Rating: 8.5/10. This is an introductory textbook on compositional semantics, which uses higher order logic to represent meaning of words when combined together. This is different from lexical semantics, which is concerned with the meaning of individual words. Below are my notes. Ch1: Lexical Meaning Semantics deals with literal meaning, which excludes hidden / metaphorical…
Category: Textbooks
Exploring the German Language by Sally Johnson and Natalie Braber
Rating: 6.4/10. Not quite what I was expecting — I was looking for a linguistic overview of the German language, but this book is more like an intro linguistics textbook that uses examples from German. About 70% of the material is general linguistics knowledge (eg: explaining what’s a phoneme or morpheme or word class), only…
Naive Set Theory by Paul Halmos
Rating: 8.8/10. Brief book that introduces you to Zermelo-Fraenkel set theory. Anyone that has studied combinatorics / algebra / analysis is probably familiar with “naive set theory”, eg: union, intersection, complement, etc. But despite the book’s name, it introduces you to axiomatic set theory. The problem with naive (non-axiomatic) set theory is it allows you…
Construction Grammar and its Application to English by Martin Hilpert
Rating: 7.8/10. Ch1: Introducing Construction Grammar Traditionally, linguistic knowledge is thought of as having a lexicon and grammar component (the dictionary-and-grammar model), but construction grammar proposes that all linguistic knowledge is different constructions. The change is motivated by idiomatic expressions that are a sort of “appendix” in dictionaries. Yet we can’t represent idioms as fixed…
Fundamentals of Data Visualization by Claus O. Wilke
Rating: 8.0/10. Part 1: From Data to Visualization All figures should be reproducible from data and code, should not have to make manual adjustments in Illustrator, or you will be dissuaded from updating them, or you may forget how they’re generated. Figures may be “ugly” (aesthetically unpleasing), “bad” (unclear and confusing), or “wrong” (objectively incorrect)….
Syntax: A Generative Introduction by Andrew Carnie
Rating: 8.4/10. Ch1: Generative Grammar Generative syntax was first developed by Noam Chomsky, to try to capture what we know intuitively about syntax. Use scientific method to gather data, form hypotheses of rules, and check if they agree with native speaker judgements. Source of data can’t be solely from corpora, since these only have correct…
Linguistic Fundamentals for NLP II by Bender and Lascarides
Rating: 7.7/10. Overall an okay but not superb book. The parts about pragmatics were the least familiar to me, but the writing was poor as a lot of advanced concepts were introduced too quickly for me. Ch2: What is Meaning? One way to represent meaning is by assigning logical forms to sentences. Modal logic adds…
Fundamentals of Psycholinguistics by Fernandez and Cairns
Rating: 8.3/10. Ch1: Beginning Concepts Language has finite rules and symbols, but has infinite generation. Can think of language as a system to connect signals (acoustic, or words on a page) to meaning. This is done through phonology, morphology, syntax, etc. Linguistic competence is the knowledge of a language’s lexicon and grammar; linguistic performance is…
Four Views on Free Will by Kane, Fischer, Pereboom, and Vargas
Rating: 8.7/10. Ch1: Libertarianism (Robert Kane) Libertarianism is the view that the universe is not deterministic, and this is necessary for FW; also, FW is necessary for moral responsibility. It’s closest to laymen’s intuitions about FW. Compatibilists attack it in two ways: (1) by claiming that determinism doesn’t conflict with FW, and (2) that indeterminism…
The Lexicon: An Introduction by Elisabetta Jezek
Rating: 8.2/10. Ch1: Basic notions The lexicon is the set of words in a language, abstract object stores in our mind; a dictionary is a concrete object (printed book or electronic) that describes the lexicon. Dictionaries do not always store everything in the lexicon, either intentionally or unintentionally. A vocabulary can refer to either a…
Understanding Syntax by Maggie Tallerman
Rating: 8.5/10. Overall impression: this book gives a well-rounded overview of syntax, good for an introduction and avoids most of the more theoretical issues. It’s split about 50/50 between English constructions and examples in other languages. This is a good balance, using English examples is easier to “ground” the theory to reality, while there are…
Information Theory: A Tutorial Introduction by James V. Stone
Rating: 8.0/10. Ch1: What is Information? Information is quantified using bits, not to be confused with binary digit. A binary digit contains at most one bit of information, but may contain less (if it’s not equally likely to be 0 and 1). Ch2: Entropy of Discrete Variables Definition of entropy H(x) for discrete random variables….