Update README.md

README.md

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----
-license: apache-2.0
----
+---
+license: apache-2.0
+base_model:
+- dicta-il/neodictabert
+---
+------
+license: apache-2.0
+language:
+- he
+base_model:
+- dicta-il/neodictabert
+tags:
+- multi-label-classification
+- hebrew
+- fact-checking
+- error-detection
+pipeline_tag: text-classification
+library_name: transformers
+---
+
+# Hebrew Multi-Label Error Type Classifier (Setup 2: Claim-Level)
+
+## Model Description
+
+Fine-tuned [dicta-il/neodictabert](https://huggingface.co/dicta-il/neodictabert) for multi-label classification of factual error types in Hebrew text at the claim/sentence level.
+
+**Task:** Identify specific error types in corrupted Hebrew claims  
+**Language:** Hebrew  
+**Max Context:** 3,072 tokens  
+**Granularity:** Sentence-level (individual claims)
+
+## Input/Output
+
+### Input
+- **Premise:** Original correct claim (Hebrew sentence)
+- **Hypothesis:** Corrupted/modified claim (Hebrew sentence)
+
+### Output
+Multi-label classification with probability scores for each error type. Threshold: 0.5 (probabilities ≥ 0.5 indicate presence of that error type).
+
+## Supported Error Types
+
+The model detects both **cross-language** and **Hebrew-specific** error types:
+
+### Cross-Language Errors
+- `entity_person_swap` - Swapping person names
+- `entity_location_swap` - Swapping place names
+- `entity_organization_swap` - Swapping organization names
+- `entity_date_swap` - Changing dates
+- `number_swap` - Altering numerical values
+- `measure_unit_swap` - Changing units of measurement
+- `sentence_negation` - Adding/removing negation
+
+
+### Hebrew-Specific Errors
+- `hebrew_root_pattern_confusion` - Morphological root/binyan errors
+- `morphological_connective_confusion` - Logical connector errors (שכן ↔ כך ש)
+- `verb_gender_swap` - Verb gender disagreement
+- `noun_gender_swap` - Noun/pronoun gender errors
+- `homographic_gender_errors` - Gender mismatches in homographic words (מורה, מרצה)
+- `specificity_shift_errors` - Definite article changes (ה-)
+- `construct_state_confusion` - Smichut (סמיכות) errors
+- `subject_verb_person_mismatch` - Person agreement errors
+- `verb_tense_swap` - Tense inconsistencies
+- `evidentiality_source_attribution_collapse` - Attribution removal
+- `impersonal_to_personal_verb_errors` - Voice changes (passive ↔ active)
+- `verb_template_agency_reversal` - Agency reversals (הלביש ↔ התלבש)
+- `directional_preposition_swap` - Directional errors (מ-X ל-Y ↔ מ-Y ל-X)