Hacker ApprovedDepartments

Speech and Language Processing

Speech and Language Processing by Jurafsky and Martin

by Jurafsky and Martin

Shares rank 6 of 28 computer science textbooks by recommenders

Recommended as a broad introduction to speech and language processing that covers modern topics such as LLMs, transformers and embeddings.

Recommended as a broad introduction to speech and language processing that covers modern topics such as LLMs, transformers and embeddings.

7 people gave an opinion

recommend it
7
criticize it
0
approval share
100%
Each figure is one person. RecommendsCriticizes

Recommended in 3 of 13 months

  1. November 2025: recommended
  2. December 2025: recommended
  3. January 2026: not recommended
  4. February 2026: not recommended
  5. March 2026: not recommended
  6. April 2026: not recommended
  7. May 2026: not recommended
  8. June 2026: recommended
  9. July 2026: not recommended
  10. August 2026: not recommended
  11. September 2026: not recommended
  12. October 2026: not recommended
  13. November 2026: not recommended (month in progress)

Why it doesn’t carry the badge

  • 7 people recommend itNeeds 10 or more, not met.
  • Nobody criticizes itNeeds 2 to 1 or better, met.
  • Recommended in 3 of 13 monthsNeeds 4 or more, not met.

The same three rules apply to every product, and the badge can’t be bought. How the badge works

What people say about it

The reasons people give, with the number of comments that give each one. Open a reason to read what they said.

Why people recommend it

Each mark is one comment

  • Covers LLMs, transformers and embeddings

    “with chapters that deal specifically with LLMs and transformers”

    Comment from 6 Jun 2026 in “How LLMs Work”

    “which is modern and goes all the way to LLMs, embeddings etc.”

    Comment from 20 Nov 2025 in “Ask HN: How are Markov chains so different from tiny LLMs?”

Other computer science textbooks people recommend

The four most recommended other computer science textbooks, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.

Speech and Language Processing by Jurafsky and Martin compared with 4 alternatives
ProductRecommendCriticizeApprovalMonthsOwnedBadge
Structure and Interpretation of Computer Programsby Abelson and Sussman55592%12—Approved
The Art of Computer Programmingby Donald E. Knuth28682%10—Approved
Structure and Interpretation of Computer Programsby Abelson and Sussman120100%9—Approved
Quantum Computation and Quantum Informationby Nielsen and Chuang120100%3——
Speech and Language Processingby Jurafsky and MartinThis page70100%3——
See all 28 computer science textbooks, ranked

What people said

6 of the 7 comments that mention it, newest first. Each links to the original comment.

“with chapters that deal specifically with LLMs and transformers”

RecommendsComment from 6 Jun 2026 in “How LLMs Work”

“coupled with the textbook (chapters 1-13)”

RecommendsComment from 1 Jun 2026 in “CS336: Language Modeling from Scratch”

“This is the broadest introductory book for beginners and a must-read”

RecommendsComment from 15 Dec 2025 in “Speech and Language Processing (3rd ed. draft)”

“Good old Jurafsky and Martin.”

RecommendsComment from 15 Dec 2025 in “Speech and Language Processing (3rd ed. draft)”

“a better framing would be that it is _grounded_”

RecommendsComment from 15 Dec 2025 in “Speech and Language Processing (3rd ed. draft)”

“which is modern and goes all the way to LLMs, embeddings etc.”

RecommendsComment from 20 Nov 2025 in “Ask HN: How are Markov chains so different from tiny LLMs?”

Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.