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metadata
language:
  - tl
library_name: transformers
pipeline_tag: token-classification
tags:
  - language
  - grammar
widget:
  - text: Ang bahay ay lumiliwanag na para bang may kumikislap sa bintana
  - text: Naisip ko na kumain na lang tayo sa pinakasikat na restaurant sa Manila

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 “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 <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.