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syke9p3
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bert-tagalog-base-uncased-pos-tagger

Token Classification
Transformers
PyTorch
Safetensors
Tagalog
bert
language
grammar
Inference Endpoints
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@@ -26,6 +26,123 @@ This is a BERT Tagalog Base Uncased Part of Speech tagger fine-tuned model of [J
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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 GKLMIP/bert-tagalog-base-uncased:** [https://huggingface.co/GKLMIP/bert-tagalog-base-uncased]
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  ## Bias, Risks, and Limitations
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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 GKLMIP/bert-tagalog-base-uncased:** [https://huggingface.co/GKLMIP/bert-tagalog-base-uncased]
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+ ### Tags
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+
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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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+
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+
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+ | Compound Tags | | | | |
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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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