Class record · ADAN · ADV

ADAN 7431

Natural Language Processing · 1 instructor on record · 6 sections

What the course score is made of

91BC evaluations6 records · weight ×1.0 · Midterm Fall 2023 – Spring 2026

—Student reviewsno reviews — does not contribute

—RateMyProfessorsno ratings — does not contribute

That is the class itself, averaged across everyone who taught it. Who taught it, and how each of them scored, is the board below — that is what a student picking a section is actually choosing between.

What the challenge rank is made of

63rdMore challenging than 63% of BC classesranked against every one we hold

93BC — “Intellectually Challenging”6 records · raw score out of 100

Boston College's own “intellectually challenging” question for this class only — students answer it positively about courses that stretched them, so it measures intellectual challenge and NOT grading, workload or quality. Almost every BC class scores high on it, which is why it is shown as a rank rather than a score.

What the workload rank is made of

93rdMore work than 93% of BC classesranked against every one we hold

80BC — “Workload”6 records · raw score out of 100

Boston College reports workload for this class only as one of five bands, not as a number of hours, and it does not publish what the bands mean — so this site will not translate it into hours. Higher means more work, which is not the same as worse.

Course Description: This course introduces students to natural language processing (NLP) concepts and methods. Students will learn how to conduct both supervised and unsupervised NLP. The course covers 1) the basics of NLP, 2) text (document) classification, 3) text summarization, 4) text similarity & clustering, 5) semantic analysis, 6) sentiment analysis, and 7) deep learning approaches (Recurrent Neural Networks and transformer-based architecture.

The only instructor on record

6 sections · nobody else has taught itFull record

Instructor	Overall	Workload	Challenge
Lawrence FultonAdvancing Studies	936 records	93rd	63rd

There is no ranking to read here: Lawrence Fulton is the only instructor with evaluation records for ADAN 7431, so the number is a record, not a position.

Also taught by Lawrence Fulton

6 other classes

Class	Instructors	Course score
ADEC 7301Data Analysis	722 records	86
ADEC 7406Predictive Analytics/Forecasting	314 records	88
ADEC 7310Data Analysis	512 records	81
ADEC 7460Predictive Analytics/Forecasting	210 records	81
ADAN 7310Data Analysis	36 records	83
ADAN 7399Computer Vision	14 records	87

Other ADAN classes

All of them

Class	Instructors	Course score
ADAN 7430ML/AI Algorithms I	421 records	80
ADAN 7320Regression Models	418 records	86
ADAN 7220Mathematical Methods for Machine Learning I	417 records	86
ADAN 7905AI/ML Software Tools and Platforms	114 records	82
ADAN 7603AI Algorithms II	113 records	64
ADAN 7310Data Analysis	36 records	83

The line

All 13 items · means across 6 records

The Professor4 items

Clearly Explains MaterialThe instructor was effective at creating an understanding of difficult subject matter.

9345th pctl

Available Outside of ClassThe instructor was available for help outside of class.

9457th pctl

Brings Out Your Best WorkThe instructor motivated me to do my best work.

9348th pctl

Sparked My InterestThe course stimulated my interest in the subject matter.

9340th pctl

The Course3 items

Well-Organized CourseThe course was well organized.

9357th pctl

Clear Learning GoalsThe learning objectives for the course were clear.

9469th pctl

Useful Beyond the CourseWhat I learned is applicable beyond this course.

9248th pctl

Assignments & Feedback3 items

Assignments Help You LearnAssignments and exams contributed to my learning.

9468th pctl

Gives Feedback PromptlyI received feedback on my work in a timely manner.

9782nd pctl

Meaningful FeedbackThe feedback I received on my work was meaningful.

9674th pctl

Workload, difficulty & attendanceNot ratings

WorkloadHow much work the course took outside class, on Boston College's five-band scale — the band boundaries are not published, so this is not a number of hours.

8093rd pctl

Intellectually ChallengingThe course was intellectually challenging.

9363rd pctl

Attendance MattersAttending class was necessary to do well in this course.

8214th pctl

Bar length is the rank against every comparable record we hold, not the raw score: BC's questions all have a median around 4.5, so a raw-scale bar would be nearly full on every row and would tell you nothing. Every bar is one ink colour — nothing here is graded green or red. The hatched bars are not ratings at all: a higher number on either describes a different course, not a better one.

Game log

6 sections · newest first

Instructor	Term	Sec	Instr	Course	Work
Lawrence Fulton	Spring 2026	02	100	100	—
Lawrence Fulton	Fall 2025	01	89	89	60
Lawrence Fulton	Spring 2025	02	73	80	—
Lawrence Fulton	Fall 2024	01	100	100	100
Lawrence Fulton	Spring 2024	02	100	92	—
Lawrence Fulton	Midterm Fall 2023	01	95	85	80

How to read this boardInstructors are ranked on their record in this class only, never on their average across everything they teach. Scores are out of 100 — Boston College's 1–5 agreement scale, ×20, the way these numbers were printed for years. Workload is BC's own five-band figure, not a number of hours, and is shown as a rank. A dash means the question was not reported, and is never a zero.