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1
Automatic Dialect Density Estimation for African American English ...
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2
DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document Contextualization ...
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3
Dialogue State Tracking with a Language Model using Schema-Driven Prompting ...
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4
A Controllable Model of Grounded Response Generation ...
Abstract: Current end-to-end neural conversation models inherently lack the flexibility to impose semantic control in the response generation process, often resulting in uninteresting responses. Attempts to boost informativeness alone come at the expense of factual accuracy, as attested by pretrained language models' propensity to "hallucinate" facts. While this may be mitigated by access to background knowledge, there is scant guarantee of relevance and informativeness in generated responses. We propose a framework that we call controllable grounded response generation (CGRG), in which lexical control phrases are either provided by a user or automatically extracted by a control phrase predictor from dialogue context and grounding knowledge. Quantitative and qualitative results show that, using this framework, a transformer based model with a novel inductive attention mechanism, trained on a conversation-like Reddit dataset, outperforms strong generation baselines. ... : AAAI 2021 ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://arxiv.org/abs/2005.00613
https://dx.doi.org/10.48550/arxiv.2005.00613
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5
Neural Models for Integrating Prosody in Spoken Language Understanding
Tran, Trang. - 2020
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6
Automatic Analysis of Language Use in K-16 STEM Education and Impact on Student Performance
Nadeem, Farah. - 2020
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7
Asynchronous Speech Recognition Affects Physician Editing of Notes
Lybarger, Kevin J.; Ostendorf, Mari; Riskin, Eve. - : Georg Thieme Verlag KG, 2018
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8
Low-Rank RNN Adaptation for Context-Aware Language Modeling
Jaech, Aaron. - 2018
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9
Parsing Speech: A Neural Approach to Integrating Lexical and Acoustic-Prosodic Information ...
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10
Effective Use of Cross-Domain Parsing in Automatic Speech Recognition and Error Detection
Marin, Marius. - 2015
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11
Automatic Characterization of Text Difficulty
Medero, Julie. - 2014
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12
Data Selection for Statistical Machine Translation
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13
Graph-based query strategies for active learning
In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 21 (2013) 2, 260-269
OLC Linguistik
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14
Rank and Sparsity in Language Processing
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15
Joint reranking of parsing and word recognition with automatic segmentation
In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 26 (2012) 1, 1-19
BLLDB
OLC Linguistik
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16
Graph-based Algorithms for Lexical Semantics and its Applications
Wu, Wei. - 2012
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17
Expected dependency pair match: predicting translation quality with expected syntactic structure
In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 23 (2010) 2-3, 169-179
BLLDB
OLC Linguistik
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18
A machine learning approach to reading level assessment
In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 23 (2009) 1, 89-106
OLC Linguistik
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19
A machine learning approach to reading level assessment
In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 23 (2009) 1, 89-106
BLLDB
OLC Linguistik
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20
Improving robustness of MLLR adaptation with speaker-clustered regression class trees
In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 23 (2009) 2, 176-199
BLLDB
OLC Linguistik
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