Few-Shot Promptingによる係り受け解析[万葉仮名(日本書紀)]
!pip install openai
msg=[{"role":"system","content":"与えられた文をUPOSとDEPRELで係り受け解析して下さい。"},
{"role":"user","content":"飫企都鄧利軻茂豆句志磨爾和我謂禰志伊茂播和素邏珥譽能據鄧馭㔁母"},
{"role":"assistant","content":"飫企_NOUN_nmod_鄧利|都_ADP_case_飫企|鄧利_NOUN_nmod_軻茂|軻茂_NOUN_nsubj_豆句|豆句_VERB_acl_志磨|志磨_NOUN_obl_謂禰|爾_ADP_case_志磨|和_PRON_謂禰|我_ADP_case_和|謂禰_VERB_advcl_和素邏|志_AUX_aux_謂禰|伊茂_NOUN_nsubj_和素邏|播_ADP_case_伊茂|和素邏_VERB_root_和素邏|珥_AUX_aux_和素邏|譽_NOUN_nmod_據鄧馭㔁|能_ADP_case_譽|據鄧馭㔁_NOUN_obj_和素邏|母_ADP_case_據鄧馭㔁"},
{"role":"user","content":"憶企都茂播陛爾播譽戾耐母佐禰耐據茂阿黨播怒介茂譽播磨都智耐理譽"},
{"role":"assistant","content":"憶企_NOUN_nmod_茂|都_ADP_case_憶企|茂_NOUN_nsubj_譽戾|播_ADP_case_茂|陛_NOUN_obl_譽戾|爾_ADP_case_陛|播_ADP_case_陛|譽戾_VERB_advcl_阿黨播|耐母_CCONJ_mark_譽戾|佐_ADV_advmod_阿黨播|禰耐據_NOUN_obl_阿黨播|茂_ADP_case_禰耐據|阿黨播_VERB_root_阿黨播|怒_AUX_aux_阿黨播|介_ADP_mark_阿黨播|茂_ADP_mark_阿黨播|譽_PART_mark_阿黨播|播磨_NOUN_nmod_智耐理|都_ADP_case_播磨|智耐理_NOUN_vocative_阿黨播|譽_PART_case_智耐理"}
]
from openai import OpenAI
client=OpenAI(base_url="https://api.aiand.com/v1",api_key="sk-your-api-key")
nlp=lambda mdl,txt:client.chat.completions.create(model=mdl,temperature=0,messages=msg+[{"role":"user","content":txt}]).choices[0].message.content.strip()
for mdl in ["zai-org/glm-5.2","moonshotai/kimi-k2.7-code","deepseek-ai/deepseek-v4-pro","deepseek-ai/deepseek-v4-flash","qwen/qwen3.6-27b","google/gemma-4-31b-it","zai-org/glm-5.1","openai/gpt-oss-120b","moonshotai/kimi-k2.6"]:
print("###",mdl)
try:
print(nlp(mdl,"和餓勢故餓勾倍枳豫臂奈利佐瑳餓泥能區茂能於虚奈比虚豫比辭流辭毛")) # わが背子が 來べき宵なり 笹が根の 蜘蛛の行ひ 今宵知るしも
except:
print("error")
zai-org/glm-5.2
和餓_PRON_nmod_勢故|餓_ADP_case_和餓|勢故_NOUN_nsubj_豫臂奈利|餓_ADP_case_勢故|勾倍枳_VERB_advcl_豫臂奈利|豫臂奈利_VERB_advcl_辭流|佐瑳餓泥_NOUN_nmod_區茂|能_ADP_case_佐瑳餓泥|區茂_NOUN_nmod_於虚奈比|能_ADP_case_區茂|於虚奈比_NOUN_nmod_虚豫比|虚豫比_NOUN_obj_辭流|辭流_VERB_root_辭流|辭毛_AUX_aux_辭流
moonshotai/kimi-k2.7-code
error
deepseek-ai/deepseek-v4-pro
和餓勢_NOUN_nmod_故餓勾|故餓勾_NOUN_nmod_倍枳豫|倍枳豫_NOUN_nmod_臂奈利|臂奈利_NOUN_nsubj_佐瑳|佐瑳_VERB_acl_餓泥|餓泥_NOUN_obl_能區茂|能_ADP_case_餓泥|區茂_NOUN_nmod_於虚奈|於_ADP_case_區茂|虚奈_NOUN_nmod_比虚豫|比_ADP_case_虚奈|虚豫_NOUN_nmod_比辭流|比_ADP_case_虚豫|辭流_NOUN_nmod_辭毛|辭毛_NOUN_root_辭毛
deepseek-ai/deepseek-v4-flash
和_PRON_nsubj_勢故|餓_ADP_case_和|勢故_NOUN_obl_勾倍|故_ADP_case_勢故|勾倍_VERB_advcl_枳豫|枳豫_NOUN_obl_臂奈利|臂奈利_VERB_advcl_佐瑳|佐瑳_NOUN_obl_泥能|泥能_NOUN_nmod_區茂|區茂_NOUN_nsubj_虚奈比|能_ADP_case_泥能|於_ADP_case_區茂|虚奈比_VERB_advcl_虚豫比|虚奈比_NOUN_obl_虚豫比|虚豫比_VERB_advcl_辭流|辭流_VERB_advcl_辭毛|辭毛_VERB_root_辭毛
qwen/qwen3.6-27b
和餓勢故_NOUN_nmod_餓勾倍枳|餓勾_ADP_case_和餓勢故|倍枳_VERB_root_倍枳|豫臂_NOUN_nsubj_倍枳|奈利_ADP_case_豫臂|佐瑳_ADV_advmod_倍枳|餓泥_NOUN_obj_倍枳|能區_ADP_case_餓泥|茂能_PRON_nmod_餓泥|於虚_NOUN_obl_倍枳|奈比_ADP_case_於虚|虚豫_PART_case_於虚|比辭_NOUN_nmod_流辭毛|流辭_ADP_case_比辭|毛_PART_case_流辭
google/gemma-4-31b-it
和_PRON_nsubj_故|餓_ADP_case_和|勢_NOUN_nmod_故|故_VERB_advcl_勾倍|餓_ADP_case_故|勾倍_NOUN_obl_豫臂|枳_ADP_case_勾倍|豫臂_NOUN_nsubj_奈利|奈利_VERB_acl_瑳|佐_ADP_case_奈利|瑳_NOUN_obl_泥|餓_ADP_case_瑳|泥_NOUN_nsubj_區茂|能_ADP_case_泥|區茂_VERB_advcl_於虚|能_ADP_case_區茂|於虚_NOUN_nsubj_奈比|奈比_VERB_acl_虚豫|虚_ADP_case_奈比|豫比_NOUN_obl_辭流|辭_ADP_case_豫比|流_VERB_root_流|辭_NOUN_obj_流|毛_PART_case_流
zai-org/glm-5.1
和餓_PRON_nmod_勢故|勢故_NOUN_nsubj_勾倍枳|餓_ADP_case_勢故|勾倍枳_VERB_acl_豫臂|豫臂_NOUN_nsubj_奈利|奈利_AUX_cop_豫臂|佐瑳_ADV_advmod_泥|餓_ADP_case_佐瑳|泥_AUX_aux_佐瑳|能_ADP_case_泥|區茂_NOUN_nsubj_於虚奈比|能_ADP_case_區茂|於虚奈比_VERB_acl_虚豫比|虚豫比_NOUN_obl_辭流|辭流_VERB_root_辭流|辭毛_PART_discourse_辭流
openai/gpt-oss-120b
和_CCONJ_cc_餓|餓_VERB_root_0|勢_NOUN_nsubj_餓|故_ADP_advmod_餓|餓_VERB_conj_餓|勾_VERB_conj_餓|倍_NUM_nummod_勾|枳_NOUN_obj_勾|豫_ADJ_amod_枳|臂_NOUN_obj_勾|奈_ADJ_amod_臂|利_NOUN_obj_勾|佐_VERB_conj_餓|瑳_ADJ_amod_佐|餓_VERB_conj_餓|泥_NOUN_obj_餓|能_AUX_aux_餓|區_NOUN_nmod_餓|茂_ADJ_amod_區|能_AUX_aux_餓|於_ADP_case_區|虚_ADJ_nmod_於|奈_ADJ_amod_虚|比_ADP_case_虚|虚_ADJ_nmod_比|豫_ADJ_amod_虚|比_ADP_case_虚|辭_NOUN_obj_餓|流_VERB_conj_辭|辭_NOUN_obj_流|毛_NOUN_nmod_辭
moonshotai/kimi-k2.6
和_PRON_nmod_勢故|餓_ADP_case_和|勢故_NOUN_nsubj_豫臂|餓_ADP_case_勢故|勾倍_NOUN_obj_豫臂|枳_PART_mark_勾倍|豫臂_VERB_advcl_辭流|奈利_AUX_aux_豫臂|佐瑳餓_NOUN_nmod_區茂|泥_ADP_case_佐瑳餓|能_ADP_case_區茂|區茂_NOUN_nmod_於虚|能_ADP_case_於虚|於虚_NOUN_nsubj_奈比|奈比_VERB_acl_虚豫比|虚豫比_NOUN_obl_辭流|辭流_VERB_root_辭流|辭_PART_mark_辭流|毛_ADP_case_辭流