Model Card for Model ID
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.
Model Details
Model Description
- 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: Jiang et. al.'s pre-trained bert-tagalog-base-uncased model
GitHub Link
syke9p3/bert-tagalog-pos-tagger
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 โHowโ (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 | <tag1><tag2>...<tagN> | |||
---|---|---|---|---|
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.
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