---
language:
- tl
library_name: transformers
pipeline_tag: token-classification
tags:
- language
- grammar
---
# Model Card for Model ID

<!-- Provide a quick summary of what the model is/does. -->

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).

## Model Details

### Model Description

<!-- Provide a longer summary of what this model is. -->

- **Developed by:** syke9p3, mnemoria, xenoxia, riakm
- **Shared by:** syke9p3
- **Model type:** BERT Tagalog Base Uncased
- **Languages (NLP):** Tagalog, Filipino
- **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.
- **Finetuned from model GKLMIP/bert-tagalog-base-uncased:** [https://huggingface.co/GKLMIP/bert-tagalog-base-uncased]

### Tags

  | Part of Speech                                 | Tags |
  |-----------------------------------------------|------|
  | **Noun**                                   | NNC  |
  | Common Noun                                   | NNC  |
  | Proper Noun                                   | NNP  |
  | Proper Noun Abbreviation                      | NNPA |
  | Common Noun Abbreviation                      | NNCA |
  | **Pronoun**                                       | PR   |
  | as Subject (Palagyo)/Personal Pronouns Singular | PRS  |
  | Personal Pronouns                             | PRP  |
  | Possessive Subject (Paari)                    | PRSP |
  | Pointing to an Object Demonstrative/(Paturol/Pamatlig) | PRO  |
  | Question/Interrogative (Pananong)/Singular    | PRQ  |
  | Question/Interrogative Plural                 | PRQP |
  | Location (Panlunan)                           | PRL  |
  | Comparison (Panulad)                          | PRC  |
  | Found (Pahimaton)                             | PRF  |
  | Indefinite                                    | PRI  |
  | **Determiner**       | DT   |
  | Determiner (Pantukoy) for Common Noun Plural  | DTC  |
  | Determiner (Pantukoy) for Proper Noun         | DTP  |
  | Determiner (Pantukoy) for Proper Noun Plural  | DTPP |
  | Lexical Marker                                | LM   |
  | Conjunctions (Pang-ugnay)                     | CC, CCT, CCR, CCB, CCA |
  | Ligatures (Pang-angkop)                       | CCP  |
  | Preposition (Pang-ukol)                       | CCU  |
  | **Verb (Pandiwa)**                                | VB   |
  | Neutral/Infinitive                            | VBW  |
  | Auxiliary, Modal/Pseudo-verbs                 | VBS  |
  | Existential                                  | VBH  |
  | Non-existential                              | VBN  |
  | Time Past (Perfective)                       | VBTS |
  | Time Present (Imperfective)                  | VBTR |
  | Time Future (Contemplative)                  | VBTF |
  | Recent past                                  | VBTP |
  | Actor Focus                                  | VBAF |
  | Object/Goal Focus                            | VBOF |
  | Benefactive Focus                            | VBOB |
  | Locative Focus                               | VBOL |
  | Instrumental Focus                           | VBOI |
  | Referential/Measurement Focus                | VBRF |
  | **Adjective (Pang-uri)**                         | JJ   |
  | Describing (Panlarawan)                      | JJD  |
  | Used for Comparison (same level) (Pahambing Magkatulad) | JJC  |
  | Comparison Comparative (more) (Palamang)     | JJCC |
  | Comparison Superlative (most) (Pasukdol)      | JJCS |
  | Comparison Negation (not quite) (Di-Magkatulad) | JJCN |
  | Describing Number (Pamilang)                 | JJN  |
  | **Adverb (Pang-Abay)**                           | RB   |
  | Describing “How” (Pamaraan)                  | RBD  |
  | Number (Panggaano/Panukat)                   | RBN  |
  | Conditional (Kondisyunal)                   | RBK  |
  | Causative (Pananhi)                          | RBP  |
  | Benefactive (Benepaktibo)                    | RBB  |
  | Referential (Pangkaukulan)                   | RBR  |
  | Question (Pananong)                          | RBQ  |
  | Agree (Panang-ayon)                          | RBT  |
  | Disagree (Pananggi)                          | RBF  |
  | Frequency (Pamanahon)                        | RBW  |
  | Possibility (Pang-agam)                      | RBM  |
  | Place (Panlunan)                             | RBL  |
  | Enclitics (Paningit)                         | RBI  |
  | Interjections (Sambitla)                     | RBJ  |
  | Social Formula (Pormularyong Panlipunan)     | RBS  |
  |**Cardinal Number (Bilang)**                    | CD   |
  | Digit, Rank, Count                           | CDB  |
  | **Topicless (Walang Paksa)**                     | TS   |
  | Foreign Words                                | FW   |
  | **Punctuation (Pananda)**                        | PM   |
  | Period                                       | PMP  |
  | Exclamation Point                            | PME  |
  | Question Mark                                | PMQ  |
  | Comma                                        | PMC  |
  | Semi-colon                                   | PMSC |
  | **Symbols**                                      | PMS  |
  
  
  | Compound Tags   |       |  |   |    |
  |------------|---------------|----------|------------|------------|
  | CCB_CCP    | JJCS_VBRF_CCP | PRI_CCT  | RBL_JJD    | VBS_CCP    |
  | CCR_CCA    | JJCS_VBTR     | PRI_LM   | RBL_JJD_CCP| VBTF_CCP   |
  | CCR_CCB    | JJCS_VBTR_VBOF| PRL_CCP  | RBL_NNC    | VBTF_JJD   |
  | CCR_CCP    | JJCS_VBTR_VBRF| PRL_LM   | RBL_NNP    | VBTF_VBAF  |
  | CCR_LM     | JJCS_VBTS     | PRO_CCB  | RBL_NNPA   | VBTF_VBOB  |
  | CCT_CCA    | JJCS_VBW      | PRO_CCP  | RBL_NNP_NNP| VBTF_VBOF  |
  | CCT_CCP    | JJC_CCB       | PRO_LM   | RBL_PRL    | VBTF_VBOF_CCP |
  | CCT_LM     | JJC_CCP       | PRP_CCB  | RBM_CCP    | VBTR_CCP   |
  | CCU_DTP    | JJC_JJD       | PRP_CCP  | RBM_LM     | VBTR_VBAF  |
  | CDB_CCA    | JJC_PRL       | PRP_LM   | RBN_CCP    | VBTR_VBAF_CCP |
  | CDB_CCP    | JJD_CCA       | PRQ_CCP  | RBP_CCP    | VBTR_VBOB  |
  | CDB_LM     | JJD_CCB       | PRQ_LM   | RBQ_CCB    | VBTR_VBOF  |
  | CDB_NNC    | JJD_CCP       | PRSP_CCP | RBQ_CCP    | VBTR_VBOF_CCP |
  | CDB_NNC_CCP| JJD_CCT       | PRS_CCB  | RBQ_LM     | VBTR_VBRF  |
  | JJCC_CCP   | JJD_NNC       | PRS_CCP  | RBR_DTP    | VBTR_VBRF_CCP |
  | JJCC_JJD   | JJD_NNP       | PRS_LM   | RBS_CCP    | VBTS_CCA   |
  | JJCN_CCP   | JJN_CCA       | RBD_CCB  | RBT_CCB    | VBTS_CCP   |
  | JJCN_LM    | JJN_CCB       | RBD_CCP  | RBT_CCP    | VBTS_JJD   |
  | JJCS_CCB   | JJN_CCP       | RBD_LM   | RBT_CCT    | VBTS_LM    |
  | JJCS_CCP   | JJN_NNC       | RBF_CCP  | RBT_LM     | VBTS_VBAF  |
  | JJCS_JJC   | JJN_NNC_CCP   | RBF_JJD  | RBW_CCA    | VBTS_VBOB  |
  | JJCS_JJC_CCP| JJN_NNP       | RBF_JJD_CCP | RBW_CCB    | VBTS_VBOF  |
  | JJCS_JJD   | NNC_CCA       | RBF_LM   | RBW_CCP    | VBTS_VBOF_CCP |
  | JJCS_JJD_CCB| NNC_CCB       | RBF_RBW  | RBW_DTP    | VBTS_VBOL  |
  | JJCS_JJD_CCP| NNC_CCP       | RBF_VBTR | RBW_LM     | VBTS_VBRF  |
  | JJCS_JJD_NNC| NNC_LM        | RBF_VBW_CCP| RBW_RBI    | VBW_CCB    |
  | JJCS_JJN   | NNC_PMC       | RBI_CCA  | VBAF_CCP   | VBW_CCP    |
  | JJCS_JJN_CCP| NNP_CCA       | RBI_CCP  | VBH_CCB    | VBW_CDB    |
  | JJCS_RBF   | NNP_CCP       | RBI_LM   | VBH_CCP    | VBW_LM     |
  | JJCS_VBAF  | PRC_CCB       | RBJ_CCP  | VBN_CCP    |            |
  | JJCS_VBAF_CCP| PRC_CCP      | RBK_LM   | VBOB_CCP   |            |
  | JJCS_VBN_CCP| PRI_CCB       | RBL_CCP
 




## Bias, Risks, and Limitations

This model has not been fully tested so please use with caution.