From 211d590a35a6e9a5c7c00b56ad5e9c31e7175d1a Mon Sep 17 00:00:00 2001 From: h7x4 Date: Fri, 26 Apr 2024 00:49:11 +0200 Subject: [PATCH] Add project slides --- project_slides/flake.lock | 26 ++ project_slides/flake.nix | 31 +++ project_slides/main.md | 237 ++++++++++++++++++ project_slides/reveal-md.json | 4 + project_slides/reveal.json | 8 + project_slides/static/graphics/book1.png | Bin 0 -> 39295 bytes project_slides/static/graphics/book2.png | Bin 0 -> 95672 bytes project_slides/static/graphics/book3.png | Bin 0 -> 211368 bytes .../static/graphics/curves/common.png | Bin 0 -> 12885 bytes .../static/graphics/curves/dialect.png | Bin 0 -> 14097 bytes .../static/graphics/curves/generate_curves.py | 42 ++++ .../static/graphics/curves/kanji.png | Bin 0 -> 13412 bytes .../static/graphics/curves/katakana.png | Bin 0 -> 6603 bytes project_slides/static/graphics/curves/nhk.png | Bin 0 -> 11831 bytes .../graphics/curves/sentence_length.png | Bin 0 -> 19305 bytes .../static/graphics/curves/wordsum.png | Bin 0 -> 15593 bytes .../static/graphics/examples/book1.png | Bin 0 -> 152466 bytes .../static/graphics/examples/book2.png | Bin 0 -> 117777 bytes .../static/graphics/examples/test1.png | Bin 0 -> 103421 bytes .../static/graphics/examples/test2.png | Bin 0 -> 141265 bytes project_slides/static/graphics/hiragana.png | Bin 0 -> 29038 bytes project_slides/static/graphics/jmdict.png | Bin 0 -> 53394 bytes project_slides/static/graphics/jst1.png | Bin 0 -> 148815 bytes project_slides/static/graphics/jst2.png | Bin 0 -> 137391 bytes project_slides/static/graphics/jst3.png | Bin 0 -> 73782 bytes project_slides/static/graphics/kanji.png | Bin 0 -> 612803 bytes project_slides/static/graphics/kanji2.png | Bin 0 -> 442469 bytes project_slides/static/graphics/katakana.png | Bin 0 -> 19084 bytes project_slides/static/graphics/nhk.png | Bin 0 -> 72636 bytes .../graphics/ntnu_uten_slagord_hvit-2.pdf | Bin 0 -> 2177 bytes project_slides/static/graphics/tatoeba.png | Bin 0 -> 67332 bytes project_slides/static/graphics/test1.png | Bin 0 -> 104955 bytes project_slides/static/graphics/test2.png | Bin 0 -> 220087 bytes project_slides/static/main.css | 226 +++++++++++++++++ 34 files changed, 574 insertions(+) create mode 100644 project_slides/flake.lock create mode 100644 project_slides/flake.nix create mode 100644 project_slides/main.md create mode 100644 project_slides/reveal-md.json create mode 100644 project_slides/reveal.json create mode 100644 project_slides/static/graphics/book1.png create mode 100644 project_slides/static/graphics/book2.png create mode 100644 project_slides/static/graphics/book3.png create mode 100644 project_slides/static/graphics/curves/common.png create mode 100644 project_slides/static/graphics/curves/dialect.png create mode 100644 project_slides/static/graphics/curves/generate_curves.py create mode 100644 project_slides/static/graphics/curves/kanji.png create mode 100644 project_slides/static/graphics/curves/katakana.png create mode 100644 project_slides/static/graphics/curves/nhk.png create mode 100644 project_slides/static/graphics/curves/sentence_length.png create mode 100644 project_slides/static/graphics/curves/wordsum.png create mode 100644 project_slides/static/graphics/examples/book1.png create mode 100644 project_slides/static/graphics/examples/book2.png create mode 100644 project_slides/static/graphics/examples/test1.png create mode 100644 project_slides/static/graphics/examples/test2.png create mode 100644 project_slides/static/graphics/hiragana.png create mode 100644 project_slides/static/graphics/jmdict.png create mode 100644 project_slides/static/graphics/jst1.png create mode 100644 project_slides/static/graphics/jst2.png create mode 100644 project_slides/static/graphics/jst3.png create mode 100644 project_slides/static/graphics/kanji.png create mode 100644 project_slides/static/graphics/kanji2.png create mode 100644 project_slides/static/graphics/katakana.png create mode 100644 project_slides/static/graphics/nhk.png create mode 100644 project_slides/static/graphics/ntnu_uten_slagord_hvit-2.pdf create mode 100644 project_slides/static/graphics/tatoeba.png create mode 100644 project_slides/static/graphics/test1.png create mode 100644 project_slides/static/graphics/test2.png create mode 100644 project_slides/static/main.css diff --git a/project_slides/flake.lock b/project_slides/flake.lock new file mode 100644 index 0000000..87cd6db --- /dev/null +++ b/project_slides/flake.lock @@ -0,0 +1,26 @@ +{ + "nodes": { + "nixpkgs": { + "locked": { + "lastModified": 1682817260, + "narHash": "sha256-kFMXzKNj4d/0Iqbm5l57rHSLyUeyCLMuvlROZIuuhvk=", + "owner": "NixOS", + "repo": "nixpkgs", + "rev": "db1e4eeb0f9a9028bcb920e00abbc1409dd3ef36", + "type": "github" + }, + "original": { + "id": "nixpkgs", + "ref": "nixos-22.11", + "type": "indirect" + } + }, + "root": { + "inputs": { + "nixpkgs": "nixpkgs" + } + } + }, + "root": "root", + "version": 7 +} diff --git a/project_slides/flake.nix b/project_slides/flake.nix new file mode 100644 index 0000000..41aa282 --- /dev/null +++ b/project_slides/flake.nix @@ -0,0 +1,31 @@ +{ + inputs.nixpkgs.url = "nixpkgs/nixos-22.11"; + + outputs = { self, nixpkgs }: let + system = "x86_64-linux"; + pkgs = nixpkgs.legacyPackages.${system}; + in { + apps.${system} = let + toApp = _: pkg: { + type = "app"; + program = toString pkg; + }; + in { + default = { + type = "app"; + program = toString (pkgs.writeScript "reveal-md-tdt4310-project" '' + ${pkgs.nodePackages.reveal-md}/bin/reveal-md main.md + ''); + }; + }; + + devShells.${system}.default = pkgs.mkShell { + packages = with pkgs; [ + nodePackages.reveal-md + # inkscape + # gimp + # drawio + ]; + }; + }; +} diff --git a/project_slides/main.md b/project_slides/main.md new file mode 100644 index 0000000..4ce9acb --- /dev/null +++ b/project_slides/main.md @@ -0,0 +1,237 @@ + + +### TDT 4310 - Intelligent Text Analysis Project + +#### Sorting japanese sentences by linguistic complexity + +---- + +### Overview + +1. Introduction and motivation +1. Background +1. Datasets +1. Methodology +1. Evaluation +1. Conclusion, and further work + +--- + + + + + +
+
+ + + +--- + +
+ +| JMDict | Tatoeba / Tanaka corpus | NHK Easy News | MeCab | +|--------|-------------------------|---------------|-------| +| Open source dictionary | Multilingual sentence pairs | Easy-to-read news articles | POS and morphological analyzer | +| | | | | + +
+ +
+
+ + + + +--- + +#### TF-IDF + +Extract the most meaningful words of a document + +
+ +#### Sense disambiguation + +Pinpoint which sense of the word is used, based on surrounding context and grammar. + + + +---- + +### Japanese + +
+
+ +#### Three writing systems + +| hiragana | katakana | kanji | +|----------|----------|-------| +| | | | + +
+
+
+ +

+ 10 + ページ + + 5 + 行目 + をみなさい +

+ +

+ Let's start from + (the) + fifth + line + on + page + 10 +

+ + +##### Multiple readings per kanji + +形 - katachi, kata, gyou, kei + +
+
+ +
+ +##### Furigana + + + 振 (furi) + 仮 (ga) + 名 (na) + + +
+
+
+ + + +--- + +#### Data ingestion, preprocessing and disambiguation + +
+ +##### Tanaka Corpus + +

+信用█為る(する){して}█と█彼(かれ)[01]█は|1█言う{言った} +

+ +
+ +##### NHK News Articles + +Scrape -> Extract text -> MeCab + Furigana -> Try disambiguating with POS + + + +Note: + +Disambiguation here, is not necissarily sense ambiguation, but rather disambiguating the dictionary entry. + +Could exploit the english translation to disambiguate all the way down to the word senses. + +---- + +#### TF-IDF? + +
+ +
+ +$ \text{TF-IDF} = \frac{\text{Amount of term in doc}}{\text{Amount of terms in doc}} \cdot log \frac{\text{Amount of docs}}{1 + \text{ Amount of docs containing term}} $ + +
+
+
+ +$ \text{TF-DF} = \frac{AVG(\text{Amount of term in doc})}{\text{Amount of terms in doc}} \cdot \frac{\text{ Amount of docs containing term}}{\text{Amount of docs}} $ + +
+ + + +Note: + +TF-IDF is usually used for finding out how meaningful a word is to a document. Here, we want to do the opposite. The value should have a higher score, if it is more common across several documents. + +---- + +#### Word difficulty + +| Commonness | Dialects | Kanji | Katakana | NHK rating | +|------------|----------|-------|----------|------------| +| 25% | 10 % | 25% | 15% | 25% | +| | | | | | + + + +---- + +#### Sentence difficulty + +| Word difficulty sum | Hardest word | Sentence Length | +|------------|----------|-------| +| 50% | 20 % | 30% | +| | | | + + + + +--- + +
+
+ +
+
+ +
+ + +
Evaluation
+ +---- + +
+
+ +
+
+ +
+ + +
Evaluation
+ +---- + + +
    +
    +
  • Apart from some bugs, the system seems to be working as intended
  • +
    +
    +
  • The factors should be more strongly grounded in linguistical research
  • +
    +
    +
  • Alternatively a dataset that would make it possible to evaluate the accuracy of the implementation
  • +
    +
    +
  • More data left unused.
  • +
    +
+ +
Conclusion, and further work
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margin-left: 0.2em; +} +.num-span-green > span { + color: var(--yellow2); + margin-left: 0.2em; +} +.num-span-orange > span { + color: var(--orange); + margin-left: 0.2em; +} + +/* Fetch Decode Execute*/ +.fde-table-item { + padding: 0.5em; +} + +.fde-grid { + display: grid; + grid-template-columns: repeat(8, 1fr); + column-gap: 0; + row-gap: 0; + justify-items: stretch; +} + +.fde-grid > * { + margin: 0; +} + +.fde-c2 { grid-column-start: 2; } +.fde-c3 { grid-column-start: 3; } +.fde-c4 { grid-column-start: 4; } +.fde-c5 { grid-column-start: 5; } +.fde-c6 { grid-column-start: 6; } +.fde-c7 { grid-column-start: 7; } +.fde-c8 { grid-column-start: 8; } + +.fde-r2 { grid-row-start: 2; } +.fde-r3 { grid-row-start: 3; } +.fde-r4 { grid-row-start: 4; } +.fde-r5 { grid-row-start: 5; } +.fde-r6 { grid-row-start: 6; } +.fde-r7 { grid-row-start: 7; } +.fde-r8 { grid-row-start: 8; } + +/* RGB */ +.rgb-pvv {color: #283681;} +.rgb-red {color: #FF0000;} +.rgb-gre {color: #00FF00;} +.rgb-blu {color: #0000FF;} +.rgb-cof {color: #C0FFEE;} +.rgb-whi {color: #FFFFFF;} +.rgb-bla {color: #000000;} + +/* Network diagrams */ +.prev-netdiagram { + opacity: 0.5; +} + +.net-title { + display: flex; + justify-content: center; + align-items: center; +} + +.net-title > h3 { + display: inline; + padding: 1em; +} + +/* Misc */ + +.replacable-fragment { + position: relative; + margin: auto; +} + +.replacable-fragment > div { + position:absolute; + top:0; + /* TODO: fix this properly */ + left:25%; +} + +/* footer { */ +/* position: absolute; */ +/* left: 0; */ +/* bottom: 0; */ +/* width: 100%; */ +/* background-color: grey; */ +/* color: white; */ +/* text-align: center; */ +/* } */ + +.reveal { + position: relative; + height: 100%; +} + +.slides { + position: absolute; + top: 0; + left: 0; + right: 0; + bottom: 60px; /* leave space for the footer */ + overflow: auto; +} + +footer { + position: fixed; + bottom: 0; + left: 0; + right: 0; + height: 60px; + color: grey; +} + +.grid { + display: flex; +} + +.col-9 { + flex: 9; +} + +.col-3 { + flex: 9; +} + +.row-1 { + height: 50%; + overflow: auto; +} +.row-2 { + height: 50%; + overflow: auto; +} \ No newline at end of file

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offset=-0.6, flip=True)), + ('wordsum', lambda x: x), +]: + plt.rc('font', size=33) + plt.xlim(-0.05, 1.05) + plt.ylim(-0.05, 1.05) + plt.locator_params(nbins=2) + space = np.linspace(0, 1, 1000) + p = [f(n) for n in space] # + plt.plot(space, p, linewidth=5) + plt.savefig(f"{curve_dir}/{name}.png") + plt.clf() + +plt.rc('font', size=33) +plt.xlim(-0.05, 24.05) +plt.ylim(-0.05, 1.05) +plt.locator_params(nbins=3) +space = np.linspace(0, 24, 1000) +p = [sigmoid(n, slope=1.4, max_x=24) for n in space] # +plt.plot(space, p, linewidth=5) +plt.savefig(f"{curve_dir}/sentence_length.png") diff --git a/project_slides/static/graphics/curves/kanji.png b/project_slides/static/graphics/curves/kanji.png new file mode 100644 index 0000000000000000000000000000000000000000..f5c483b1d5c6d72750b720f111c341937cc619f9 GIT binary patch literal 13412 zcmeHu_g7O}*KPn6lx_n-iWM86BAoz=h)7e4AiYR0QF;#w0v6z)A_#;cCG=i2lprVw z2mt~K5Q<3eEwn($T|4J}zx(6;{(yVNID_HdYp*rSGwYgp{ZLzt{RrO?7!1a)e*dm6 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