Computational Models of Discourse
Lecture Notes
LEC # |
TOPICS |
1 |
Introduction (PDF) |
2 |
Topic Segmentation: Agreement, Evaluation, Automatic Text Segmentation (PDF) |
3 |
Topic Segmentation (cont.): Hierarchical Text Segmentation, Meeting Segmentation (PDF) |
4 |
Cohesion and Local Coherence: Lexical Chains, Centering Theory; Applications to Automated Essay Scoring (PDF) |
5 |
Automatic Reference Resolution (PDF) |
6 |
Automatic Reference Resolution and Reference Generation (PDF) |
7 |
Generation of Referring Expressions (PDF) |
8 |
Domain-dependent Models of Text Structure (PDF) |
9 |
Rhetorical Structure Theory (PDF) |
10 |
Discourse Structure in Text Summarization; Alignment (PDF) |
11 |
Temporal Ordering in Discourse (PDF) |
12 |
Prosody and Discourse |
13 |
Intentions and the Structure of Discourse (PDF) |
14 |
Studies of Dialogues; Taxonomy of Speech Acts (PDF) |
15 |
Automatic Interpretation of Dialogue Acts (PDF) |
16 |
Learning Dialogue Strategies via Reinforcement Learning (PDF) |
17 |
MIT Dialogue Systems (PDF) (Courtesy of Stephanie Seneff. Used with permission.) |
18 |
Dialogue Systems (PDF) |
19 |
Plan Recognition (PDF) |
20 |
Evaluation for Discourse Processing (PDF) |
21 |
Discourse in Psycholinguistics (PDF) |
22 |
Project Presentations |
23 |
Project Presentations (cont.) |