Natural Language Processing · TEE · papers

Q1d · Pragmatics and discourse

2024-12-03 · final · recovered AI paper

Previous examination · complete worked answers

Question. Explain pragmatics and discourse in NLP. [individual allocation not printed; Q1 totals 20]

Answer

Pragmatic analysis interprets an utterance using its situation and the speaker’s intended meaning. Discourse analysis studies how utterances connect across a text or conversation. Syntax and literal word meanings alone cannot settle every interpretation.

TextLiteral contentContextual interpretation
“Can you close the window?”A question about ability.Usually a polite request.
“Meera bought a laptop. It was expensive.”Two sentences.“It” connects the second sentence to the laptop.
“Meet me here tomorrow.”An instruction.Me, here and tomorrow depend on speaker, place and date.

Reference, mention and antecedent

A referring expression points to an entity; a mention is its occurrence in the text. Its referent is the entity being discussed. An antecedent is a preceding expression used to interpret a later referring expression. Reference resolution identifies the intended referent. Coreference resolution groups mentions that refer to the same entity.

“Meera”name mention
Person entitysame referent
“she” / “the engineer”other mentions
ConceptDefinitionExample
AnaphoraReference back to something introduced earlier.“Riya arrived. She sat down.” She → Riya.
CataphoraReference forward to a later expression.“Before she spoke, Riya checked the microphone.” she → Riya.
ExophoraReference to the situation outside the text.“Put it there”, said while pointing.
CoreferenceTwo or more mentions refer to the same entity.“Dr Rao”, “the lecturer”, “she”.
Pronoun resolutionFind the referent of a pronoun.Resolve “it” in “The laptop stopped because it overheated.”

Coreference is broader than pronoun resolution: repeated names and descriptions also form a chain. Anaphora describes direction/dependence; coreference describes identity. In “I bought a car. The engine is noisy”, engine is related to the car but is not the same entity.

Yaad rakho: Reference = kiski baat? Coreference = alag mentions, same entity. Pronoun resolution = he/she/it kis se linked?

Cohesion, coherence and discourse markers

Cohesion is the explicit linguistic linking of a text through reference, repeated or related words, conjunctions and other devices. In “Rita bought a book. She read it”, she and it connect the second sentence to Rita and the book.

Coherence is the conceptual unity that makes a discourse meaningful. “The road flooded, so the match was cancelled” presents a plausible cause and consequence. A reader relates the propositions using context and knowledge.

Discourse markers signal relationships or organize speech: however signals contrast; therefore signals a result; first and next signal sequence; for example introduces an illustration.

These concepts differ: “I like apples. Therefore the moon is square” has a linking word but no sensible inference. A connector alone does not guarantee coherence.

Yaad rakho: Cohesion = words se link; coherence = meaning se link; marker = relation ka signal.