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07/04/2023
Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking
There has been significant interest in zero and few-shot learning for di...
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02/25/2023
Dependency Dialogue Acts – Annotation Scheme and Case Study
In this paper, we introduce Dependency Dialogue Acts (DDA), a novel fram...
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07/14/2022
Forming Trees with Treeformers
Popular models such as Transformers and LSTMs use tokens as its unit of ...
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12/15/2021
DocAMR: Multi-Sentence AMR Representation and Evaluation
Despite extensive research on parsing of English sentences into Abstract...
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05/20/2021
ASQ: Automatically Generating Question-Answer Pairs using AMRs
In this work, we introduce ASQ, a tool to automatically mine questions a...
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11/21/2020
Athena: Constructing Dialogues Dynamically with Discourse Constraints
This report describes Athena, a dialogue system for spoken conversation ...
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05/16/2019
The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures
Materials science literature contains millions of materials synthesis pr...
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05/25/2018