[Corpora-List] automatic definition construction/retrieval
versley at sfs.uni-tuebingen.de
Fri Sep 2 16:13:01 CEST 2005
> I wonder if anybody could provide me with some advice related to tools
> or references related to the:
> 1) automatic construction of dictionary-like definitions of terms
> extracted automatically from free text articles, or alternatively
> 2) the retrieval of sentences which are likely to describe definitions
> of terms within documents would also be appreciated.
I think this has much in common with the problem of answering definition
questions in question answering. I would think that
Hildebrandt/Katz/Lin (2003): Answering Definition Questions
Using Multiple Knowledge Sources
could be a good starting point.
If you want to get something as in your example:
> [HpaB] : HpaB is a protein which promotes the secretion of a large set
> of effector proteins and prevents the delivery of non-effectors into the
> plant cell.
a good start could be to use a list of upper-level terms like "protein",
"amino acid" etc. as well as action verbs and then scan the text for patterns
HpaB, [NP], [NP] and other [Hypernym-NP]s
as well as
HpaB [VP [action verb] ...]
For reference, see e.g.
Hearst, M.(1992): Automatic Acquisition of Hyponyms from Large Text Corpora
R. Girju, A. Badulescu, and D. Moldovan (2000):
Learning Semantic Constraints for the Automatic Discovery of Part-Whole
Automatic Detection of Causal Relations for Question Answering
(see Automatic Detection of Causal Relations for Question Answering)
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