Method for training a convolutional neural network for image recognition using image-conditioned masked language modeling
(57) ABSTRACT A method and system pre-trains a convolutional neural network for image
recognition based upon masked language modeling by inputting, to the convolutional neural …
recognition based upon masked language modeling by inputting, to the convolutional neural …
System and method for natural language processing using neural network with cross-task training
A method for using a neural network model for natural language processing (NLP) includes
receiving training data associated with a source domain and a target domain; and …
receiving training data associated with a source domain and a target domain; and …
Fine-tuning language models for supervised learning tasks via dataset preprocessing
BACKGROUND [0002] With the increased frequency of interactions between humans and
computers, natural language process ing is becoming an increasingly important part of …
computers, natural language process ing is becoming an increasingly important part of …
Method for serving parameter efficient NLP models through adaptive architectures
A machine learning system executed by a processor may generate predictions for a variety
of natural language processing (NLP) tasks. The machine learning system may include a …
of natural language processing (NLP) tasks. The machine learning system may include a …
Domain-specific chatbot utterance collection
P Liu, C **ao, T Liu - US Patent 11,082,369, 2021 - Google Patents
A set of utterances collected from a plurality of contributors is received. Semantically
irrelevant utterances are removed from the set of utterances to obtain a processed set of …
irrelevant utterances are removed from the set of utterances to obtain a processed set of …
Device and text representation method applied to sentence embedding
CAI Fei, C Honghui, JX Liu, A Luo, Z Shu… - US Patent …, 2022 - Google Patents
The invention discloses a device and text representation method applied to sentence
embedding, which has determining a parent word and a child words set corresponding to …
embedding, which has determining a parent word and a child words set corresponding to …
Machine-learned language models which generate intermediate textual analysis in service of contextual text generation
N Shazeer, DDF Adiwardana - US Patent 11,574,131, 2023 - Google Patents
US11574131B2 - Machine-learned language models which generate intermediate textual
analysis in service of contextual text generation - Google Patents US11574131B2 - Machine-learned …
analysis in service of contextual text generation - Google Patents US11574131B2 - Machine-learned …
Automated domain language parsing and data extraction
MO Frunza - US Patent 11,431,472, 2022 - Google Patents
A system for named entity extraction from a stream of semi-structured communications is
disclosed. The system comprises a server connected to a network through which the stream …
disclosed. The system comprises a server connected to a network through which the stream …
Transparent and controllable human-AI interaction via chaining of machine-learned language models
C Cai, T Wu, MA Terry - US Patent 12,141,556, 2024 - Google Patents
The present disclosure provides to transparent and controllable human-AI interaction via
chaining of machine-learned language models. In particular, although existing language …
chaining of machine-learned language models. In particular, although existing language …
Computing services using embeddings of a transformer-based encoder
YAN Wenbo, R Luo, P Ramachandra, J Zhao… - US Patent …, 2023 - Google Patents
Techniques are described and relate to providing computing services using embeddings of
a transformer-based encoder. In an example, a computer system generates, by using a …
a transformer-based encoder. In an example, a computer system generates, by using a …