Exponential language modeling using morphological features and multi-task learning

Exponential language modeling using morphological features and multi-task learning

For languages with fast vocabulary growth and limited resources, data sparsity leads to challenges in training a language model. One strategy for addressing this problem is to leverage morphological structure as features in the model. This paper explores different uses of unsupervised morphological...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Fang, H, Ostendorf, M, Baumann, P, Pierrehumbert, J
Formáid:	Journal article
Foilsithe / Cruthaithe:	Institute of Electrical and Electronics Engineers 2015

Míreanna comhchosúla

Using pronunciation-based morphological subword units to improve OOV handling in keyword search
de réir: He, Y, et al.
Foilsithe / Cruthaithe: (2015)

Binary Classification with a Pseudo Exponential Model and Its Application for Multi-Task Learning
de réir: Takashi Takenouchi, et al.
Foilsithe / Cruthaithe: (2015-08-01)

DagoBERT: generating derivational morphology with a pretrained language model
de réir: Hofmann, V, et al.
Foilsithe / Cruthaithe: (2020)

Subword-based modeling for handling OOV words inkeyword spotting
de réir: Yanzhang, H, et al.
Foilsithe / Cruthaithe: (2014)

Exploring a radically new exponential Retinex model for multi-task environments
de réir: Ziaur Rahman, et al.
Foilsithe / Cruthaithe: (2023-07-01)

Reconciling inconsistency in encoded morphological distinctions in an artificial language
de réir: Pierrehumbert, J, et al.
Foilsithe / Cruthaithe: (2014)

Multi-task feature learning by using trace norm regularization
de réir: Jiangmei Zhang, et al.
Foilsithe / Cruthaithe: (2017-11-01)

The emergence of linguistic structure in an online iterated learning task
de réir: Beckner, C, et al.
Foilsithe / Cruthaithe: (2017)

Modelling continual learning in humans with Hebbian context gating and exponentially decaying task signals.
de réir: Timo Flesch, et al.
Foilsithe / Cruthaithe: (2023-01-01)

Modelling continual learning in humans with Hebbian context gating and exponentially decaying task signals
de réir: Timo Flesch, et al.
Foilsithe / Cruthaithe: (2023-01-01)

Task’s Choice: Pruning-Based Feature Sharing (PBFS) for Multi-Task Learning
de réir: Ying Chen, et al.
Foilsithe / Cruthaithe: (2022-03-01)

Multi-task learning approach for utilizing temporal relations in natural language understanding tasks
de réir: Chae-Gyun Lim, et al.
Foilsithe / Cruthaithe: (2023-05-01)

Multi-task learning for sign language recognition using IR-UWB radar
de réir: Peh, Denzyl David
Foilsithe / Cruthaithe: (2024)

Facial Feature Recognition with Multi-task Learning and Attention-based Enhancements
de réir: M. Rohani, et al.
Foilsithe / Cruthaithe: (2025-01-01)

On feature selection : learning with exponentially many irreverent features as training examples
de réir: Ng, Andrew Y., 1976-
Foilsithe / Cruthaithe: (2005)

A graph auto-encoder model of derivational morphology
de réir: Hofmann, V, et al.
Foilsithe / Cruthaithe: (2020)

LANGUAGE LEARNING TASK /
de réir: Masdinah Alauyah Md. Yusof, editor, et al.
Foilsithe / Cruthaithe: (2013)

Language learning tasks /
de réir: Candlin, Christopher N., et al.
Foilsithe / Cruthaithe: (1987)

Multi‐task learning using GNet features and SVM classifier for signature identification
de réir: Anamika Jain, et al.
Foilsithe / Cruthaithe: (2021-03-01)

Robust Feature Representation Using Multi-Task Learning for Human Activity Recognition
de réir: Behrooz Azadi, et al.
Foilsithe / Cruthaithe: (2024-01-01)

Feature Extraction of Laser Machining Data by Using Deep Multi-Task Learning
de réir: Quexuan Zhang, et al.
Foilsithe / Cruthaithe: (2020-07-01)

A Sequential and Intensive Weighted Language Modeling Scheme for Multi-Task Learning-Based Natural Language Understanding
de réir: Suhyune Son, et al.
Foilsithe / Cruthaithe: (2021-03-01)

Phonological Feature Based Mispronunciation Detection and Diagnosis using Multi-Task DNNs and Active Learning
de réir: Arora, V, et al.
Foilsithe / Cruthaithe: (2017)

Task-Aware Dynamic Model Optimization for Multi-Task Learning
de réir: Sujin Choi, et al.
Foilsithe / Cruthaithe: (2023-01-01)

Multi-task gradient descent for multi-task learning
de réir: Bai, Lu, et al.
Foilsithe / Cruthaithe: (2021)

Task-based language learning /
de réir: Robinson, Peter, 1956- 519636
Foilsithe / Cruthaithe: (2011)

Tasks in second language learning /
de réir: 463670 Samuda, Virginia, et al.
Foilsithe / Cruthaithe: (2008)

Multimodal sentiment analysis based on multi-layer feature fusion and multi-task learning
de réir: Yujian Cai, et al.
Foilsithe / Cruthaithe: (2025-01-01)

Odd Exponential-Logarithmic Family of Distributions: Features and Modeling
de réir: Christophe Chesneau, et al.
Foilsithe / Cruthaithe: (2022-08-01)

Multi-task learning-based feature selection and classification models for glioblastoma and solitary brain metastases
de réir: Ya Huang, et al.
Foilsithe / Cruthaithe: (2022-09-01)

Low-Rank RNN Adaptation for Context-Aware Language Modeling
de réir: Aaron Jaech, et al.
Foilsithe / Cruthaithe: (2021-03-01)

Gendered associations of English morphology
de réir: Needle, J, et al.
Foilsithe / Cruthaithe: (2018)

On hapax legomena and morphological productivity
de réir: Pierrehumbert, JB, et al.
Foilsithe / Cruthaithe: (2018)

Familiarity, consistency, and systematizing in morphology
de réir: Schumacher, RA, et al.
Foilsithe / Cruthaithe: (2021)

Buzz Tweet Classification Based on Text and Image Features of Tweets Using Multi-Task Learning
de réir: Reishi Amitani, et al.
Foilsithe / Cruthaithe: (2021-11-01)

Diagnosis of Esophageal Lesions by Multi-Classification and Segmentation Using an Improved Multi-Task Deep Learning Model
de réir: Suigu Tang, et al.
Foilsithe / Cruthaithe: (2022-02-01)

An embarrassingly simple method to mitigate undesirable properties of pretrained language model tokenizers
de réir: Hofmann, V, et al.
Foilsithe / Cruthaithe: (2022)

Chinese Named Entity Recognition Model Based on Multi-Task Learning
de réir: Qin Fang, et al.
Foilsithe / Cruthaithe: (2023-04-01)

Multi-Task Learning Using Task Dependencies for Face Attributes Prediction
de réir: Di Fan, et al.
Foilsithe / Cruthaithe: (2019-06-01)

Music recommendation algorithms based on knowledge graph and multi-task feature learning
de réir: Xinqiao Liu, et al.
Foilsithe / Cruthaithe: (2024-01-01)