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Optimizer filter notes
The DAML implementation uses this filter when constructing the optimizer Adam(lr = self.meta_lr, ...
Swahili Syntax (Anthony Vitale, 1981)
Grammatical Sketch Very brief grammatical sketch, strong focus on syntax which is nice to see si...
Dependency Parsing
Info
https://github.com/allenai/allennlp/blob/master/allennlp/tests/training/multi_task_trainer_test.py
DAML walkthrough
The main point of interest is train_maml in model.py. prev_min_loss gets set to a high value on ...
DAML code
import torch import random import numpy as np from config import global_config as cfg from re...
Research questions for thesis
How do Bantu languages, and Swahili in particular, integrate into the Universal Dependencies fra...
F-score for positive class analysis
Bag of Words alone Feature Count Mutual Information Chi-squared 100 0.61468 0.61682 ...
Macro f-score analysis
General sentiment features (MPQA) Feature Count Mutual Information Chi-squared 100 0.59...
Precision and Recall for top performers (macro f-score)
MI features Data Source N-features Negative Precision Negative Recall Positive Precision ...
Methods for building twitter-specific sentiment lexicon
Using mutual information This page has quite a bit of information regarding how the mutual infor...
Comparison of two-side MI
As mentioned in Methods for building twitter-specific sentiment lexicon there are two general way...
Results dump
Cross validation character n-grams tfidf F1-score Task A 0.6440953412784399 preci...
Todo: Coding
Implement sentiment value creator with fit() and transform(). Integrate corenlpSentimentAnalyze...
Log
Fixed issue where the server would not work with the sentiment analysis annotator enabled by upgr...
Design specs
Original Page Layout If generate is selected, the lexical entries and syntactic rules are used...
Gameplan (in order of priority)
Utilities Intake of rules Transformation of non-binary rules into binary rules Generation of ...
Handling Optionality
The issue is that the optional pieces are occurring in rules of any length. E.g. we could have NP...
Hai's notes
upper limit for num of generations: S -> NP VP NP:{John, Mary} VP:{eat, sleep} when I as...
Genie tidbits
css ane other frontend assets should be modfiied in the public folder not the assets/css folder.