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白蓝地

白蓝地

Academic Research & Writing Projects (Textual analysis and rubric-based evaluation)

China flagmacao, China

Key Skills

Software

No software listed

Top Subject Matter

NLP/LLM training data evaluation (text quality, sentiment, factuality)
LLM/RLHF-oriented text quality evaluation and feedback signals

Top Data Types

TextText

Top Task Types

RLHFRLHF

Freelancer Overview

Academic Research & Writing Projects (Textual analysis and rubric-based evaluation). Education includes Bachelor of Arts, Singapore Management University (2021). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and RLHF.

Labeling Experience

Academic Research & Writing Projects (Textual analysis and rubric-based evaluation)

TextText

Conducted systematic annotation-style evaluations of 100+ texts across diverse genres using consistent rubrics for tone, intent, sentiment, and factual accuracy. Applied and adhered to complex labeling schemas with high accuracy, demonstrating calibration to guideline constraints. Performed iterative quality checks in collaboration with peers to support inter-rater consistency analogous to annotation QA workflows. • Labeled/assessed tone, intent, sentiment, and factual accuracy • Followed structured rubrics and strict style guidelines • Supported peer-review style iterative quality and consensus checks • Ensured consistent judgments across multiple text samples

2022 - Present

Independent Research Project (AI vs human text evaluation)

TextTextRLHFRLHF

Performed comparative evaluation of AI-generated versus human-written texts by judging coherence, factual grounding, and stylistic markers. Built a multi-dimensional taxonomy for classifying writing quality, including clarity, completeness, and tone alignment, supporting consistent preference/quality labeling for evaluation settings. Produced structured assessments relevant to LLM evaluation and reinforcement-learning-style feedback workflows. • Compared AI-generated vs human-authored text quality • Evaluated coherence, factual grounding, and style • Defined a taxonomy for quality dimensions (clarity/completeness/tone) • Produced structured evaluation outputs for downstream modeling needs

2023 - 2023

Education

S

Singapore Management University

Bachelor of Arts, Writing

Bachelor of Arts
2021