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Codebook LLMs: Evaluating LLMs as Measurement Tools for Political Science Concepts
Political AnalysisCodebooks—documents that operationalize concepts and outline annotation procedures—are used almost universally by social scientists when coding political texts. To code these texts automatically, researchers are increasingly turning to generative large
Andrew Halterman, Katherine A. Keith
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Codebook+: A New Module for Creating Discriminative Codebooks
Multimedia and Expo, 2007 IEEE International Conference on, 2007In this paper, we introduce a new module, Codebook+, into a classical framework which combines bag-of-words image representation with probabilistic latent semantic analysis (pLSA) for unsupervised object categorization. This new module makes the framework less sensitive to the image sampling methods as well as improves its performance.
Ziming Zhang, Syin Chan, Liang-Tien Chia
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Hierarchical codebook design for fast search with Grassmannian codebook
2012 IEEE Wireless Communications and Networking Conference (WCNC), 2012It has been well known that channel aware systems (closed-loop) have better performance than channel unknown systems (open-loop). In order to know channel in the transmitter, receivers should send own channel information the transmitter through reverse channel.
Kyeongjun Ko, Jungwoo Lee
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Multilingual weighted codebooks
2008 IEEE International Conference on Acoustics, Speech and Signal Processing, 2008In this paper we present an approach for speech recognition of multiple languages with constrained resources on embedded devices. Examples of such systems are navigation systems, mobile phones and MP3 players. Speech recognizers on such systems are typically to-date semi-continuous speech recognizers, which are based on vector quantization.
Martin Raab, Rainer Gruhn, Elmar Noeth
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Structured Stochastic Codebook and Codebook Adaptation for CELP
1993Since its introduction in 1984, Code Excited Linear Prediction (CELP) [1] has been intensively investigated as a promising coding algorithm for providing good quality speech at low bit rates. CELP is the name for a class of coding algorithms that employs vector quantization (VQ) using a perceptually weighted error criterion measured in an Analysis-by ...
Tomohiko Taniguchi +2 more
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CSI Type-II Codebook of Codebooks
2023 IEEE 24th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2023Ryan M. Dreifuerst, Robert W. Heath
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Graphical Models and Image Processing, 1993
Abstract This paper deals with the problem of extracting edge structure from compressed image representations. As image coding techniques become more common in image manipulation systems, it is reasonable to develop methods of analyzing an image using operations on the compressed image representation rather than the reconstructed image.
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Abstract This paper deals with the problem of extracting edge structure from compressed image representations. As image coding techniques become more common in image manipulation systems, it is reasonable to develop methods of analyzing an image using operations on the compressed image representation rather than the reconstructed image.
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Git repo: https://gitlab.com/szilvia/codebook-development ...
Zörgő, Szilvia +1 more
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Zörgő, Szilvia +1 more
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