Abstraction of text summarization

R Paulus, W Kryscinski, C **ong - US Patent 10,909,157, 2021 - Google Patents
(57) ABSTRACT A system is disclosed for providing an abstractive summary of a source
textual document. The system includes an encoder, a decoder, and a fusion layer. The …

Generative adversarial network seismic data processor

S Alwon - US Patent 11,105,942, 2021 - Google Patents
OTHER PUBLICATIONS Yang et al.(2018),“Application of optimal transport and the
quadratic Wasserstein metric to full-waveform inversion,” Geophys ics, 83 (1), R43-R62. Zhu …

Prediction-correction approach to zero shot learning

L Hu, C **ong, R Socher - US Patent 11,087,177, 2021 - Google Patents
Approaches to zero-shot learning include partitioning train ing data into first and second sets
according to classes assigned to the training data, training a prediction module based on the …

Global-to-local memory pointer networks for task-oriented dialogue

CS Wu, C **ong, R Socher - US Patent 11,514,915, 2022 - Google Patents
(Continued) Primary Examiner Edgar X Guerra-Erazo Assistant Examiner—Uthej
Kunamneni (74) Attorney, Agent, or Firm-Haynes and Boone, LLP (57) ABSTRACT A system …

System and method for domain adaptation using synthetic data

S Nikolenko, Y Behzadi - US Patent 11,455,496, 2022 - Google Patents
(57) ABSTRACT A system and method are disclosed for training a system or a model using
any combination of synthetic data and real data. The various aspects of the invention include …

Structured text translation

K Hashimoto, R Buschiazzo, J Bradbury… - US Patent …, 2021 - Google Patents
Approaches for the translation of structured text include an embedding module for encoding
and embedding source text in a first language, an encoder for encoding output of the …

Self-aware visual-textual co-grounded navigation agent

CY Ma, C **ong - US Patent 11,029,694, 2021 - Google Patents
An agent for navigating a mobile automated system is disclosed herein. The navigation
agent receives a navigation instruction and visual information for one or more observed …

Leveraging language models for generating commonsense explanations

N Rajani, B McCann - US Patent 11,366,969, 2022 - Google Patents
According to some embodiments, systems and methods are provided to develop or provide
common sense auto-gener ated explanations (CAGE) for the reasoning used by an artificial …

Cross-lingual regularization for multilingual generalization

J Singh, NS Keskar, B McCann - US Patent 11,003,867, 2021 - Google Patents
Approaches for cross-lingual regularization for multilingual generalization include a method
for training a natural lan guage processing (NLP) deep learning module. The method …

Two-stage online detection of action start in untrimmed videos

M Gao, R Socher, C **ong - US Patent 10,902,289, 2021 - Google Patents
Embodiments described herein provide a two-stage online detection of action start system
including a classification module and a localization module. The classification module …