Báo cáo khoa học: "Active Learning for Statistical Natural Language Parsing" potx
Báo cáo khoa học: "Active Learning for Statistical Natural Language Parsing" potx
... Active Learning for Statistical Natural Language Parsing
Min Tang
Spoken Language Systems Group
MIT Laboratory for Computer Science
Cambridge, Massachusetts ... to
achieve a satisfactory performance using active learning.
Active learning has been studied in the context of many
natural language processing (NLP) applications such as
information extraction(Thompson ... clus...
Báo cáo khoa học: "Fertility Models for Statistical Natural Language Understanding" pdf
... developed for French to
English translation. However, in NLU there is a fun-
damental asymmetry between the natural language
and the unambiguous formal language. Most no-
tably, one formal language ... then generated from a sin-
gle formal language word using a translation model.
The notion of what constitutes a natural clumping
depends on the formal language. For examp...
Báo cáo khoa học: "Transductive learning for statistical machine translation" potx
... sentence-aligned with each other
and all translate into the same target language. One
language pair creates data for another language pair
and can be naturally used in a (Blum and Mitchell,
1998)-style co-training ... Our hypothesis is that adding infor-
mation from source language text can also provide
improvements. Unlike adding target language text,
this hypothesis is a natural...
Báo cáo khoa học: "Spectral Learning for Non-Deterministic Dependency Parsing" ppt
... paper we study spectral learning
methods for non-deterministic split head-
automata grammars, a powerful hidden-
state formalism for dependency parsing.
We present a learning algorithm that, ... spectral algorithm for learning hidden markov
models. In COLT 2009 - The 22nd Conference on
Learning Theory.
Gabriel Infante-Lopez and Maarten de Rijke. 2004.
Alternative approaches for...
Báo cáo khoa học: "Automated planning for situated natural language generation" pptx
... Association for Computational Linguistics, pages 1573–1582,
Uppsala, Sweden, 11-16 July 2010.
c
2010 Association for Computational Linguistics
Automated planning for situated natural language generation
Konstantina ... en-
try for “pushes” furthermore uses subj and obj for
the subject and object argument, respectively. We
combine here for simplicity the entries for “the”
an...
Báo cáo khoa học: "An Interface for Rapid Natural Language Processing Development in UIMA" potx
... 139–144,
Portland, Oregon, USA, 21 June 2011.
c
2011 Association for Computational Linguistics
An Interface for Rapid Natural Language
Processing Development in UIMA
Balaji R. Soundrarajan, ... anno-
tations within natural language processing (NLP)
projects built using the open source Apache Un-
structured Information Management Architecture
(UIMA)
1
.
Many NLP tasks are...
Báo cáo khoa học: "A Framework for Unsupervised Natural Language Morphology Induction" docx
... A Framework for Unsupervised Natural Language Morphology Induction
Christian Monson
Language Technologies Institute
Carnegie Mellon University
5000 Forbes Ave.
Pittsburgh, PA, ... discover the morpho-
logical structure of a natural language through the
analysis of corpora.
This paper presents a framework for automatic
natural language morphology induction inspired by ....
Báo cáo khoa học: "Graph-structured Stack and Natural Language Parsing" ppt
... context-free grammars called
LR grammars,
which
are often sufficient for programming languages but
cleady not for natural languages. If, for example, a
grammar is ambiguous, then its LR table would ... and Natural Language Parsing
Masaru Tomlta
Center for Machine Translation
and
Computer Science Department
Camegie-MeUon University
Pittsburgh, PA 15213
Abstract
A gen...
Tài liệu Báo cáo khoa học: "Corpus Expansion for Statistical Machine Translation with Semantic Role Label Substitution Rules" doc
... the Association for Computational Linguistics:shortpapers, pages 294–298,
Portland, Oregon, June 19-24, 2011.
c
2011 Association for Computational Linguistics
Corpus Expansion for Statistical Machine ... SSRs.
Notice that for each new sentence generated, we al-
low for application of only one substitution.
Although the idea is straightforward, we face two
problems in practice. Fi...
Tài liệu Báo cáo khoa học: "Guided Learning for Bidirectional Sequence Classification" ppt
... our learning algorithm is the strategy
used to select samples for training.
In general, this novel learning framework lies be-
tween supervised learning and reinforcement learn-
ing. Guided learning ... classification are dynamically incorporated in the
learning phase.
Guided learning is not as hard as reinforcement
learning. At each local step in learning, we always
know the u...