and inference. We describe a computational formalism that captures structural relationships among participants in a d...
Nancy Chang, Srini Narayanan, Miriam R. L. Petruck
COLING
2002
13 years 4 months ago
Semantics-based Representation for Multimodal Interpretation in Conversational Systems
To support context-based multimodal interpretation in conversational systems, we have developed a semantics-based representation to capture salient information from user inputs an...
Joyce Y. Chai
COLING
2002
13 years 4 months ago
Base Noun Phrase Translation Using Web Data and the EM Algorithm
We consider here the problem of Base Noun Phrase translation. We propose a new method to perform the task. For a given Base NP, we first search its translation candidates from the...
Yunbo Cao, Hang Li