Introduction to Semantic Theory Definite descriptions and modification

Similar documents
Syntax Parsing 1. Grammars and parsing 2. Top-down and bottom-up parsing 3. Chart parsers 4. Bottom-up chart parsing 5. The Earley Algorithm

Chapter 4: Valence & Agreement CSLI Publications

Proof Theory for Syntacticians

Compositional Semantics

Parsing of part-of-speech tagged Assamese Texts

Types and Lexical Semantics

Inleiding Taalkunde. Docent: Paola Monachesi. Blok 4, 2001/ Syntax 2. 2 Phrases and constituent structure 2. 3 A minigrammar of Italian 3

Introduction to HPSG. Introduction. Historical Overview. The HPSG architecture. Signature. Linguistic Objects. Descriptions.

Dual Content Semantics, privative adjectives, and dynamic compositionality

CS 598 Natural Language Processing

Part III: Semantics. Notes on Natural Language Processing. Chia-Ping Chen

Developing a TT-MCTAG for German with an RCG-based Parser

Argument structure and theta roles

Control and Boundedness

The semantics of case *

Some Principles of Automated Natural Language Information Extraction

The subject of adjectives: Syntactic position and semantic interpretation

Enhancing Unlexicalized Parsing Performance using a Wide Coverage Lexicon, Fuzzy Tag-set Mapping, and EM-HMM-based Lexical Probabilities

Informatics 2A: Language Complexity and the. Inf2A: Chomsky Hierarchy

A Minimalist Approach to Code-Switching. In the field of linguistics, the topic of bilingualism is a broad one. There are many

Context Free Grammars. Many slides from Michael Collins

Constraining X-Bar: Theta Theory

Natural Language Processing. George Konidaris

ENGBG1 ENGBL1 Campus Linguistics. Meeting 2. Chapter 7 (Morphology) and chapter 9 (Syntax) Pia Sundqvist

An Introduction to the Minimalist Program

Basic Syntax. Doug Arnold We review some basic grammatical ideas and terminology, and look at some common constructions in English.

Derivational: Inflectional: In a fit of rage the soldiers attacked them both that week, but lost the fight.

Focusing bound pronouns

Basic Parsing with Context-Free Grammars. Some slides adapted from Julia Hirschberg and Dan Jurafsky 1

Minimalism is the name of the predominant approach in generative linguistics today. It was first

A Computational Evaluation of Case-Assignment Algorithms

Prediction of Maximal Projection for Semantic Role Labeling

11/29/2010. Statistical Parsing. Statistical Parsing. Simple PCFG for ATIS English. Syntactic Disambiguation

Case government vs Case agreement: modelling Modern Greek case attraction phenomena in LFG

Construction Grammar. University of Jena.

a) analyse sentences, so you know what s going on and how to use that information to help you find the answer.

Syntactic systematicity in sentence processing with a recurrent self-organizing network

CAAP. Content Analysis Report. Sample College. Institution Code: 9011 Institution Type: 4-Year Subgroup: none Test Date: Spring 2011

Grammars & Parsing, Part 1:

Pseudo-Passives as Adjectival Passives

Teacher: Mlle PERCHE Maeva High School: Lycée Charles Poncet, Cluses (74) Level: Seconde i.e year old students

Derivational and Inflectional Morphemes in Pak-Pak Language

The presence of interpretable but ungrammatical sentences corresponds to mismatches between interpretive and productive parsing.

Coercion in a general theory of argument selection*

Using dialogue context to improve parsing performance in dialogue systems

AQUA: An Ontology-Driven Question Answering System

Language Acquisition Fall 2010/Winter Lexical Categories. Afra Alishahi, Heiner Drenhaus

Update on Soar-based language processing

Citation for published version (APA): Veenstra, M. J. A. (1998). Formalizing the minimalist program Groningen: s.n.

1/20 idea. We ll spend an extra hour on 1/21. based on assigned readings. so you ll be ready to discuss them in class

Intra-talker Variation: Audience Design Factors Affecting Lexical Selections

Ontologies vs. classification systems

Underlying and Surface Grammatical Relations in Greek consider

Aspectual Classes of Verb Phrases

Visual CP Representation of Knowledge

Type Theory and Universal Grammar

Tibor Kiss Reconstituting Grammar: Hagit Borer's Exoskeletal Syntax 1

Improved Effects of Word-Retrieval Treatments Subsequent to Addition of the Orthographic Form

Chunk Parsing for Base Noun Phrases using Regular Expressions. Let s first let the variable s0 be the sentence tree of the first sentence.

Unit: Human Impact Differentiated (Tiered) Task How Does Human Activity Impact Soil Erosion?

THE SHORT ANSWER: IMPLICATIONS FOR DIRECT COMPOSITIONALITY (AND VICE VERSA) Pauline Jacobson. Brown University

Objectives. Chapter 2: The Representation of Knowledge. Expert Systems: Principles and Programming, Fourth Edition

Edexcel GCSE. Statistics 1389 Paper 1H. June Mark Scheme. Statistics Edexcel GCSE

Phenomena of gender attraction in Polish *

Leveraging Sentiment to Compute Word Similarity

Organizing Comprehensive Literacy Assessment: How to Get Started

"f TOPIC =T COMP COMP... OBJ

AN EXPERIMENTAL APPROACH TO NEW AND OLD INFORMATION IN TURKISH LOCATIVES AND EXISTENTIALS

Lip reading: Japanese vowel recognition by tracking temporal changes of lip shape

The Strong Minimalist Thesis and Bounded Optimality

Type-driven semantic interpretation and feature dependencies in R-LFG

Words come in categories

Modeling Attachment Decisions with a Probabilistic Parser: The Case of Head Final Structures

LTAG-spinal and the Treebank

Lecture 10: Reinforcement Learning

Chapter 3: Semi-lexical categories. nor truly functional. As Corver and van Riemsdijk rightly point out, There is more

Morphosyntactic and Referential Cues to the Identification of Generic Statements

Universal Grammar 2. Universal Grammar 1. Forms and functions 1. Universal Grammar 3. Conceptual and surface structure of complex clauses

A Framework for Customizable Generation of Hypertext Presentations

Spring 2016 Stony Brook University Instructor: Dr. Paul Fodor

Unit 8 Pronoun References

The Syntax of Inner Aspect

Beyond the Pipeline: Discrete Optimization in NLP

Today we examine the distribution of infinitival clauses, which can be

Target Language Preposition Selection an Experiment with Transformation-Based Learning and Aligned Bilingual Data

Language Acquisition by Identical vs. Fraternal SLI Twins * Karin Stromswold & Jay I. Rifkin

TABLE OF CONTENTS TABLE OF CONTENTS COVER PAGE HALAMAN PENGESAHAN PERNYATAAN NASKAH SOAL TUGAS AKHIR ACKNOWLEDGEMENT FOREWORD

Instructor: Mario D. Garrett, Ph.D. Phone: Office: Hepner Hall (HH) 100

The Interface between Phrasal and Functional Constraints

An Empirical and Computational Test of Linguistic Relativity

LING 329 : MORPHOLOGY

Artificial Neural Networks written examination

2.1 The Theory of Semantic Fields

In search of ambiguity

An Interactive Intelligent Language Tutor Over The Internet

Probabilistic Latent Semantic Analysis

Lecture 1: Machine Learning Basics

Segmented Discourse Representation Theory. Dynamic Semantics with Discourse Structure

Copyright 2017 DataWORKS Educational Research. All rights reserved.

Which verb classes and why? Research questions: Semantic Basis Hypothesis (SBH) What verb classes? Why the truth of the SBH matters

Transcription:

Introduction to Semantic Theory Definite descriptions and modification Class: June 8, 2016

Recap and aim Connecting back to the previous lecture Central result: extension to multi-step derivations; introduction of the central strategy of semantic research Strategy to analyze a new expression α: Given an LF that contains α as the only unknown expression, determine the type that α should have. Think about the intuitive semantic contribution of α in that sentence (and other examples). This step cannot be done mechanically it requires sprachgefühl, which can only be trained by thinking about the meaning of words. Does the proposed type fit with the intuitive meaning? If yes, great! If not, there s troublesome work ahead. Assuming that the type is okay, formulate a proposal for the extension of α that is of the required type.

Recap and aim Aim for today The aim for today: to derive the extension of the and to introduce a first empirical problem for our system nominal modification While the definite article can still be analyzed with our system, a closer look at attributive (and predicative) adjectives reveals an empirical problem. We will see: the problem posed by simple adjective-noun combinations can be solved in two different ways, which will put us in the position to choose one or the other. Consequence: After comparing the two proposals, we will be in the position to choose to adopt a new derivation rule predicate modification (PM).

The extension of the The type of the definite article Use the methodological strategy outlined in the recap to derive a proposal for the extension of the definite article! Step 1: Determine which type the should have given a sentence in which only the is an unknown expression in terms of semantic types. VP DP D NP the boy V sleeps

The extension of the The type of the definite article Use the methodological strategy outlined in the recap to derive a proposal for the extension of the definite article! Step 1: Determine which type the should have given a sentence in which only the is an unknown expression in terms of semantic types. VP t D the DP NP e,t boy e,t V e,t sleeps e,t

The extension of the The type of the definite article Use the methodological strategy outlined in the recap to derive a proposal for the extension of the definite article! Step 1: Determine which type the should have given a sentence in which only the is an unknown expression in terms of semantic types. VP t D the DP e NP e,t boy e,t V e,t sleeps e,t

The extension of the The type of the definite article Use the methodological strategy outlined in the recap to derive a proposal for the extension of the definite article! Step 1: Determine which type the should have given a sentence in which only the is an unknown expression in terms of semantic types. VP t DP e V e,t D e,t,e NP e,t sleeps e,t the e,t,e boy e,t

The extension of the Intuitively: the contribution of the Step 2: Think about, intuitively, what the contribution of the definite article is. Compare the following pairs: (1) a. dog the dog (The dog barks.) b. boy the boy (The boy sleeps.) What is the extension of the bare nouns? What is the extension of the full DP? What does this mean for the?

The extension of the Check: proposed type vs. intuition Step 3: Does you intuition fit with the proposed type? Proposed type: e, t, e ; a function that takes something that is a one-place predicate and returnes something that is an individual Intuitive contribution: Definite descriptions (i.e., the + NP ) denote an individual that can be correctly described with the noun and that is unique. Everything that is not contributed by the noun, must be contributed by the definite article (because of compositionality). The intuitive contribution and the types fit.

The extension of the Proposal for the extension of the A proposal for the extension of the based on the semantic type that was derived e, t, e : (2) the w = λp e,t.ιx[p(x) = 1] The ι-operator stands for the unique. The formula ιx[p(x) = 1] therefore means the unique individual x for which P(x) = 1. Which type does ιx[p(x) = 1] have?

The extension of the The extension of definite descriptions The extension of definite descriptions, like the boy, can now be computed by 2 (NN) and (FA) from the DP tree given before: D e,t,e the e,t,e DP e NP e,t boy e,t w 2 (NN)+(FA) = the w ( boy w ) = λp e,t.ιx[p(x) = 1]( boy w ) λ = ιx[ boy w (x) = 1] = ιx[[λy e. boy (y)(w)](x) = 1] λ = ιx[ boy (x)(w) = 1]

Attributive adjectives The problem of attributive adjectives I We have hypotheses for the types and extensions of nouns and adjectives: both have type e, t. Hence, we should be able to derive the extension of nouns modified by attributive adjectives. (3) a. gray cat b. small child However: There seems to be a problem with combining the extensions of nouns with those of adjectives, given the rules (NN) and (FA).

Attributive adjectives The problem of attributive adjectives II Since both are of type e, t, they cannot be combined by using (FA)! PROBLEM! NP AP e,t N e,t gray e,t cat e,t What can be done in this situation?

Attributive adjectives The problem of attributive adjectives III There are two options apart from discarding the entire system and calling it quits: Adapt the types of (one of) the expressions so that (FA) can be applied. Introduce a new derivation rule that applies in this situation (i.e., when two expressions of type e, t need to be combined). Why do we even have to do anything? Because phrases like gray cat are grammatical and interpretable. Hence, our system better be able to derive their extensions!

The extension of the modified NP Before starting out: consulting intuitions Since we need to change our assumptions regarding (at least) one of the lexical items that make up the modified NP, we need to determine what the desired outcome should be to be able to reverse engineer the types and extensions for the noun and adjective. AP gray NP Intuitively: what is the extension of the modified NP gray cat? An individual? A set? A relation? N cat

The extension of the modified NP The type and extension of a modified NP I Modified NPs cannot be used to refer to a single individual, so they cannot be of type e. They are also not relations (similar to (di)transitive verbs) they do not relate two or more individuals. They denote sets of individuals. Hence, they are of type e, t. Which set does gray cat denote?

The extension of the modified NP The type and extension of a modified NP II The set denoted by gray cat is the set of individuals that are gray and a cat in w. Mathematically, this is the intersection of the sets of gray individuals with the set of cats in w: gray individuals in w cats in w individuals that are gray and cats in w

The extension of the modified NP Formalizing the conceptual analysis How can we formalize the set of individuals that are gray and cats in w in set notation and function notation?

The extension of the modified NP Formalizing the conceptual analysis How can we formalize the set of individuals that are gray and cats in w in set notation and function notation? (4) a. gray cat w = {x : x is gray and a cat in w} b. gray cat w = λx e. x is gray and a cat in w Since we want the extension of gray cat to be composed of gray and cat, the abbreviated notation should reflect that: (5) gray cat w = λx e. gray (x)(w) & cat (x)(w)

Proposal 1: Adapting the types Proposal 1: Adapting the types Since we have a proposal for the type and extension of the entire modified NP, we can start to worry about the change in type and extension for the adjective or noun for Proposal 1: NP e,t AP gray N cat Should we adapt the type of the noun, that of the adjective, or both?

Proposal 1: Adapting the types Adapting the type of the modifier Since it is easiest to keep one of the original types constant, we should only adapt one of the types. Our assumptions for the extension of nouns did not turn out to be problematic (and was used to determine the extension for the). Hence, it is best to adapt the type of the attributive adjective. NP e,t AP gray N e,t cat e,t What does the type for the adjective have to be given (FA) and (NN)?

Proposal 1: Adapting the types The adapted type for the adjective There is only one possibility for the type of the adjective: NP e,t AP e,t, e,t N e,t gray e,t, e,t cat e,t What does this type mean? What kind of extension does the adjective gray have?

Proposal 1: Adapting the types Inferring the new extension of gray If we have proposals for the extensions for two out of three nodes of a branching node, we can infer the last one: λx e. gray (x)(w) & cat (x)(w)? λy e. cat (y)(w) The extension of gray needs to add the information that the individuals in the set are gray and provide a place to accommodate the extension of the noun cat.

Proposal 1: Adapting the types Inferring the new extension of gray If we have proposals for the extensions for two out of three nodes of a branching node, we can infer the last one: λx e. gray (x)(w) & cat (x)(w)? λy e. cat (y)(w) The extension of gray needs to add the information that the individuals in the set are gray and provide a place to accommodate the extension of the noun cat. (6) gray w = λp e,t.λx e. gray (x)(w) & P(x)

Proposal 2: Adding another derivation rule Proposal 2: A new derivation rule The second option to solve the empirical problem provided by attributive adjectives is to keep the types and extensions of the adjective and noun as they are, and to devise a new rule to combine them. NP e,t AP e,t N e,t gray e,t cat e,t We know the types and extensions of all the parts; we need a rule that produces this output from the input!

Proposal 2: Adding another derivation rule Inferring the new rule Since we know all the parts of the branching node, we can abstract away from the input to get the new derivation rule: λx e. gray (x)(w) & cat (x)(w) λz e. gray (z)(w) λy e. cat (y)(w) The new rule conjoins the descriptive parts of the two predicates and expresses that they both need to hold of an individual if it is in the resulting set.

Proposal 2: Adding another derivation rule The new rule: predicate modification (PM) (7) Predicate Modification (PM): For a branching node α with the set of daughters {β, γ}, where β and γ are of type e, t, then α w = λx e. β w (x) & γ w (x) Compare the proposed input and output of the rule to the situation in our tree: λx e. gray (x)(w) & cat (x)(w) λz e. gray (z)(w) λy e. cat (y)(w)

Proposal 2: Adding another derivation rule Intermediate summary We have seen two possible solutions to the empirical problem provided by attributive adjectives: Proposal 1: adapting the type and consequently the extension of the adjective (8) gray w = λp e,t.λx e. gray (x)(w) & P(x) Proposal 2: introducing a new derivation rule (9) Predicate Modification (PM): For a branching node α with the set of daughters {β, γ}, where α and β are of type e, t, then α w = λx e. β w (x) & γ w (x) Which proposal is better? How can we decide?

Taking another look at predicative adjectives What are the consequences? The two proposals have different consequences for the system and previously analyzed lexical items: the proposal with the more desireable/less undesirable consequences wins. Proposal 1: The change in type and extension of the adjective has an impact on all analyses which were made presupposing e, t as the type of the adjective. Proposal 2: The addition of a new derivation rule has no impact on previous analyses; it is, however, methodologically dispreferred. Take a closer look at the consequences of Proposal 1.

Taking another look at predicative adjectives Proposal 1 and predicative adjectives I This was the tree for predicative adjectives (annotated with semantic types) that we had the last time: vp t DP e v e,t Peter e v e,t, e,t PredP e,t is e,t, e,t tall e,t

Taking another look at predicative adjectives Proposal 1 and predicative adjectives II Assuming that predicatively and attributively used adjectives have the same extensions if we change the type of the adjective from e, t to e, t, e, t, we run into a problem: vp t DP e v??? Peter e v e,t, e,t PredP e,t, e,t is e,t, e,t tall e,t, e,t What can we do in this situation to solve this problem?

Taking another look at predicative adjectives Consequences of Proposal 1 To model predicative adjectives, we would need to either... change the type of the copula from e, t, e, t to e, t, e, t, e, t, which in turn would have an impact on predicatively used DPs like a man in Peter is a man etc. This means trouble/a complete overhaul of our analyses! assume that adjectives can have two different types and extensions: one kind ( e, t ) for the predicative use, and one ( e, t, e, t ) for the attributive use. This is less problematic and has indeed been proposed.

Taking another look at predicative adjectives Back to comparing the consequences I Proposal 1 ambiguous adjectives: The assumption that adjectives have different contributions depending on their syntactic position is uneconomical from a lexical point of view all possible interpretations of a lexical item are stored in the lexicon: we would have multiple entries for ALL adjectives. Fortunately, the entries are systematically related; hence, the polysemy could be modelled by lexical derivation rules! Proposal 2: The addition of a new derivation rule is methodologically dispreferred since it is in some sense cheating. From a methodological point of view, adding a new rule whenever we run into trouble is not good science. Fortunately, the (PM) rule would have many more areas of application than just modified nouns!

Taking another look at predicative adjectives Back to comparing the consequences II The two proposals are pretty evenly matched for attractiveness. The choice boils down to preference. For some reason, Proposal 2 prevailed as the standard solution to the problem of attributive adjectives. We will follow this decision; we add (PM) to our derivation rules and keep the type and extension of adjectives unchanged.

Summary Summary We used the inference method that we have also employed in the previous lecture to derive a proposal for the extension of the definite article the. We discussed the empirical problem presented by attributive adjectives and two possible solutions for it. We chose Proposal 2 to follow in this course; this means we add the rule (PM) to our original rules (NN) and (FA). (10) Predicate Modification (PM): For a branching node α with the set of daughters {β, γ}, where α and β are of type e, t, then α w = λx e. β w (x) & γ w (x)