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--- |
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language: |
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- tl |
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library_name: transformers |
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pipeline_tag: token-classification |
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tags: |
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- language |
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- grammar |
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widget: |
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- text: "Ang bahay ay lumiliwanag na para bang may kumikislap sa bintana" |
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- text: "Naisip ko na kumain na lang tayo sa pinakasikat na restaurant sa Manila" |
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--- |
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# Model Card for Model ID |
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<!-- Provide a quick summary of what the model is/does. --> |
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This is a BERT Tagalog Base Uncased Part of Speech tagger fine-tuned model of [Jiang et. al.'s pre-trained bert-tagalog-base-uncased model](https://huggingface.co/GKLMIP/bert-tagalog-base-uncased). |
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## Model Details |
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### Model Description |
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<!-- Provide a longer summary of what this model is. --> |
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- **Developed by:** syke9p3, mnemoria, xenoxia, riakm |
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- **Shared by:** syke9p3 |
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- **Model type:** BERT Tagalog Base Uncased |
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- **Languages (NLP):** Tagalog, Filipino |
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- **Dataset:** Sagum et. al.'s annotated Tagalog Corpora based on MGNN Tagset convention. This model was trained in 800 sentences and evaluated with 200 sentences. |
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- **Finetuned from model**: [Jiang et. al.'s pre-trained bert-tagalog-base-uncased model](https://huggingface.co/GKLMIP/bert-tagalog-base-uncased) |
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## GitHub Link |
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[syke9p3/bert-tagalog-pos-tagger](https://github.com/syke9p3/bert-tagalog-pos-tagger) |
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### Tags |
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| Part of Speech | Tags | |
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|-----------------------------------------------|------| |
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| **Noun** | NNC | |
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| Common Noun | NNC | |
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| Proper Noun | NNP | |
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| Proper Noun Abbreviation | NNPA | |
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| Common Noun Abbreviation | NNCA | |
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| **Pronoun** | PR | |
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| as Subject (Palagyo)/Personal Pronouns Singular | PRS | |
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| Personal Pronouns | PRP | |
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| Possessive Subject (Paari) | PRSP | |
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| Pointing to an Object Demonstrative/(Paturol/Pamatlig) | PRO | |
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| Question/Interrogative (Pananong)/Singular | PRQ | |
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| Question/Interrogative Plural | PRQP | |
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| Location (Panlunan) | PRL | |
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| Comparison (Panulad) | PRC | |
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| Found (Pahimaton) | PRF | |
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| Indefinite | PRI | |
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| **Determiner** | DT | |
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| Determiner (Pantukoy) for Common Noun Plural | DTC | |
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| Determiner (Pantukoy) for Proper Noun | DTP | |
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| Determiner (Pantukoy) for Proper Noun Plural | DTPP | |
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| Lexical Marker | LM | |
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| Conjunctions (Pang-ugnay) | CC, CCT, CCR, CCB, CCA | |
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| Ligatures (Pang-angkop) | CCP | |
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| Preposition (Pang-ukol) | CCU | |
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| **Verb (Pandiwa)** | VB | |
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| Neutral/Infinitive | VBW | |
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| Auxiliary, Modal/Pseudo-verbs | VBS | |
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| Existential | VBH | |
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| Non-existential | VBN | |
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| Time Past (Perfective) | VBTS | |
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| Time Present (Imperfective) | VBTR | |
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| Time Future (Contemplative) | VBTF | |
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| Recent past | VBTP | |
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| Actor Focus | VBAF | |
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| Object/Goal Focus | VBOF | |
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| Benefactive Focus | VBOB | |
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| Locative Focus | VBOL | |
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| Instrumental Focus | VBOI | |
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| Referential/Measurement Focus | VBRF | |
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| **Adjective (Pang-uri)** | JJ | |
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| Describing (Panlarawan) | JJD | |
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| Used for Comparison (same level) (Pahambing Magkatulad) | JJC | |
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| Comparison Comparative (more) (Palamang) | JJCC | |
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| Comparison Superlative (most) (Pasukdol) | JJCS | |
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| Comparison Negation (not quite) (Di-Magkatulad) | JJCN | |
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| Describing Number (Pamilang) | JJN | |
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| **Adverb (Pang-Abay)** | RB | |
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| Describing “How” (Pamaraan) | RBD | |
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| Number (Panggaano/Panukat) | RBN | |
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| Conditional (Kondisyunal) | RBK | |
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| Causative (Pananhi) | RBP | |
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| Benefactive (Benepaktibo) | RBB | |
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| Referential (Pangkaukulan) | RBR | |
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| Question (Pananong) | RBQ | |
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| Agree (Panang-ayon) | RBT | |
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| Disagree (Pananggi) | RBF | |
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| Frequency (Pamanahon) | RBW | |
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| Possibility (Pang-agam) | RBM | |
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| Place (Panlunan) | RBL | |
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| Enclitics (Paningit) | RBI | |
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| Interjections (Sambitla) | RBJ | |
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| Social Formula (Pormularyong Panlipunan) | RBS | |
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|**Cardinal Number (Bilang)** | CD | |
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| Digit, Rank, Count | CDB | |
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| **Topicless (Walang Paksa)** | TS | |
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| Foreign Words | FW | |
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| **Punctuation (Pananda)** | PM | |
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| Period | PMP | |
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| Exclamation Point | PME | |
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| Question Mark | PMQ | |
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| Comma | PMC | |
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| Semi-colon | PMSC | |
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| **Symbols** | PMS | |
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| Compound Tags | \<tag1>\<tag2>...\<tagN> | | | | |
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|------------|---------------|----------|------------|------------| |
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| CCB_CCP | JJCS_VBRF_CCP | PRI_CCT | RBL_JJD | VBS_CCP | |
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| CCR_CCA | JJCS_VBTR | PRI_LM | RBL_JJD_CCP| VBTF_CCP | |
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| CCR_CCB | JJCS_VBTR_VBOF| PRL_CCP | RBL_NNC | VBTF_JJD | |
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| CCR_CCP | JJCS_VBTR_VBRF| PRL_LM | RBL_NNP | VBTF_VBAF | |
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| CCR_LM | JJCS_VBTS | PRO_CCB | RBL_NNPA | VBTF_VBOB | |
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| CCT_CCA | JJCS_VBW | PRO_CCP | RBL_NNP_NNP| VBTF_VBOF | |
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| CCT_CCP | JJC_CCB | PRO_LM | RBL_PRL | VBTF_VBOF_CCP | |
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| CCT_LM | JJC_CCP | PRP_CCB | RBM_CCP | VBTR_CCP | |
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| CCU_DTP | JJC_JJD | PRP_CCP | RBM_LM | VBTR_VBAF | |
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| CDB_CCA | JJC_PRL | PRP_LM | RBN_CCP | VBTR_VBAF_CCP | |
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| CDB_CCP | JJD_CCA | PRQ_CCP | RBP_CCP | VBTR_VBOB | |
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| CDB_LM | JJD_CCB | PRQ_LM | RBQ_CCB | VBTR_VBOF | |
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| CDB_NNC | JJD_CCP | PRSP_CCP | RBQ_CCP | VBTR_VBOF_CCP | |
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| CDB_NNC_CCP| JJD_CCT | PRS_CCB | RBQ_LM | VBTR_VBRF | |
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| JJCC_CCP | JJD_NNC | PRS_CCP | RBR_DTP | VBTR_VBRF_CCP | |
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| JJCC_JJD | JJD_NNP | PRS_LM | RBS_CCP | VBTS_CCA | |
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| JJCN_CCP | JJN_CCA | RBD_CCB | RBT_CCB | VBTS_CCP | |
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| JJCN_LM | JJN_CCB | RBD_CCP | RBT_CCP | VBTS_JJD | |
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| JJCS_CCB | JJN_CCP | RBD_LM | RBT_CCT | VBTS_LM | |
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| JJCS_CCP | JJN_NNC | RBF_CCP | RBT_LM | VBTS_VBAF | |
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| JJCS_JJC | JJN_NNC_CCP | RBF_JJD | RBW_CCA | VBTS_VBOB | |
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| JJCS_JJC_CCP| JJN_NNP | RBF_JJD_CCP | RBW_CCB | VBTS_VBOF | |
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| JJCS_JJD | NNC_CCA | RBF_LM | RBW_CCP | VBTS_VBOF_CCP | |
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| JJCS_JJD_CCB| NNC_CCB | RBF_RBW | RBW_DTP | VBTS_VBOL | |
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| JJCS_JJD_CCP| NNC_CCP | RBF_VBTR | RBW_LM | VBTS_VBRF | |
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| JJCS_JJD_NNC| NNC_LM | RBF_VBW_CCP| RBW_RBI | VBW_CCB | |
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| JJCS_JJN | NNC_PMC | RBI_CCA | VBAF_CCP | VBW_CCP | |
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| JJCS_JJN_CCP| NNP_CCA | RBI_CCP | VBH_CCB | VBW_CDB | |
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| JJCS_RBF | NNP_CCP | RBI_LM | VBH_CCP | VBW_LM | |
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| JJCS_VBAF | PRC_CCB | RBJ_CCP | VBN_CCP | | |
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| JJCS_VBAF_CCP| PRC_CCP | RBK_LM | VBOB_CCP | | |
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| JJCS_VBN_CCP| PRI_CCB | RBL_CCP |
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## Bias, Risks, and Limitations |
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This model has not been fully tested so please use with caution. |
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