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• copilot/add-attaparse-dependency-parser
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• copilot/add-lk82-soundex
• copilot/add-ner-thai-nner-dataset
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• copilot/add-profanity-detection-thai
• copilot/add-pythainlp-braille
• copilot/add-qwen3-0-6b-model
• copilot/add-static-type-check-workflow
• copilot/add-test-suite-for-pythainlp
• copilot/add-tests-for-output-coverage
• copilot/add-thai-consonant-clusters
• copilot/add-thai-g2p-v3-to-pythainlp
• copilot/add-type-annotations-coverage
• copilot/add-type-hints-to-submodules-another-one
• copilot/add-type-hints-to-submodules-one-more-time
• copilot/add-type-hints-to-submodules-yet-again
• copilot/add-type-hints-to-tokenize
• copilot/add-typed-dicts-for-complex-dictionaries
• copilot/automate-docs-build-process
• copilot/bug-fix-pythainlp-path-manipulation
• copilot/check-distributed-operations-support
• copilot/check-docs-comments-code
• copilot/check-download-read-only-mode
• copilot/check-issue-1030-status
• copilot/check-thread-safeness-word-tokenize
• copilot/check-zip-safe-status
• copilot/cleanup-unused-code-and-docs
• copilot/exclude-words-in-translation
• copilot/fix-camembert-roberta-issue
• copilot/fix-check-marttra-bug
• copilot/fix-coverage-parser-error
• copilot/fix-db-json-creation-issue
• copilot/fix-duplicate-word-warning
• copilot/fix-inconsistent-type-hints
• copilot/fix-issue-887
• copilot/fix-job-cancellation-status
• copilot/fix-memory-usage-newmm-tokenization
• copilot/fix-mypy-issues
• copilot/fix-romanization-issues
• copilot/fix-romanize-empty-string
• copilot/fix-security-path-manipulation
• copilot/fix-str-default-parameter-usage
• copilot/fix-text-normalization-issue
• copilot/fix-thai-word-tone-detector
• copilot/fix-thai-word-tone-detector-again
• copilot/fix-thai2rom-onnx-issue
• copilot/fix-transliterator-key-error
• copilot/fix-type-hints-inconsistencies
• copilot/fix-type-hints-inconsistent
• copilot/generate-citation-from-codemeta
• copilot/identify-caching-opportunities
• copilot/identify-security-issues
• copilot/improve-corpus-test-speed
• copilot/improve-english-in-docs
• copilot/improve-pythainlp-docs
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• copilot/increase-test-coverage
• copilot/incremental-type-annotations
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• copilot/narrow-type-hints-update
• copilot/optimize-unittest-workflow
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• copilot/prepare-5-3-0-release
• copilot/reduce-dependencies-in-pythainlp
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• copilot/remove-auto-download-corpus
• copilot/remove-lekcut-insert-deepcut-onnx
• copilot/remove-star-imports
• copilot/replace-map-reduce-with-comprehension
• copilot/revert-pep604-union-types
• copilot/review-pr-changes
• copilot/scan-repository-type-hints
• copilot/scan-tests-extra-suite
• copilot/simplify-configuration-files
• copilot/tidy-code-for-consistency
• copilot/update-documentation-and-doctests
• copilot/update-python-type-hints
• copilot/update-type-hint-analyser
• copilot/update-type-hint-analyzer
• copilot/update-version-and-docs
• copilot/use-pyicu-wheels-for-tests
• copilot/validate-example-code-docstrings
• copilot/verify-type-annotations
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• copilot/verify-type-hints-annotations
• corpus-version
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• dependabot/pip/symspellpy-6.7.8
• dependabot/pip/symspellpy-6.9.0
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• dependabot/pip/torch-1.13.1
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• dependabot/pip/ufal-chu-liu-edmonds-1.0.3
• dependabot/pip/wtpsplit-1.3.0
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• deprecate-conceptnet
• dev
• display-thai-char
• docs-dep
• fix-1004
• fix-461
• fix-base-dependencies
• fix-ci-bug
• fix-corpus-utf8
• fix-deprecate-word-vec
• fix-dockerfile
• fix-etcc-dict
• fix-gensim
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• fix-karan-tcc
• fix-keybert-type
• fix-lunar-last-day
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• fix-markdown-issues
• fix-mypy-test
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• fix-symspellpy
• fix-test
• fix-thai_strftime
• fix-tokenization-benchmark
• fix-type-tests
• fix-types-test
• fix-ulmfit-redos
• fix-umlfit
• fix-update-bug
• fix/check-version-string-slice
• fix/empty-string-guards
• fix/help
• fix/metasound-algorithm
• fix/numtoword-et-rule
• fix/sent-tokenize-exception-type
• fix/test-morpheme-assertions
• fix/thai2rom-teacher-forcing
• fix/tokenize-defensive-guards
• fix/word-detokenize-empty-string
• fix/wsd-trie-ordering
• fix_docs_ci
• fixed-#609
• fixed-1055
• hotfix-bug-normalize
• improve-1
• improve-w2p
• korakot-patch-1
• limit-unittest-trigger
• limiting-unitttest
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• main
• merge-syllable-subword
• minor-tidy
• more-tests
• move-model
• nerentity
• patch-1110
• prepare-5-3-3-release
• protect-literal-eval
• pythainlp-3.0
• pyup-config
• reduce-peak-memory
• remotes/origin/add-family-names
• remotes/origin/korakot-patch-1
• remove-act-bin
• remove-clause_tokenize
• remove-code-encodings
• remove-conceptnet
• remove-deprecated-function
• remove-pickle
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• retrain-ud-pud-postag
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• rm-trailing-spaces-volubilis
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• simpify-calculate_f_year_f_dev
• start-2.4
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• start-beta1
• test-cff-generation-workflow
• test-pr-1377
• text-cleaning
• thai-ner-1-5-2
• thai-readme
• tox-pyproject
• unittest-main
• update-actions-version
• update-attacut
• update-docker-fairseq
• update-docs
• update-import
• update-import-2.2
• update-import-python-crfsuite
• update-maiyamok
• update-nlpo3-python-v1.2.2
• update-postag-docs
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• update-royin
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• v2.3.2
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• v3.0.0
• v3.0.0-beta
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• v5.1.1
• v5.1.2
• v5.2.0
• v5.2.0-beta1
• wannaphong/add-codemeta
• wannaphong/add-display-cell-tokenizer
• wannaphong/add-lcs
• wannaphong/add-misspell-command
• wannaphong/fix-custom-dict-error
• wannaphong/fix-newmm-safe
• wannaphong/fix-tokenizer

Build # 22351028125

Build Type

Pull #1295

github

Committed by web-flow

Commit Message

Merge 1ee0d5b68 into 7b3d2744d

Pull Request Pull Request #1295: Add pure Python BLEU, ROUGE, WER, and CER metrics with automatic Thai tokenization

Coverage Stats

149 of 149 new or added lines in 2 files covered. (100.0%)

107 existing lines in 3 files now uncovered.

6207 of 9496 relevant lines covered (65.36%)

0.65 hits per line