--- 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](https://huggingface.co/GKLMIP/bert-tagalog-base-uncased). ## 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](https://huggingface.co/GKLMIP/bert-tagalog-base-uncased) ## GitHub Link [syke9p3/bert-tagalog-pos-tagger](https://github.com/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 | \\...\ | | | | |------------|---------------|----------|------------|------------| | 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.