Khannatanmai: /* Work Done */

2019-05-11T06:51:08Z

Work Done

Khannatanmai: /* GSoc Progress */

2019-05-10T05:01:45Z

GSoc Progress

Khannatanmai at 04:59, 10 May 2019

2019-05-10T04:59:53Z

Khannatanmai: Created page with "GSoc Progress Community Bonding Period"

2019-05-10T04:58:42Z

Created page with "GSoc Progress Community Bonding Period"

New page

GSoc Progress

Community Bonding Period

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 == Work Done ==
-* Read the Documentation fully *
+* Read the Documentation fully
+* Went through code for apertium core (pretransfer, transfer, tagger, etc.)
 == Work Plan ==

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 = GSoc Progress =
+== Work Done ==
+* Read the Documentation fully *
 == Work Plan ==

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-GSoc Progress
+= GSoc Progress =
-Community Bonding Period
+== Work Plan ==
+'''Community Bonding Period''' (May 6 - May 27)
+* Understand the Apertium pipeline fully
+* Modify and Understand individual files
+* Get familiar with the files that I need to modify
+* Formalise the problem, limit the scope of anaphora resolution (To Anaphora needed for MT)
+* Flowchart of the proposed system
+* Write Pseudocode for identifying Salience Factors
+* '''Study the EuroParl corpus''' and see which anaphors the method will be able to resolve on paper
+* Explore Constraint Grammar and use it if it proves to be beneficial
+'''Week 1''' (May 27)
+* Automatic Annotation of anaphora for evaluation (EuroParl Corpus)
+* Implement a preliminary scoring system for antecedent indicators [work for Spanish-English and Catalan-English for now]
+* Decide on a definite context window
+'''Week 2''' (June 3)
+* Implement Basic Anaphora for Possessive Pronouns in C++
+* Create a transfer-pattern-like file as a way to mark possible NPs as antecedents.
+* Implement transfer rules for Possessive Pronouns
+* A basic prototype ready
+* TEST the prototype with the pipeline
+'''Week 3''' (June 10)
+* Implement Basic Anaphora for Reflexive Pronouns (On Verbs) [For Spanish and Catalan]
+* Implement Basic Anaphora for Zero Pronouns (On Verbs) [For Spanish and Catalan]
+* Implement transfer rules for the above
+* TEST the system extensively
+* Document the outline
+'''Week 4''' (June 17)
+* Implement the system to work out all possible antecedents
+* Add ability to give antecedents a score
+* TEST basic sentences with single antecedents, Test the pipeline
+* Test and Evaluate for Possessive, Reflexive, Zero Pronouns in Spa-Eng pair
+* Test and Evaluate for Possessive, Reflexive, Zero Pronouns in Cat-Eng pair
+=== Deliverable #1: Anaphora Resolution for single antecedents, with transfer rules [The full pipeline] ===
+'''Evaluation 1: June 24-28'''
+'''Week 5''' (June 28)
+* Implement Antecedent Indicators:
+* Implement Code to Identify Boosting Indicators
+* Implement Code to Identify Lappin and Leass Indicators (as many as possible)
+'''Week 6''' (July 4)
+* Code to Identify Impeding Indicators
+* Code to Identify Adjective Agreement Antecedent
+* Implement transfer rules for agreement in adjectives for Cat-Eng & Spa-Eng
+* Code to remember antecedents for a certain window
+* Give scores to the antecedent indicators
+'''Week 7''' (July 10)
+* Implement detection of remaining salience features
+* Implement remaining transfer rules for anaphora in pronouns Cat-Eng & Spa-Eng
+* Code Salience Indicators & Implement tie breaking systems
+* Modify the scoring system based on performance in the pairs
+* TEST system with French and Russian.
+'''Week 8''' (July 16)
+* Implement fallback for anaphora (in case of too many antecedents or not past certainty threshold)
+* TEST Scoring System
+* TEST and Evaluate current system and produce precision and recall
+* TEST and Evaluate Agreement for Adjectives
+* TEST system with Turkish and any other required language pairs.
+* Document Antecedent Indicators, Scoring System, Fallback for Cat-Eng & Spa-Eng
+=== Deliverable #2: Anaphora Resolution with saliency features detection, scores, and a fallback mechanism ===
+'''Evaluation 2: July 22-26'''
+'''Week 9''' [OPTIONAL: If current system not producing good enough results]
+* Implement Expectation-Maximization Algorithm using monolingual corpus
+* Compare with current system
+* Test EM Algorithm and the implemented system
+'''Week 9''' [NOT OPTIONAL] (July 26)
+* Implement code to ignore embedded clauses
+* Evaluate increase in detection
+* Insert into Apertium pipeline
+* Implement code to accept input in chunks and process it
+'''Week 10''' (August 1)
+* EXTENSIVELY TEST final system
+* Test with French, Russian, Turkish, Galician, etc.
+* Evaluate and find out which features are language agnostic
+* Decide on list of features for agnostic anaphora and for language specific anaphora
+'''Week 11''' (August 7)
+* Any remaining coding and improving the system
+* TEST on multiple pairs and give Evaluation Scores
+* TEST for backwards compatibility and ensure it
+'''Week 12''' (August 13)
+* Wrap up on the final module
+* Complete the overall documentation with observations and future prospects
+'''Final Evaluations: August 19-26'''
+=== Project Completed ===
+'''NOTE''': Week 11 and Week 12 have extra time to deal with unforeseen issues and ideas
+----

User:Khannatanmai/Progress - Revision history

Khannatanmai: /* Work Done */

Khannatanmai: /* GSoc Progress */

Khannatanmai at 04:59, 10 May 2019

Khannatanmai: Created page with "GSoc Progress Community Bonding Period"