robust machine translation evaluation with entailment features
Tài liệu Báo cáo khoa học: "Robust Machine Translation Evaluation with Entailment Features∗" pptx
Ngày tải lên :
20/02/2014, 07:20
... pages 297–305,
Suntec, Singapore, 2-7 August 2009.
c
2009 ACL and AFNLP
Robust Machine Translation Evaluation with Entailment Features
∗
Sebastian Pad
´
o
Stuttgart University
pado@ims.uni-stuttgart.de
Michel ... Evaluating machine translation with
LFG dependencies. Machine Translation, 21(2):95–
119.
Sebastian Pad
´
o, Michel Galley, Dan Jurafsky, and
Christopher D. Manning. 2009. Textual entailment
features ... 85 features of the four base-
line models. It uses no entailment features.
RTER uses the 70 entailment features described
in Section 3.1, but no MTR features.
MT+RTER uses all MTR and RTER features,
combining...
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Tài liệu Báo cáo khoa học: "The Contribution of Linguistic Features to Automatic Machine Translation Evaluation" docx
Ngày tải lên :
20/02/2014, 07:20
... NIST MT evaluation exercise. In
Proceedings of the NIST 2005 Machine Translation
Evaluation Workshop.
Christopher Culy and Susanne Z. Riehemann. 2003.
The Limits of N-gram Translation Evaluation ... Linguistics
(ACL).
Ding Liu and Daniel Gildea. 2005. Syntactic Features
for Evaluation of Machine Translation. In Proceed-
ings of ACL Workshop on Intrinsic and Extrinsic
Evaluation Measures for MT and/or Summarization,
pages ... Genabith, and Andy
Way. 2007. Labelled Dependencies in Machine
Translation Evaluation. In Proceedings of the ACL
Workshop on Statistical Machine Translation, pages
104–111.
Kishore Papineni, Salim...
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Báo cáo khoa học: "Combining Coherence Models and Machine Translation Evaluation Metrics for Summarization Evaluation" doc
Ngày tải lên :
07/03/2014, 18:20
... topics from the n given
topics with replacement.
2. Summarize the topics with the list of machine
summarizers.
3. Evaluate the list of summaries from Step 2 with
the two evaluation metrics under comparison.
4. ... Hwee Tou Ng.
2010. TESLA: Translation evaluation of sentences
with linear-programming-based analysis. In Proceed-
ings of the Joint Fifth Workshop on Statistical Machine
Translation and MetricsMATR, ... Association for Computational Linguistics
Combining Coherence Models and Machine Translation Evaluation Metrics
for Summarization Evaluation
Ziheng Lin
†
, Chang Liu
‡
, Hwee Tou Ng
‡
and Min-Yen Kan
‡
†
SAP...
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Báo cáo khoa học: "An Interactive Machine Translation System with Online Learning" pdf
Ngày tải lên :
07/03/2014, 22:20
... allowing users to
post-edit machine translation output. However, nei-
ther of these systems are able to take advantage of
the user validated translations.
3 Interactive Machine Translation
IMT can be ... Multi-
lingual Analysis for Retrieval and Translation.
G. Foster, P. Isabelle, and P. Plamondon. 1997. Target-
text mediated interactive machine translation. Ma-
chine Translation, 12(1):175–194.
G. Foster, ... Special issue on
new tools for human translators. Machine Translation,
12(1–2).
P. Koehn. 2005. Europarl: A parallel corpus for statisti-
cal machine translation. In Proc. of the MT Summit X,
pages...
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Báo cáo khoa học: "M AX S IM: A Maximum Similarity Metric for Machine Translation Evaluation" doc
Ngày tải lên :
08/03/2014, 01:20
... (meta-) evaluation of machine
translation. In Proceedingsof the Second Workshop on
Statistical Machine Translation, ACL07, pages 136–
158.
J. Gimenez and L. Marquez. 2007. Linguistic features
for ... METEOR: An auto-
matic metric for MT evaluationwith high levels of cor-
relation with human judgments. In Proceedings of the
Second Workshop on Statistical Machine Translation,
ACL07, pages 228–231.
R. ... standard
metric for automatic evaluation of MT performance.
To score a system translation, BLEU tabulates the
number of n-gram matches of the system translation
against one or more reference translations. Gener-
ally,...
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Báo cáo khoa học: "Stochastic Iterative Alignment for Machine Translation Evaluation" doc
Ngày tải lên :
08/03/2014, 02:21
... expected, improves the adequacy evaluation
without hurting the fluency evaluation. PROB
improves both adequacy and fluency evaluation
performance. The result that SIA works with
PORTER-STEM and WordNet ... An
automatic metric for mt evaluation with improved
correlation with human judegments. In Proceed-
ings of the ACL-04 workshop on Intrinsic and Ex-
trinsic Evaluation Measures for Machine Transla-
tion ... The
mathematics of statistical machine translation: Pa-
rameter estimation. Computational Linguistics,
19(2):263–311.
G. Doddington. 2002. Automatic evaluation
of machine translation quality using...
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Tài liệu Báo cáo khoa học: "Predicting the fluency of text with shallow structural features: case studies of machine translation and human-written text" doc
Ngày tải lên :
22/02/2014, 02:20
... made with high accuracy. Ma-
chine translations can be distinguished from hu-
man translations with accuracy of 87%; machine
translations with low fluency can be distinguished
from machine translations ... Distinguish human and machine translations.
ã Distinguish uent machine translations from
poor machine translations.
ã Distinguish the better (in terms of uency)
translation among two translations of ... syn-
tactic phrasing features: distinguishing human
from machine translations, distinguishing good
machine translations from bad machine transla-
tions, and pairwise ranking of sentences with dif-
ferent...
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Tài liệu Báo cáo khoa học: "Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information" doc
Ngày tải lên :
19/02/2014, 19:20
... statistical machine
translation. Machine Translation, pages 187-207.
Nicola Ueffing, Gholamreza Haffari and Anoop Sarkar.
2008. Semi-supervised Model Adaptation for Statisti-
cal Machine Translation. Machine ... the out-of-domain translation mod-
el for domain-specific translation task. In detail, we
build an adapted translation model in the following
steps:
ã Build a topic-specific translation model to
quantify ... 8-14 July 2012.
c
2012 Association for Computational Linguistics
Translation Model Adaptation for Statistical Machine Translation with
Monolingual Topic Information
∗
Jinsong Su
1,2
, Hua Wu
3
,...
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Tài liệu Báo cáo khoa học: "Improving Statistical Machine Translation with Monolingual Collocation" pdf
Ngày tải lên :
20/02/2014, 04:20
... probability
of the translation "in order to avoid" is higher
than that of the translation "can we avoid". Thus,
our method selects the former as the translation.
Although ... Papineni, Salim Roukos, Todd Ward, and
Weijing Zhu. 2002. BLEU: A Method for Auto-
matic Evaluation of Machine Translation. In Pro-
ceedings of 40th annual meeting of the Association
for Computational ... 11-16 July 2010.
c
2010 Association for Computational Linguistics
Improving Statistical Machine Translation with
Monolingual Collocation
Zhanyi Liu
1
, Haifeng Wang
2
, Hua Wu
2
, Sheng Li
1
...
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Tài liệu Báo cáo khoa học: "Corpus Expansion for Statistical Machine Translation with Semantic Role Label Substitution Rules" doc
Ngày tải lên :
20/02/2014, 04:20
... training phrase-based
translation models, which can be used directly
in translation tasks or combined with base-
line models. Experimental results on Chinese-
English machine translation tasks show ... inter-
polating the phrase table with the baseline phrase ta-
ble, we observed improvement on Chinese-English
machine translation tasks and the performance is
comparable to system trained with larger manually
collected ... 2011.
c
2011 Association for Computational Linguistics
Corpus Expansion for Statistical Machine Translation with
Semantic Role Label Substitution Rules
Qin Gao and Stephan Vogel
Language Technologies...
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Tài liệu Báo cáo khoa học: "Automatic Evaluation of Machine Translation Quality Using Longest Common Subsequence and Skip-Bigram Statistics" doc
Ngày tải lên :
20/02/2014, 16:20
... reference translations and showed
that the weighted average metric correlating highly
with human assessments.
B
LEU measures how well a machine translation
overlaps with multiple human translations ... evaluate machine translations
the machine translation community recently
adopted an n-gram co-occurrence scoring proce-
dure B
LEU (Papineni et al. 2001). In two recent
large-scale machine translation ... Recall of Machine Translation. In
Proceedings of NAACL/HLT 2003, Edmonton,
Canada.
Nieòen S., F.J. Och, G, Leusch, H. Ney. 2000. An
Evaluation Tool for Machine Translation: Fast
Evaluation...
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Báo cáo khoa học: "Enhancing Language Models in Statistical Machine Translation with Backward N-grams and Mutual Information Triggers" ppt
Ngày tải lên :
07/03/2014, 22:20
... for
machine translation evaluation. In Proceedings of
EMNLP 2004, pages 388–395, Barcelona, Spain, July.
Arne Mauser, Sa
ˇ
sa Hasan, and Hermann Ney. 2009. Ex-
tending statistical machine translation ... statistical machine translation. In Proceed-
ings of AMTA.
Sylvain Raybaud, Caroline Lavecchia, David Langlois,
and Kamel Sma
ă
li. 2009. New condence measures
for statistical machine translation. ... statistical
machine translation: Parameter estimation. Computa-
tional Linguistics, 19(2):263–311.
Eugene Charniak, Kevin Knight, and Kenji Yamada.
2003. Syntax-based language models for statistical
machine...
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Báo cáo khoa học: "Feedback Cleaning of Machine Translation Rules Using Automatic Evaluation" pot
Ngày tải lên :
08/03/2014, 04:22
... automatically
rank machine translation output. In Proceedings of
Machine Translation Summit VIII, pages 15–20.
Osamu Furuse and Hitoshi Iida. 1994. Constituent
boundary parsing for example-based machine ... Yanagida. 2001. An au-
tomatic evaluation method of translation quality using
translation answer candidates queried from a parallel
corpus. In Proceedings of Machine Translation Sum-
mit VIII, pages ... Pentium 4 2-GHz computer.
Feedback Cleaning of Machine Translation Rules
Using Automatic Evaluation
Kenji Imamura, Eiichiro Sumita
ATR Spoken Language Translation
Research Laboratories
Seika-cho,...
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Báo cáo khoa học: "Modeling with Structures in Statistical Machine Translation" pot
Ngày tải lên :
08/03/2014, 06:20
...
word-based alignment:
ã Since the translation model can directly de-
pict phrase reordering in translation, it is
more accurate for translation between lan-
guages with different word (phrase) ... can be illustrated with
an example of the translation probability distri-
bution of the English word 'T'. Table 3 shows
the possible translations of 'T' with probability ... together with the 'ideal' align-
ments for the sentences. Here the alignment
parameters penalize the alignment of English
words with their German translation equiva-
lents because the translation...
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Báo cáo khoa học: "DEALING WITH CONJUNCTIONS IN A MACHINE TRANSLATION ENVIRONMENT" pptx
Ngày tải lên :
08/03/2014, 18:20
... DEALING WITH CONJUNCTIONS
IN A MACHINE TRANSLATION ENVIRONMENT
Xiumlng HUANG
Institute of Linguistics
Chinese Academy ... ('and', 'or', and 'but'). The
algorithm is part of an English-Chinese machine
translation system which is in the course of
construction.
0 INTRODUCTION
Theoretical linguists ... (14) on the other:
(12) Bob met Sue and Mar k in London.
(13) I knew the man with the telescope
and the woman with the umbrella.
(14) Bob met Sue in Paris and Mary in London.
As we stated...
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