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Development test suites and reports

rzanoli edited this page Sep 23, 2014 · 124 revisions

This page contains a log of the (most relevant) tests of the EOP on both RTE and industrial data, performed with version 1.1.3 of the EOP release. Please add the summary of your test: dataset used, configuration details (LAP and resources used) and the results (accuracy), as well as a link to a directory with the configuration file used, the model and the generated results file.


EDA/Group Data Lang Lexical Resources Results Exp
BIUTEE
Bar Ilan RTE-3 EN
Bar Ilan RTE-3 EN WN,CV link
Bar Ilan NICE EN no res (mixed split, balanced) 0.6309 (F1: 0.7171)
Bar Ilan NICE EN no res (pure split, balanced 0.6204 (F1: 0.7119)
Bar Ilan NICE EN no res (mixed split, not balanced) 0.7919 (F1: 0.6196)
Bar Ilan NICE EN no res (pure split, not balanced) 0.8043 (F1: 0.3929)
Bar Ilan NICE EN WN,VO (mixed split, balanced) 0.6406 (F1: 0.7227)
Bar Ilan NICE EN WN,VO (pure split, balanced) 0.6209 (F1: 0.7125)
Bar Ilan NICE EN WN,VO (mixed split, not balanced) 0.7911 (F1: 0.6270)
Bar Ilan NICE EN WN,VO (pure split, not balanced) 0.8482 (F1: 0.2394)
EDITS
FBK RTE-3 DE 0.61250 link
FBK RTE-3 DE WN 0.61250 link
FBK OMQ DE WN (balanced) 0.71698 (F+ : 0.70779) link
FBK OMQ DE WN (not balanced) 0.94542 (F+ : 0.24208) link
FBK RTE-3 EN 0.62000 link
FBK RTE-3 EN WN 0.63625 link
FBK NICE EN WN (mixed split, balanced) 0.61698 (F+ : 0.64634) link
FBK NICE EN WN (pure split, balanced) 0.55677 (F+ : 0.66571) link
FBK NICE EN WN (mixed split, not balanced) 0.68415 (F+ : 0.53688) link
FBK NICE EN WN (pure split, not balanced) 0.63228 (F+ : 0.33439) link
FBK RTE-3 IT 0.62625 link
FBK RTE-3 IT WN 0.61625 link
FBK ALMA IT (mixed split, balanced) 0.6926 (F+: 0.6001) link
FBK ALMA IT (pure split, balanced) 0.7038 (F+: 0.6531) link
FBK ALMA IT (pure split, not balanced) 0.8075 (F+ : 0.091) link
FBK ALMA IT WN (mixed split, balanced) 0.6908 (F+: 0.5982) link
FBK ALMA IT WN (pure split, balanced) 0.7084 (F+: 0.6562) link
FBK ALMA IT WN (pure split, not balanced) 0.9852 (F+ : 0.0444) link
FBK ALMA IT BAP (mixed split, balanced) link
ALMA_BootCat 0.6528 (F+: 0.5466)
Wikipedia 0.6516 (F+ 0.5206)
FBK ALMA IT BAP (pure split, balanced) link
ALMA_BootCat 0.6789 (F+: 0.6308)
Wikipedia 0.6680 (F+ 0.5930)
FBK ALMA IT DIRT (mixed split, balanced) link
FBK ALMA IT DIRT (pure split, balanced) link
FBK ALMA IT LIN-dependency (mixed split, balanced) link
ALMA_BootCat 0.6418 (F+: 0.5430)
Wikipedia 0.6493 (F+ 0.5088)
FBK ALMA IT LIN-dependency (pure split, balanced) link
ALMA_BootCat 0.6789 (F+: 0.6106)
Wikipedia 0.6437 (F+ 0.5145)
FBK ALMA IT LIN-dependency (mixed split, balanced) link
ALMA_BootCat 0.6931 (F+: 0.6232)
FBK ALMA IT LIN-proximity (mixed split, balanced) link
ALMA_BootCat 0.6447 (F+: 0.5157)
Wikipedia 0.6585 (F+ 0.5218)
FBK ALMA IT LIN-proximity (pure split, balanced) link
ALMA_BootCat 0.6737 (F+: 0.6255)
Wikipedia 0.6443 (F+ 0.5195)
TIE
DFKI RTE-3 DE
DFKI RTE-3 DE DS,DBPos,TP,TPPos,TS 0.62875 link
DFKI RTE-3 DE GNPos,DBPos,TP,TPPos,TS 0.63125 link
DFKI RTE-3 DE GNPos,DS,DBPos,TP,TPPos,TS 0.63125 link
DFKI OMQ DE
DFKI OMQ DE DS,DBPos,TP,TPPos,TS (balanced) 0.74371 (F+: 0.71945) [link] (#TieOMQ1)
DFKI OMQ DE GNPos,DBPos,TP,TPPos,TS (balanced) 0.74686 (F+: 0.72289) [link] (#TieOMQ2)
DFKI OMQ DE GNPos,DS,DBPos,TP,TPPos,TS (balanced) 0.74843 (F+: 0.72414) [link] (#TieOMQ3)
DFKI OMQ DE DS,DBPos,TP,TPPos,TS (not balanced) 0.97613 (F+: 0.23097) [link] (#TieOMQ4)
DFKI OMQ DE GNPos,DBPos,TP,TPPos,TS (not balanced) 0.97613 (F+: 0.23097) [link] (#TieOMQ5)
DFKI OMQ DE GNPos,DS,DBPos,TP,TPPos,TS (not balanced) 0.97613 (F+: 0.23097) [link] (#TieOMQ6)
DFKI RTE-3 EN 0.67375 link
DFKI RTE-3 EN VO,TP,TPPos,TS 0.67625 link
DFKI RTE-3 EN WN,TP,TPPos,TS 0.67625 link
DFKI RTE-3 EN WN,VO,TP,TPPos,TS 0.67500 link
DFKI NICE EN base (mixed split, balanced) 0.57377 (F+: 0.65622) [link] (#TieNice1)
DFKI NICE EN VO,TP,TPPos,TS (dito) 0.61208 (F+: 0.64206) [link] (#TieNice2)
DFKI NICE EN WN,TP,TPPos,TS (dito) 0.61736 (F+: 0.65179) [link] (#TieNice3)
DFKI NICE EN WN,VO,TP,TPPos,TS (dito) 0.61755 (F+: 0.65178) [link] (#TieNice4)
DFKI NICE EN base (pure split, balanced) 0.58952 (F+: 0.67280) [link] (#TieNice5)
DFKI NICE EN VO,TP,TPPos,TS (dito) 0.62604 (F+: 0.68950) [link] (#TieNice6)
DFKI NICE EN WN,TP,TPPos,TS (dito) 0.62737 (F+: 0.69065) [link] (#TieNice7)
DFKI NICE EN WN,VO,TP,TPPos,TS (dito) 0.62850 (F+: 0.69130) [link] (#TieNice8)
DFKI NICE EN base (mixed split, no balanced) 0.48330 (F+: 0.32384) [link] (#TieNice9)
DFKI NICE EN VO,TP,TPPos,TS (dito) 0.59023 (F+: 0.30757) [link] (#TieNice10)
DFKI NICE EN WN,TP,TPPos,TS (dito) 0.61509 (F+: 0.30801) [link] (#TieNice11)
DFKI NICE EN WN,VO,TP,TPPos,TS (dito) 0.62092 (F+: 0.30638) [link] (#TieNice12)
DFKI NICE EN base (pure split, not balanced) 0.38277 (F+: 0.24408) [link] (#TieNice13)
DFKI NICE EN VO,TP,TPPos,TS (dito) 0.55226 (F+: 0.23625) [link] (#TieNice14)
DFKI NICE EN WN,TP,TPPos,TS (dito) 0.59490 (F+: 0.21376) [link] (#TieNice15)
DFKI NICE EN WN,VO,TP,TPPos,TS (dito) 0.58644 (F+: 0.21265) [link] (#TieNice16)
DFKI RTE-3 IT 0.6375 (F+: 0.6375) [link] (#TRTEIT)
FBK ALMA IT (mixed split, balanced) 0.5916 (F+: 0.6435) [link] (#TAMB)
FBK ALMA IT (pure split, balanced) 0.5577 (F+: 0.5947) [link] (#TAPB)
YaABOT
FBK NICE EN WN,VO,CV(mixed split, balanced) 0.798 (F+ : 0.796) link
FBK NICE EN WN,VO,CV(pure split, balanced) 0.659 (F+ : 0.693) link
FBK NICE EN WN,VO,CV(mixed split, not balanced) 0.868 (F+ : 0.702) link
FBK NICE EN WN,VO,CV(pure split, not balanced) 0.702 (F+ : 0.271) link

CV: CatVar, WN: WordNet, WP: Wikipedia, VO: VerbOcean, GNPos: GermaNet with POS tags, DS: DewakDistributional, DBPos: DerivBase with POS tags, TP: TreePattern, TPPos: TreePattern with POS tags, TS: TreeSkeleton

BIUTEE EDA

**EXPERIMENT:** B1

Configuration ID: BIUTEE_WordNet_CatVar_EN

Data Set: RTE-3
Language: EN
Lexical Resources: WN, CV
Preprocessing:
Results(Accuracy): ----

Author name: Omer Levy
Affiliation: Bar-Ilan University
Contact:

Download the configuration file, model and results

EditDistance EDA

**EXPERIMENT:** E1

Configuration ID: EditDistanceEDA_DE

Data Set: RTE-3
Language: DE
Lexical Resources: none
Preprocessing: TreeTagger
Results(Accuracy): 0.61250

Author name: Roberto Zanoli
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: zanoli [at] fbk.eu

Download the configuration file, model and results

**EXPERIMENT:** E2

Configuration ID: EditDistanceEDA_DE_WordNet

Data Set: RTE-3
Language: DE
Lexical Resources: WN
Preprocessing: TreeTagger
Results(Accuracy): 0.61250

Author name: Roberto Zanoli
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: zanoli [at] fbk.eu

Download the configuration file, model and results

**EXPERIMENT:** E3

Configuration ID: EditDistanceEDA_EN

Data Set: RTE-3
Language: EN
Lexical Resources: none
Preprocessing: TreeTagger
Results(Accuracy): 0.62000

Author name: Roberto Zanoli
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: zanoli [at] fbk.eu

Download the configuration file, model and results

**EXPERIMENT:** E4

Configuration ID: EditDistanceEDA_EN_WordNet

Data Set: RTE-3
Language: EN
Lexical Resources: WN
Preprocessing: TreeTagger
Results(Accuracy): 0.63625

Author name: Roberto Zanoli
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: zanoli [at] fbk.eu

Download the configuration file, model and results

**EXPERIMENT:** E5

Configuration ID: EditDistanceEDA_IT

Data Set: RTE-3
Language: IT
Lexical Resources: none
Preprocessing: TextPro
Results(Accuracy): 0.62625

Author name: Roberto Zanoli
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: zanoli [at] fbk.eu

Download the configuration file, model and results

**EXPERIMENT:** E6

Configuration ID: EditDistanceEDA_IT_WordNet

Data Set: RTE-3
Language: IT
Lexical Resources: WN
Preprocessing: TextPro
Results(Accuracy): 0.61625

Author name: Roberto Zanoli
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: zanoli [at] fbk.eu

Download the configuration file, model and results

**EXPERIMENT:** EOMQ1

Configuration ID: EditDistanceEDA_DE

Data Set: OMQ, OMQ_BALANCED_TH_SET
Language: DE
Lexical Resources: WN
Preprocessing: TreeTagger
Results(Accuracy): 0.71698 (F1:0.70779, Pr:0.73154, Re:0.68553)

Author name: Roberto Zanoli
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: zanoli [at] fbk.eu

Download the configuration file, model and results

**EXPERIMENT:** EOMQ2

Configuration ID: EditDistanceEDA_DE

Data Set: OMQ, OMQ_UNBALANCED_TH_SET
Language: DE
Lexical Resources: WN
Preprocessing: TreeTagger
Results(Accuracy): 0.94542 (F1:0.24208, Pr:0.18905, Re:0.33648)

Author name: Roberto Zanoli
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: zanoli [at] fbk.eu

Download the configuration file, model and results

**EXPERIMENT:** ENICE1

Configuration ID: EditDistanceEDA_EN

Data Set: NICE, NICE_revised_balanced_mixSplit_1X
Language: ENG
Lexical Resources: WN
Preprocessing: TreeTagger
Results(Accuracy): 0.61698 (F1:0.64634, Pr:0.59341, Re:0.70964)

Author name: Roberto Zanoli
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: zanoli [at] fbk.eu

Download the configuration file, model and results

**EXPERIMENT:** ENICE2

Configuration ID: EditDistanceEDA_EN

Data Set: NICE, NICE_revised_balanced_pureSplit_1X
Language: ENG
Lexical Resources: WN
Preprocessing: TreeTagger
Results(Accuracy): 0.55677 (F1:0.66571, Pr:0.53437, Re:0.88266)

Author name: Roberto Zanoli
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: zanoli [at] fbk.eu

Download the configuration file, model and results

**EXPERIMENT:** ENICE3

Configuration ID: EditDistanceEDA_EN

Data Set: NICE, NICE_revised_mixSplit_1X
Language: ENG
Lexical Resources: WN
Preprocessing: TreeTagger
Results(Accuracy): 0.68414 (F1:0.53688, Pr:0.42841, Re:0.71892)

Author name: Roberto Zanoli
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: zanoli [at] fbk.eu

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**EXPERIMENT:** ENICE4

Configuration ID: EditDistanceEDA_EN

Data Set: NICE, NICE_revised_pureSplit_1X
Language: ENG
Lexical Resources: WN
Preprocessing: TreeTagger
Results(Accuracy): 0.63228 (F1:0.33439, Pr:0.21707, Re:0.72762)

Author name: Roberto Zanoli
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: zanoli [at] fbk.eu

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**EXPERIMENT:** AMB

Configuration ID: EditDistanceEDA_IT

Data Set: ALMA (revised July 2014) -- balanced, mixed (from clusters)
Language: IT
Lexical Resources:
Preprocessing: TreeTagger
Results(Accuracy): 0.6926 (F+: 0.6001)

Author name: Vivi Nastase
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: nastase [at] fbk.eu

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**EXPERIMENT:** APB

Configuration ID: EditDistanceEDA_IT

Data Set: ALMA (revised July 2014) -- balanced, pure (all instances from a cluster in the same partition)
Language: IT
Lexical Resources:
Preprocessing: TreeTagger
Results(Accuracy): 0.7038 (F+: 0.6531)

Author name: Vivi Nastase
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: nastase [at] fbk.eu

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**EXPERIMENT:** API

Configuration ID: EditDistanceEDA_IT

Data Set: ALMA (revised July 2014) -- not balanced, pure (all instances from a cluster in the same partition)
Test set details: 515 positive/ 34355 negative
Language: IT
Lexical Resources:
Preprocessing: TreeTagger
Results(Accuracy): 0.8075 (F+: 0.0910)

Author name: Vivi Nastase
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: nastase [at] fbk.eu

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**EXPERIMENT:** AMBW

Configuration ID: EditDistanceEDA_IT_WordNet

Data Set: ALMA (revised July 2014) -- balanced, mixed (from clusters)
Language: IT
Lexical Resources: WordNet
Preprocessing: TreeTagger
Results(Accuracy): 0.6908 (F+: 0.5982)

Author name: Vivi Nastase
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: nastase [at] fbk.eu

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**EXPERIMENT:** APBW

Configuration ID: EditDistanceEDA_IT_WN

Data Set: ALMA (revised July 2014) -- balanced, pure (all instances from a cluster in the same partition)
Language: IT
Lexical Resources: WordNet
Preprocessing: TreeTagger
Results(Accuracy): 0.7084 (F+: 0.6562)

Author name: Vivi Nastase
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: nastase [at] fbk.eu

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**EXPERIMENT:** APIW

Configuration ID: EditDistanceEDA_IT_WN

Data Set: ALMA (revised July 2014) -- not balanced, pure (all instances from a cluster in the same partition)
Test set details: 515 positive/34355 negative
Language: IT
Lexical Resources: WordNet
Preprocessing: TreeTagger
Results(Accuracy): 0.9852 (F+: 0.0444)

Author name: Vivi Nastase
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: nastase [at] fbk.eu

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**EXPERIMENT:** AMBB

Configuration ID: EditDistanceEDA_BAP_IT

Data Set: ALMA (revised July 2014) -- balanced, mixed (from clusters)
Language: IT
Lexical Resources: BAP-style

  • ALMA_BootCat -- from a "custom-made" corpus for ALMA, using BootCat and query terms from ALMA data
  • Wikipedia -- from a corpus of Wikipedia articles (Italian Wikipedia version of 20140228)

Preprocessing: TreeTagger
Results(Accuracy):

  • ALMA_BootCat -- 0.6528 (F+: 5466)
  • Wikipedia -- 0.6516 (F+: 0.5206)

Author name: Vivi Nastase
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: nastase [at] fbk.eu

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**EXPERIMENT:** APBB

Configuration ID: EditDistanceEDA_BAP_IT

Data Set: ALMA (revised July 2014) -- balanced, pure (all instances from a cluster in the same partition)
Language: IT
Lexical Resources: BAP-style

  • ALMA_BootCat -- from a "custom-made" corpus for ALMA, using BootCat and query terms from ALMA data
  • Wikipedia -- from a corpus of Wikipedia articles (Italian Wikipedia version of 20140228)

Preprocessing: TreeTagger
Results(Accuracy):

  • ALMA_BootCat -- 0.6789 (F+: 0.6308)
  • Wikipedia -- 0.6680 (F+: 5930)

Author name: Vivi Nastase
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: nastase [at] fbk.eu

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**EXPERIMENT:** AMBD

Configuration ID: EditDistanceEDA_IT_DIRT

Data Set: ALMA (revised July 2014) -- balanced, mixed (from clusters)
Language: IT
Lexical Resources: DIRT (from a "custom-made" corpus for ALMA, using BootCat and query terms from ALMA data)
Preprocessing: TreeTagger
Results(Accuracy): 0.6314

Author name: Vivi Nastase
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: nastase [at] fbk.eu

Download the configuration file, model and results

**EXPERIMENT:** APBD

Configuration ID: EditDistanceEDA_IT_DIRT

Data Set: ALMA (revised July 2014) -- balanced, pure (all instances from a cluster in the same partition)
Language: IT
Lexical Resources: DIRT (from a "custom-made" corpus for ALMA, using BootCat and query terms from ALMA data)
Preprocessing: TreeTagger
Results(Accuracy): 0.7297

Author name: Vivi Nastase
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: nastase [at] fbk.eu

Download the configuration file, model and results

**EXPERIMENT:** AMBLd

Configuration ID: EditDistanceEDA_IT_LIN-deps

Data Set: ALMA (revised July 2014) -- balanced, mixed (from clusters)
Language: IT
Lexical Resources: LIN dependency

  • ALMA_BootCat -- from a "custom-made" corpus for ALMA, using BootCat and query terms from ALMA data
  • Wikipedia -- from a corpus of Wikipedia articles (Italian Wikipedia version of 20140228)

Preprocessing: TreeTagger
Results(Accuracy):

  • ALMA_BootCat -- 0.6418 (F+: 0.5430)
  • Wikipedia -- 0.6493 (F+: 0.5088)

Author name: Vivi Nastase
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: nastase [at] fbk.eu

Download the configuration file, model and results

**EXPERIMENT:** APBLd

Configuration ID: EditDistanceEDA_IT_LIN-deps

Data Set: ALMA (revised July 2014) -- balanced, pure (all instances from a cluster in the same partition)
Language: IT
Lexical Resources: LIN dependency

  • ALMA_BootCat -- from a "custom-made" corpus for ALMA, using BootCat and query terms from ALMA data
  • Wikipedia -- from a corpus of Wikipedia articles (Italian Wikipedia version of 20140228)

Preprocessing: TreeTagger
Results(Accuracy):

  • ALMA_BootCat -- 0.6789 (F+: 0.6308)
  • Wikipedia -- 0.6680 (F+: 5930)

Author name: Vivi Nastase
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: nastase [at] fbk.eu

Download the configuration file, model and results

**EXPERIMENT:** AMBLdTP

Configuration ID: EditDistanceEDA_IT_LIN-deps

Data Set: ALMA (revised July 2014) -- balanced, pure (all instances from a cluster in the same partition)
Language: IT
Lexical Resources: LIN dependency

  • ALMA_BootCat -- from a "custom-made" corpus for ALMA, using BootCat and query terms from ALMA data

Preprocessing: TextPro Results(Accuracy):

  • ALMA_BootCat -- 0.6931 (F+: 0.6232)

Author name: Simone Magnolini Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: magnolini [at] fbk.eu

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**EXPERIMENT:** AMBLp

Configuration ID: EditDistanceEDA_IT_LIN-prox

Data Set: ALMA (revised July 2014) -- balanced, mixed (from clusters)
Language: IT
Lexical Resources: LIN proximity

  • ALMA_BootCat -- from a "custom-made" corpus for ALMA, using BootCat and query terms from ALMA data
  • Wikipedia -- from a corpus of Wikipedia articles (Italian Wikipedia version of 20140228)

Preprocessing: TreeTagger
Results(Accuracy):

  • ALMA_BootCat -- 0.6447 (F+: 0.5157)
  • Wikipedia -- 0.6585 (F+: 0.5218)

Author name: Vivi Nastase
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: nastase [at] fbk.eu

Download the configuration file, model and results

**EXPERIMENT:** APBLp

Configuration ID: EditDistanceEDA_IT_LIN-prox

Data Set: ALMA (revised July 2014) -- balanced, pure (all instances from a cluster in the same partition)
Language: IT
Lexical Resources: LIN proximity

  • ALMA_BootCat -- from a "custom-made" corpus for ALMA, using BootCat and query terms from ALMA data
  • Wikipedia -- from a corpus of Wikipedia articles (Italian Wikipedia version of 20140228)

Preprocessing: TreeTagger
Results(Accuracy):

  • ALMA_BootCat -- 0.6737 (F+: 0.6255)
  • Wikipedia -- 0.6443 (F+: 0.5195)

Author name: Vivi Nastase
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: nastase [at] fbk.eu

Download the configuration file, model and results

TIE EDA

**EXPERIMENT:** T1

Configuration ID: MaxEntClassificationEDA_Base+DS+DBPos+TP+TPPos+TS_DE

Data Set: RTE-3
Language: DE
Lexical Resources: DS,DBPos,TP,TPPos,TS
Preprocessing: MaltParserDE
Results(Accuracy): 0.62875

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

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**EXPERIMENT:** T2

Configuration ID: MaxEntClassificationEDA_Base+GNPos+DBPos+TP+TPPos+TS_DE

Data Set: RTE-3
Language: DE
Lexical Resources: GNPos,DBPos,TP,TPPos,TS
Preprocessing: MaltParserDE
Results(Accuracy): 0.63125

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

**EXPERIMENT:** T3

Configuration ID: MaxEntClassificationEDA_Base+GNPos+DS+DBPos+TP+TPPos+TS_DE

Data Set: RTE-3
Language: DE
Lexical Resources: GNPos,DS,DBPos,TP,TPPos,TS
Preprocessing: MaltParserDE
Results(Accuracy): 0.63125

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

**EXPERIMENT:** TieOMQ1

Configuration ID: MaxEntClassificationEDA_Base+DS+DBPos+TP+TPPos+TS_DE

Data Set: OMQ, OMQ_BALANCED_TH_SET
Language: DE
Lexical Resources: DS,DBPos,TP,TPPos,TS
Preprocessing: MaltParserDE
Results(Accuracy): 0.74371 (F+: 0.71945)

Author name: Günter Neumann, Aleksandra Gabryszak
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de, aleksandra.gabryszak [@] dfki.de

Download the configuration file, model and results

**EXPERIMENT:** TieOMQ2

Configuration ID: MaxEntClassificationEDA_Base+GNPos+DBPos+TP+TPPos+TS_DE

Data Set: OMQ, OMQ_BALANCED_TH_SET
Language: DE
Lexical Resources: GNPos,DBPos,TP,TPPos,TS
Preprocessing: MaltParserDE
Results(Accuracy): 0.74686 (F+: 0.72289)

Author name: Günter Neumann, Aleksandra Gabryszak
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de, aleksandra.gabryszak [@] dfki.de

Download the configuration file, model and results

**EXPERIMENT:** TieOMQ3

Configuration ID: MaxEntClassificationEDA_Base+GNPos+DS+DBPos+TP+TPPos+TS_DE

Data Set: OMQ, OMQ_BALANCED_TH_SET
Language: DE
Lexical Resources: GNPos,DS,DBPos,TP,TPPos,TS
Preprocessing: MaltParserDE
Results(Accuracy): 0.74843 (F+: 0.72414)

Author name: Günter Neumann, Aleksandra Gabryszak
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de, aleksandra.gabryszak [@] dfki.de

Download the configuration file, model and results

**EXPERIMENT:** TieOMQ4

Configuration ID: MaxEntClassificationEDA_Base+DS+DBPos+TP+TPPos+TS_DE

Data Set: OMQ, OMQ_UNBALANCED_TH_SET
Language: DE
Lexical Resources: DS,DBPos,TP,TPPos,TS
Preprocessing: MaltParserDE
Results(Accuracy): 0.97613 (F+: 0.23097)

Author name: Günter Neumann, Aleksandra Gabryszak
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de, aleksandra.gabryszak [@] dfki.de

Download the configuration file, model and results

**EXPERIMENT:** TieOMQ5

Configuration ID: MaxEntClassificationEDA_Base+GNPos+DBPos+TP+TPPos+TS_DE

Data Set: OMQ, OMQ_UNBALANCED_TH_SET
Language: DE
Lexical Resources: GNPos,DBPos,TP,TPPos,TS
Preprocessing: MaltParserDE
Results(Accuracy): 0.97613 (F+: 0.23097)

Author name: Günter Neumann, Aleksandra Gabryszak
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de, aleksandra.gabryszak [@] dfki.de

Download the configuration file, model and results

**EXPERIMENT:** TieOMQ6

Configuration ID: MaxEntClassificationEDA_Base+GNPos+DS+DBPos+TP+TPPos+TS_DE

Data Set: OMQ, OMQ_UNBALANCED_TH_SET
Language: DE
Lexical Resources: GNPos,DS,DBPos,TP,TPPos,TS
Preprocessing: MaltParserDE
Results(Accuracy): 0.97613 (F+: 0.23097)

Author name: Günter Neumann, Aleksandra Gabryszak
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de, aleksandra.gabryszak [@] dfki.de

Download the configuration file, model and results

**EXPERIMENT:** T4

Configuration ID: MaxEntClassificationEDA_Base+VO+TP+TPPos+TS_EN

Data Set: RTE-3
Language: EN
Lexical Resources: VO,TP,TPPos,TS
Preprocessing: MaltParserEN
Results(Accuracy): 0.67625

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

**EXPERIMENT:** T5

Configuration ID: MaxEntClassificationEDA_Base+WN+TP+TPPos+TS_EN

Data Set: RTE-3
Language: EN
Lexical Resources: WN,TP,TPPos,TS
Preprocessing: MaltParserEN
Results(Accuracy): 0.67625

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

**EXPERIMENT:** T6

Configuration ID: MaxEntClassificationEDA_Base+WN+VO+TP+TPPos+TS_EN

Data Set: RTE-3
Language: EN
Lexical Resources: WN,VO,TP,TPPos,TS
Preprocessing: MaltParserEN
Results(Accuracy): 0.675

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

**EXPERIMENT:** T7

Configuration ID: MaxEntClassificationEDA_Base+OpenNLP_EN

Data Set: RTE-3
Language: EN
Lexical Resources:
Preprocessing: OpenNLP tokenization
Results(Accuracy): 0.67375

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

EXPERIMENT: TieNice1

Configuration ID: MaxEntClassificationEDA_Base+OpenNLP_EN

Data Set: NICE_revised_balanced_mixSplit_1X
Language: EN
Lexical Resources:
Preprocessing: OpenNLP tokenization
Results(Accuracy): 0.57377 (F+: 0.65622)

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

EXPERIMENT: TieNice2

Configuration ID: MaxEntClassificationEDA_Base+VO+TP+TPPos+TS_EN

Data Set: NICE_revised_balanced_mixSplit_1X
Language: EN
Lexical Resources: VO,TP,TPPos,TS
Preprocessing: MaltParserEN
Results(Accuracy): 0.61208 (F+: 0.64206)

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

EXPERIMENT: TieNice3

Configuration ID: MaxEntClassificationEDA_Base+WN+TP+TPPos+TS_EN

Data Set: NICE_revised_balanced_mixSplit_1X
Language: EN
Lexical Resources: WN,TP,TPPos,TS
Preprocessing: MaltParserEN
Results(Accuracy): 0.61736 (F+: 0.65179)

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

EXPERIMENT: TieNice4

Configuration ID: MaxEntClassificationEDA_Base+WN+VO+TP+TPPos+TS_EN

Data Set: NICE_revised_balanced_mixSplit_1X
Language: EN
Lexical Resources: WN,VO, TP,TPPos,TS
Preprocessing: MaltParserEN
Results(Accuracy): 0.61755 (F+: 0.65178)

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

|EXPERIMENT: TieNice5

Configuration ID: MaxEntClassificationEDA_Base+OpenNLP_EN

Data Set: NICE_revised_balanced_pureSplit_1X
Language: EN
Lexical Resources:
Preprocessing: OpenNLP tokenization
Results(Accuracy): 0.58952 (F+: 0.67280)

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

EXPERIMENT: TieNice6

Configuration ID: MaxEntClassificationEDA_Base+VO+TP+TPPos+TS_EN

Data Set: NICE_revised_balanced_pureSplit_1X
Language: EN
Lexical Resources: VO,TP,TPPos,TS
Preprocessing: MaltParserEN
Results(Accuracy): 0.62604 (F+: 0.68950)

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

EXPERIMENT: TieNice7

Configuration ID: MaxEntClassificationEDA_Base+WN+TP+TPPos+TS_EN

Data Set: NICE_revised_balanced_pureSplit_1X
Language: EN
Lexical Resources: WN,TP,TPPos,TS
Preprocessing: MaltParserEN
Results(Accuracy): 0.62737 (F+: 0.69065)

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

EXPERIMENT: TieNice8

Configuration ID: MaxEntClassificationEDA_Base+WN+VO+TP+TPPos+TS_EN

Data Set: NICE_revised_balanced_pureSplit_1X Language: EN
Lexical Resources: WN,VO, TP,TPPos,TS
Preprocessing: MaltParserEN
Results(Accuracy): 0.62850 (F+: 0.69130)

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

EXPERIMENT: TieNice9

Configuration ID: MaxEntClassificationEDA_Base+OpenNLP_EN

Data Set: NICE_revised_mixSplit_1X
Language: EN
Lexical Resources:
Preprocessing: OpenNLP tokenization
Results(Accuracy): 0.48330 (F+: 0.32384)

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

EXPERIMENT: TieNice10

Configuration ID: MaxEntClassificationEDA_Base+VO+TP+TPPos+TS_EN

Data Set: NICE_revised_mixSplit_1X
Language: EN
Lexical Resources: VO,TP,TPPos,TS
Preprocessing: MaltParserEN
Results(Accuracy): 0.59023 (F+: 0.30757)

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

EXPERIMENT: TieNice11

Configuration ID: MaxEntClassificationEDA_Base+WN+TP+TPPos+TS_EN

Data Set: NICE_revised_mixSplit_1X
Language: EN
Lexical Resources: WN,TP,TPPos,TS
Preprocessing: MaltParserEN
Results(Accuracy): 0.61509 (F+: 0.30801)

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

EXPERIMENT: TieNice12

Configuration ID: MaxEntClassificationEDA_Base+WN+VO+TP+TPPos+TS_EN

Data Set: NICE_revised_mixSplit_1X Language: EN
Lexical Resources: WN,VO, TP,TPPos,TS
Preprocessing: MaltParserEN
Results(Accuracy): 0.62092 (F+: 0.30638)

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

EXPERIMENT: TieNice13

Configuration ID: MaxEntClassificationEDA_Base+OpenNLP_EN

Data Set: NICE_revised_pureSplit_1X
Language: EN
Lexical Resources:
Preprocessing: OpenNLP tokenization
Results(Accuracy): 0.38277 (F+: 0.24408)

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

EXPERIMENT: TieNice14

Configuration ID: MaxEntClassificationEDA_Base+VO+TP+TPPos+TS_EN

Data Set: NICE_revised_pureSplit_1X
Language: EN
Lexical Resources: VO,TP,TPPos,TS
Preprocessing: MaltParserEN
Results(Accuracy): 0.55226 (F+: 0.23625)

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

EXPERIMENT: TieNice15

Configuration ID: MaxEntClassificationEDA_Base+WN+TP+TPPos+TS_EN

Data Set: NICE_revised_pureSplit_1X
Language: EN
Lexical Resources: WN,TP,TPPos,TS
Preprocessing: MaltParserEN
Results(Accuracy): 0.59490 (F+: 0.21376)

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

EXPERIMENT: TieNice16

Configuration ID: MaxEntClassificationEDA_Base+WN+VO+TP+TPPos+TS_EN

Data Set: NICE_revised_pureSplit_1X Language: EN
Lexical Resources: WN,VO, TP,TPPos,TS
Preprocessing: MaltParserEN
Results(Accuracy): 0.58644 (F+: 0.21265)

Author name: Günter Neumann
Affiliation: Deutsche Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Contact Information: neumann [@] dfki.de

Download the configuration file, model and results

EXPERIMENT: TRTEIT

Configuration ID: MaxEntClassificationEDA_IT

Data Set: RTE3-Italian
Language: IT
Lexical Resources: Preprocessing: TreeTaggerIT
Results(Accuracy): 0.6375 (F+: 0.6555)

Author name: Vivi Nastase
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: nastase [@] fbk.eu

Download the configuration file, model and results

EXPERIMENT: TAMB

Configuration ID: MaxEntClassificationEDA_IT

Data Set: ALMA (revised July 2014) -- balanced, mixed (from clusters)
Language: IT
Lexical Resources: Preprocessing: TreeTaggerIT
Results(Accuracy): 0.5916 (F+: 0.6435)

Author name: Vivi Nastase
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: nastase [@] fbk.eu

Download the configuration file, model and results

EXPERIMENT: TAMB

Configuration ID: MaxEntClassificationEDA_IT

Data Set: ALMA (revised July 2014) -- balanced, pure (from clusters)
Language: IT
Lexical Resources: Preprocessing: TreeTaggerIT
Results(Accuracy): 0.5577 (F+: 0.5947)

Author name: Vivi Nastase
Affiliation: Fondazione Bruno Kessler (FBK)
Contact Information: nastase [@] fbk.eu

Download the configuration file, model and results


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