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She is not a good professor.\",\"course_id\":\"ASIALANG 125\",\"date\":\"2020-11-18 15:45:15 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"fdf2b9f2e15593a6ff2c1272\",\"instructor_id\":\"rmp:1882392\",\"instructor_name\":\"Choua Lee\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzODQwMDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\"},{\"comment\":\"Grading system is unclear I'm Hmong myself but can't spell and speak it well She teaches this super fast and it was hard to catch on, u have to study a lot but not a lot of hw. Quizes are ok bc they're short but exams are hard bc u have to remember a lot. A bit unorganized and ends class late often. NOT AN EASY A but enjoyed it. 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Quizes are ok bc they're short but exams are hard bc u have to remember a lot. A bit unorganized and ends class late often. NOT AN EASY A but enjoyed it. She's understanding\",\"course_id\":\"ASIALANG 125\",\"date\":\"2021-01-18 18:25:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"56b6e625decd9c55bf871c11\",\"instructor_id\":\"rmp:1882392\",\"instructor_name\":\"Choua Lee\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM0Mjg5Njk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\"},{\"comment\":\"Professor Choua is an amazing professor. PLEASE KNOW A LITTLE HMONG. You will be stuck on many things if you do not know much on reading or writing Hmong. She goes through the information quickly, attendance is a grade, and go to her office hours if youre stuck. 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Lots of info, but just study and her grading is lenient. you'll be called on too hehe.\",\"course_id\":\"ASIALANG 125\",\"date\":\"2023-11-15 02:46:54 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e58f946c1bed9a67cc2933c9\",\"instructor_id\":\"rmp:1882392\",\"instructor_name\":\"Choua Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MzkzNzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\"}],\"evidence_count\":2,\"review_ids\":[\"56b6e625decd9c55bf871c11\",\"e58f946c1bed9a67cc2933c9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1882392\",\"name\":\"Choua Lee\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:1882392\",\"summary\":\"Reviews describe Choua Lee's grading as unclear or lenient, with exams requiring significant memorization despite shorter quizzes.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Grading system is unclear I'm Hmong myself but can't spell and speak it well She teaches this super fast and it was hard to catch on, u have to study a lot but not a lot of hw. Quizes are ok bc they're short but exams are hard bc u have to remember a lot. A bit unorganized and ends class late often. NOT AN EASY A but enjoyed it. She's understanding\",\"course_id\":\"ASIALANG 125\",\"date\":\"2021-01-18 18:25:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"56b6e625decd9c55bf871c11\",\"instructor_id\":\"rmp:1882392\",\"instructor_name\":\"Choua Lee\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM0Mjg5Njk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\"},{\"comment\":\"Professor Choua is an amazing professor. PLEASE KNOW A LITTLE HMONG. You will be stuck on many things if you do not know much on reading or writing Hmong. She goes through the information quickly, attendance is a grade, and go to her office hours if youre stuck. Lots of info, but just study and her grading is lenient. you'll be called on too hehe.\",\"course_id\":\"ASIALANG 125\",\"date\":\"2023-11-15 02:46:54 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e58f946c1bed9a67cc2933c9\",\"instructor_id\":\"rmp:1882392\",\"instructor_name\":\"Choua Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MzkzNzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\"}],\"evidence_count\":2,\"review_ids\":[\"56b6e625decd9c55bf871c11\",\"e58f946c1bed9a67cc2933c9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1882392\",\"name\":\"Choua Lee\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2021\"},\"sentiment\":\"neutral\",\"subject_instructor_id\":\"rmp:1882392\",\"summary\":\"Students note that Choua Lee assigns not a lot of homework but requires studying a lot of information quickly.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_8894ceec3e64aef34df35445","course_id":"ASIALANG 125","catalog_version_id":"efcf457c4e4f797d6b9bb8aad847953b5c40d81af5c629a61ca8be2484db30a1","record_version_id":"72175fbe9569809f9dd10e3a7c9610e81a33afc600bcec1f9203b7275cfb4d2e","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d524b099f1c286ac96aa604553b3f87a793db05d8cb3111c4eabb4f2c71786dc","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_8894ceec3e64aef34df35445","course_id":"ASIALANG 125","catalog_version_id":"efcf457c4e4f797d6b9bb8aad847953b5c40d81af5c629a61ca8be2484db30a1","record_version_id":"72175fbe9569809f9dd10e3a7c9610e81a33afc600bcec1f9203b7275cfb4d2e","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d524b099f1c286ac96aa604553b3f87a793db05d8cb3111c4eabb4f2c71786dc","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"Hmong language basics\",\"elementary Hmong course\",\"Hmong listening speaking reading writing\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ASIALANG 125\",\"field\":\"description\",\"quote\":\"Proficiency at the elementary level in listening, speaking, reading and writing\"}],\"text\":\"Elementary proficiency in Hmong listening, speaking, reading, and writing\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ASIALANG 125\",\"field\":\"title\",\"quote\":\"FIRST SEMESTER HMONG\"},{\"course_id\":\"ASIALANG 125\",\"field\":\"description\",\"quote\":\"Proficiency at the elementary level in listening, speaking, reading and writing, using communicative approaches\"}],\"text\":\"First Semester Hmong teaches elementary proficiency in listening, speaking, reading, and writing using communicative approaches.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ASIALANG 125\",\"field\":\"title\",\"quote\":\"FIRST SEMESTER HMONG\"}],\"text\":\"Hmong language and culture\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_8894ceec3e64aef34df35445","course_id":"ASIALANG 125","catalog_version_id":"efcf457c4e4f797d6b9bb8aad847953b5c40d81af5c629a61ca8be2484db30a1","record_version_id":"72175fbe9569809f9dd10e3a7c9610e81a33afc600bcec1f9203b7275cfb4d2e","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d524b099f1c286ac96aa604553b3f87a793db05d8cb3111c4eabb4f2c71786dc","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"DONT TAKE THIS CLASS. SAVE YOURSELF. Professor Choua does not teach you at all. If you have no prior Hmong experience, you will struggle. She is not a good professor.\",\"course_id\":\"ASIALANG 125\",\"date\":\"2020-11-18 15:45:15 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"fdf2b9f2e15593a6ff2c1272\",\"instructor_id\":\"rmp:1882392\",\"instructor_name\":\"Choua Lee\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzODQwMDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\"},{\"comment\":\"Grading system is unclear I'm Hmong myself but can't spell and speak it well She teaches this super fast and it was hard to catch on, u have to study a lot but not a lot of hw. Quizes are ok bc they're short but exams are hard bc u have to remember a lot. A bit unorganized and ends class late often. NOT AN EASY A but enjoyed it. She's understanding\",\"course_id\":\"ASIALANG 125\",\"date\":\"2021-01-18 18:25:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"56b6e625decd9c55bf871c11\",\"instructor_id\":\"rmp:1882392\",\"instructor_name\":\"Choua Lee\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM0Mjg5Njk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\"},{\"comment\":\"Professor Choua is an amazing professor. PLEASE KNOW A LITTLE HMONG. You will be stuck on many things if you do not know much on reading or writing Hmong. She goes through the information quickly, attendance is a grade, and go to her office hours if youre stuck. Lots of info, but just study and her grading is lenient. you'll be called on too hehe.\",\"course_id\":\"ASIALANG 125\",\"date\":\"2023-11-15 02:46:54 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e58f946c1bed9a67cc2933c9\",\"instructor_id\":\"rmp:1882392\",\"instructor_name\":\"Choua Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MzkzNzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\"},{\"comment\":\"She's the greatest of all time. She's clearly extremely passionate about teaching not only Hmong, but the traditions instilled in the language for generations. She's also very caring and works to build relationships with all her students. It's clear she loves what she does.\",\"course_id\":\"ASIALANG 125\",\"date\":\"2025-04-08 04:18:11 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"2625c8abca9e7f78195118a7\",\"instructor_id\":\"rmp:1882392\",\"instructor_name\":\"Choua Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwODkwNjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\"}],\"evidence_count\":4,\"review_ids\":[\"fdf2b9f2e15593a6ff2c1272\",\"56b6e625decd9c55bf871c11\",\"e58f946c1bed9a67cc2933c9\",\"2625c8abca9e7f78195118a7\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1882392\",\"name\":\"Choua Lee\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2020\"},\"sentiment\":\"mixed\",\"summary\":\"Students report mixed experiences with teaching clarity; some find the pace too fast and the grading unclear, while others appreciate the professor's passion and leniency.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Grading system is unclear I'm Hmong myself but can't spell and speak it well She teaches this super fast and it was hard to catch on, u have to study a lot but not a lot of hw. Quizes are ok bc they're short but exams are hard bc u have to remember a lot. A bit unorganized and ends class late often. NOT AN EASY A but enjoyed it. She's understanding\",\"course_id\":\"ASIALANG 125\",\"date\":\"2021-01-18 18:25:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"56b6e625decd9c55bf871c11\",\"instructor_id\":\"rmp:1882392\",\"instructor_name\":\"Choua Lee\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM0Mjg5Njk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\"},{\"comment\":\"Professor Choua is an amazing professor. PLEASE KNOW A LITTLE HMONG. You will be stuck on many things if you do not know much on reading or writing Hmong. She goes through the information quickly, attendance is a grade, and go to her office hours if youre stuck. Lots of info, but just study and her grading is lenient. you'll be called on too hehe.\",\"course_id\":\"ASIALANG 125\",\"date\":\"2023-11-15 02:46:54 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e58f946c1bed9a67cc2933c9\",\"instructor_id\":\"rmp:1882392\",\"instructor_name\":\"Choua Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MzkzNzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\"}],\"evidence_count\":2,\"review_ids\":[\"56b6e625decd9c55bf871c11\",\"e58f946c1bed9a67cc2933c9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1882392\",\"name\":\"Choua Lee\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is described as requiring significant self-study due to fast pacing and high volume of information, though homework is light and exams are challenging.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"DONT TAKE THIS CLASS. SAVE YOURSELF. Professor Choua does not teach you at all. If you have no prior Hmong experience, you will struggle. She is not a good professor.\",\"course_id\":\"ASIALANG 125\",\"date\":\"2020-11-18 15:45:15 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"fdf2b9f2e15593a6ff2c1272\",\"instructor_id\":\"rmp:1882392\",\"instructor_name\":\"Choua Lee\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzODQwMDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\"},{\"comment\":\"Grading system is unclear I'm Hmong myself but can't spell and speak it well She teaches this super fast and it was hard to catch on, u have to study a lot but not a lot of hw. Quizes are ok bc they're short but exams are hard bc u have to remember a lot. A bit unorganized and ends class late often. NOT AN EASY A but enjoyed it. She's understanding\",\"course_id\":\"ASIALANG 125\",\"date\":\"2021-01-18 18:25:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"56b6e625decd9c55bf871c11\",\"instructor_id\":\"rmp:1882392\",\"instructor_name\":\"Choua Lee\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM0Mjg5Njk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\"},{\"comment\":\"Professor Choua is an amazing professor. PLEASE KNOW A LITTLE HMONG. You will be stuck on many things if you do not know much on reading or writing Hmong. She goes through the information quickly, attendance is a grade, and go to her office hours if youre stuck. Lots of info, but just study and her grading is lenient. you'll be called on too hehe.\",\"course_id\":\"ASIALANG 125\",\"date\":\"2023-11-15 02:46:54 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e58f946c1bed9a67cc2933c9\",\"instructor_id\":\"rmp:1882392\",\"instructor_name\":\"Choua Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MzkzNzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\"},{\"comment\":\"She's the greatest of all time. She's clearly extremely passionate about teaching not only Hmong, but the traditions instilled in the language for generations. She's also very caring and works to build relationships with all her students. It's clear she loves what she does.\",\"course_id\":\"ASIALANG 125\",\"date\":\"2025-04-08 04:18:11 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"2625c8abca9e7f78195118a7\",\"instructor_id\":\"rmp:1882392\",\"instructor_name\":\"Choua Lee\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwODkwNjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\"}],\"evidence_count\":4,\"review_ids\":[\"fdf2b9f2e15593a6ff2c1272\",\"56b6e625decd9c55bf871c11\",\"e58f946c1bed9a67cc2933c9\",\"2625c8abca9e7f78195118a7\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1882392\",\"name\":\"Choua Lee\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2020\"},\"sentiment\":\"mixed\",\"summary\":\"Overall sentiment is mixed; while some students struggle with the lack of prior knowledge and fast pace, others find the professor amazing and caring.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_8894ceec3e64aef34df35445","course_id":"ASIALANG 125","catalog_version_id":"efcf457c4e4f797d6b9bb8aad847953b5c40d81af5c629a61ca8be2484db30a1","record_version_id":"72175fbe9569809f9dd10e3a7c9610e81a33afc600bcec1f9203b7275cfb4d2e","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d524b099f1c286ac96aa604553b3f87a793db05d8cb3111c4eabb4f2c71786dc","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"0a1d8eb9b942a565bd514db904d40c4645041ff3c9c87124eaad3351b555d67f\",\"course_id\":\"ASIALANG 125\",\"current_instructors\":[{\"instructor_uid\":\"instructor_f5daf37ba75df88798bd2547\",\"message\":null,\"name\":\"Choua Lee\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:1882392\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Choua Lee\",\"review_date\":\"2020-11-18 15:45:15 +0000 UTC\",\"review_id\":\"fdf2b9f2e15593a6ff2c1272\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1882392\",\"source_review_id\":\"UmF0aW5nLTMzODQwMDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\",\"type\":\"review\"},{\"instructor_name\":\"Choua Lee\",\"review_date\":\"2021-01-18 18:25:12 +0000 UTC\",\"review_id\":\"56b6e625decd9c55bf871c11\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1882392\",\"source_review_id\":\"UmF0aW5nLTM0Mjg5Njk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\",\"type\":\"review\"},{\"instructor_name\":\"Choua Lee\",\"review_date\":\"2023-11-15 02:46:54 +0000 UTC\",\"review_id\":\"e58f946c1bed9a67cc2933c9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1882392\",\"source_review_id\":\"UmF0aW5nLTM4MzkzNzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\",\"type\":\"review\"},{\"instructor_name\":\"Choua Lee\",\"review_date\":\"2025-04-08 04:18:11 +0000 UTC\",\"review_id\":\"2625c8abca9e7f78195118a7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1882392\",\"source_review_id\":\"UmF0aW5nLTQwODkwNjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\",\"type\":\"review\"}],\"text\":\"Choua Lee receives polarized reviews regarding her teaching of ASIALANG 125. Some students find her unclear and fast-paced, warning that prior Hmong knowledge is essential, while others praise her passion and lenient grading. Disagreement exists on whether the course is difficult or manageable with study.\"},{\"citations\":[{\"course_id\":\"ASIALANG 125\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"source_record\":{\"entity_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ASIALANG 125\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"source_record\":{\"entity_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ASIALANG 125\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"source_record\":{\"entity_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.76 GPA, 88.2% A/AB (n=17 letter grades); Fall 2024: 3.82 GPA, 90.9% A/AB (n=11 letter grades); Fall 2025: 3.94 GPA, 93.8% A/AB (n=16 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Choua Lee\",\"review_date\":\"2021-01-18 18:25:12 +0000 UTC\",\"review_id\":\"56b6e625decd9c55bf871c11\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1882392\",\"source_review_id\":\"UmF0aW5nLTM0Mjg5Njk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\",\"type\":\"review\"},{\"instructor_name\":\"Choua Lee\",\"review_date\":\"2023-11-15 02:46:54 +0000 UTC\",\"review_id\":\"e58f946c1bed9a67cc2933c9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1882392\",\"source_review_id\":\"UmF0aW5nLTM4MzkzNzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\",\"type\":\"review\"}],\"text\":\"The course moves quickly, requiring significant self-study despite low homework volume. Exams are difficult due to high memorization demands, and attendance impacts grades.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Choua Lee\",\"review_date\":\"2020-11-18 15:45:15 +0000 UTC\",\"review_id\":\"fdf2b9f2e15593a6ff2c1272\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1882392\",\"source_review_id\":\"UmF0aW5nLTMzODQwMDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\",\"type\":\"review\"},{\"instructor_name\":\"Choua Lee\",\"review_date\":\"2021-01-18 18:25:12 +0000 UTC\",\"review_id\":\"56b6e625decd9c55bf871c11\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1882392\",\"source_review_id\":\"UmF0aW5nLTM0Mjg5Njk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\",\"type\":\"review\"},{\"instructor_name\":\"Choua Lee\",\"review_date\":\"2023-11-15 02:46:54 +0000 UTC\",\"review_id\":\"e58f946c1bed9a67cc2933c9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1882392\",\"source_review_id\":\"UmF0aW5nLTM4MzkzNzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\",\"type\":\"review\"},{\"instructor_name\":\"Choua Lee\",\"review_date\":\"2025-04-08 04:18:11 +0000 UTC\",\"review_id\":\"2625c8abca9e7f78195118a7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1882392\",\"source_review_id\":\"UmF0aW5nLTQwODkwNjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\",\"type\":\"review\"}],\"text\":\"Reviews for Professor Choua Lee are polarized, ranging from harsh criticism of her teaching to high praise for her passion and leniency. Success appears heavily dependent on prior Hmong language knowledge and independent study.\"},{\"citations\":[{\"course_id\":\"ASIALANG 125\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ASIALANG 125\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ASIALANG 125\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.76 GPA, 88.2% A/AB (n=17 letter grades); Fall 2024: 3.82 GPA, 90.9% A/AB (n=11 letter grades); Fall 2025: 3.94 GPA, 93.8% A/AB (n=16 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Choua Lee\",\"review_date\":\"2020-11-18 15:45:15 +0000 UTC\",\"review_id\":\"fdf2b9f2e15593a6ff2c1272\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1882392\",\"source_review_id\":\"UmF0aW5nLTMzODQwMDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\",\"type\":\"review\"},{\"instructor_name\":\"Choua Lee\",\"review_date\":\"2023-11-15 02:46:54 +0000 UTC\",\"review_id\":\"e58f946c1bed9a67cc2933c9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1882392\",\"source_review_id\":\"UmF0aW5nLTM4MzkzNzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\",\"type\":\"review\"},{\"instructor_name\":\"Choua Lee\",\"review_date\":\"2025-04-08 04:18:11 +0000 UTC\",\"review_id\":\"2625c8abca9e7f78195118a7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1882392\",\"source_review_id\":\"UmF0aW5nLTQwODkwNjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1882392\",\"type\":\"review\"}],\"text\":\"Students without prior Hmong experience report struggling significantly. Conversely, others find the professor caring and passionate, noting that attending office hours helps manage the fast pace.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ASIALANG 125\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"source_record\":{\"entity_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ASIALANG 125\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"source_record\":{\"entity_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ASIALANG 125\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"source_record\":{\"entity_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ASIALANG 125\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"source_record\":{\"entity_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ASIALANG 125\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"source_record\":{\"entity_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ASIALANG 125\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"source_record\":{\"entity_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ASIALANG 125\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"source_record\":{\"entity_id\":\"5e000732-5324-373e-951d-5050d3c825f8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"CHOUA LEE is recorded teaching in Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]