Incremental Construction of Robust but Deep Semantic Representations for Use in Responsive Dialogue Systems
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Summary
A component for NLU is developed that attempts to address a lack of flexibility in dialogue systems by constructing robust but deep meaning representations that support a range of further user intention determination techniques from inference / reasoning-based ones to ones based on more basic structures.
- Type
- article
- Published
- 2012-12-01
- Cited by
- 18
- References
- 42
- Access
- Open access
- OpenAlex
- https://openalex.org/W25010567
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:1607195
Keywords
Computer science, Formalism (music), Inference, Artificial intelligence, Semantics (computer science)
References
- Incremental understanding in human-computer dialogue and experimental evidence for advantages over nonincremental methods
- The interpretation of non-sentential utterances in dialogue
- Towards Incremental Speech Generation in Dialogue Systems
- Comparing Local and Sequential Models for Statistical Incremental Natural Language Understanding
- Robust probabilistic predictive syntactic processing: motivations, models, and applications
- Semantic ambiguity and underspecification
- Predicate Logic Unplugged
- Dynamic Syntax: The Flow of Language Understanding
- Integrating deep and shallow natural language processing components: representations and hybrid architectures
- Logics of Conversation
- Joint Satisfaction of Syntactic and Pragmatic Constraints Improves Incremental Spoken Language Understanding
- Modelling Sub-Utterance Phenomena in Spoken Dialogue Systems
- Grammar resources for modelling dialogue dynamically
- A General, Abstract Model of Incremental Dialogue Processing
- Incremental Reference Resolution: The Task, Metrics for Evaluation, and a Bayesian Filtering Model that is Sensitive to Disfluencies
- Semantic Composition with (Robust) Minimal Recursion Semantics
- Assessing and Improving the Performance of Speech Recognition for Incremental Systems
- Conversational Actions and Discourse Situations
- Completions, Coordination, and Alignment in Dialogue
- Incremental Dialogue Processing in a Micro-Domain
Cited by
- Disfluencies as intra-utterance dialogue moves
- Situated Incremental Natural Language Understanding using a Multimodal, Linguistically-driven Update Model
- A Hybrid Distributional and Knowledge-based Model of Lexical Semantics
- Incremental Semantic Construction Using Normal Form CCG Derivation
- Incrementally resolving references in order to identify visually present objects in a situated dialogue setting
- Incremental Semantic Construction Based on Combinatory Categorial Grammar
- Chapter X: Ellipsis
- Incrementality and Clarification/Sluicing potential
- Fast Forward Through Opportunistic Incremental Meaning Representation Construction
- Confidence in uncertainty: Error cost and commitment in early speech hypotheses
- Model-Theoretic Incremental Interpretation Based on Discourse Representation Theory
- Incremental Language Understanding for Online Motion Planning of Robot Manipulators
- On Three Notions of Grounding of Artificial Dialog Companions
- Chapter 22 Semantics
- Joint Utterances and the (Split-)Turn Taking Puzzle
- Semantics and Dialogue
- On making syntax dynamic: The challenge of compound utterances and the architecture of the grammar
- Ellipsis : a window on context ?
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