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Upload folder using huggingface_hub
Verified signature2b9b5b5
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updated train.py for ceb mode
Verified signature8049131
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feat: add counter-facts to fake verdict, fix train.py skiprows, enable oversampling for language models, suppress tqdm output
fborjc1f7d38
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Integrated pattern deviation, fixed Cebuano modeling, and added ISO Survey
fborj047e937
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feat: Implement inverted pyramid structure analysis for articles, including language detection and journalistic signal checks, and add new training and core checker modules.
fborj388aff1
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feat: Add fake news detection model training script utilizing hybrid features (TF-IDF, MiniLM, stylometric) and a core checker module, along with updated dependencies.
fborj97318f2 -
feat: enhanced bias analysis + obfuscation detection
fborjBias Analyzer (bias_analyzer.py): - Added Philippine political faction scoring: Conservative (Duterte), Admin/Right (Marcos), Liberal/Left (Leni) with 200+ faction keywords - Added unsourced claim detector (blind item / chismis signals) - Added obfuscation detector: catches delta variants (U+2206/U+0394), degree symbol substitution, leet-speak, excessive ALL-CAPS, Filipino phonetic misspells (manga/mga, panu/paano, etc.) - Removed false-positive neutral words from LEFT_LEANING_KEYWORDS (korapsyon, corruption, accountability, transparency, minimum wage) Fact Checker (fact_checker.py): - Added OBFUSCATION_PENALTY = 0.15 confidence reduction - Verdict escalates from UNVERIFIED -> SUSPICIOUS when: obfuscated + ML-says-Real + no external coverage - New misinformation type priority 0: Likely Fake Social Media Post (obfuscated + no external), Suspicious Framing (obfuscated + external) CLI Output (check_article.py): - Shows raw ML score + adjusted score when obfuscation penalty a…974a31f
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feat: bias analyzer improvements, VADER integration, LIME samples reduction
fborj4a5c963
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feat: Implement a unified fact-checking engine integrating internal ML models, external source verification, and date validation with associated data and training scripts.
fborj1b7b9bb
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added date checker because context changes over time
fborj12ebdae -
added feature
fborj2aefcc3 -
added feature extractions for more precise internal checking.
fborj6d73303