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Core optimizations (refer to arXiv:2510.09722): 1. PDF text fusion: Metadata + OCR dual-path extraction and fusion 2. Page-aware reconstruction: YOLOv10 page segmentation + hierarchical sorting + line number indexing 3. Parallel task decomposition: Basic information/work experience/educational background three-way parallel LLM extraction 4. Index pointer mechanism: LLM returns a range of line numbers instead of generating the full text, reducing the illusion of full text. --------- Co-authored-by: Aron.Yao <yaowei@yaoweideMacBook-Pro.local> Co-authored-by: Aron.Yao <yaowei@192.168.1.68> Co-authored-by: Yingfeng <yingfeng.zhang@gmail.com>
39 lines
1.4 KiB
Markdown
39 lines
1.4 KiB
Markdown
Please extract basic information from the following line-indexed resume text.
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{indexed_text}
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Extract the following information into JSON. If a field does not exist, output "" or 0:
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{{
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"name_kwd": "",
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"gender_kwd": "",
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"age_int": 0,
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"phone_kwd": "",
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"email_tks": "",
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"birth_dt": "",
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"work_exp_flt": 0,
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"current_location": "",
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"expect_city_names_tks": [],
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"expect_position_name_tks": [],
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"skill_tks": [],
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"language_tks": [],
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"certificate_tks": [],
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"self_evaluation_tks": ""
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}}
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Field descriptions:
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- name_kwd: Full name, e.g. "John Smith"
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- gender_kwd: Male/Female, leave empty if not present
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- age_int: Current age, integer
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- phone_kwd: Phone number, keep original format including country code and brackets
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- email_tks: Email address, e.g. "xxx@gmail.com"
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- birth_dt: Date of birth, e.g. "1996-11"
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- work_exp_flt: Years of work experience, float
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- current_location: Current city/location, do not infer from work experience, must be explicitly stated
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- expect_city_names_tks: List of preferred work cities, must be explicitly stated in the resume
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- expect_position_name_tks: List of desired positions
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- skill_tks: List of skills/tech stack
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- language_tks: List of language proficiencies
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- certificate_tks: List of certificates/qualifications
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- self_evaluation_tks: Self-evaluation/personal strengths/summary, extract full original text
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Return JSON only. /no_think |