Xisen Jin | DeepAI

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Featured Co-authors

Xiang Ren
120 publications
Xiangyang Xue
114 publications
Ying Chen
89 publications
Dawei Yin
69 publications
Genta Indra Winata
58 publications
Zhaochun Ren
52 publications
Zhongyu Wei
45 publications
Shang-Wen Li
34 publications
Wenqiang Lei
33 publications
Mohammad Rostami
31 publications
Leonardo Neves
21 publications

∙ 05/25/2023

Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning

Real-life multilingual systems should be able to efficiently incorporate...

0 Genta Indra Winata, et al. ∙

∙ 12/19/2022

Dataless Knowledge Fusion by Merging Weights of Language Models

Fine-tuning pre-trained language models has become the prevalent paradig...

0 Xisen Jin, et al. ∙

∙ 10/16/2021

Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora

Pretrained language models (PTLMs) are typically learned over a large, s...

0 Xisen Jin, et al. ∙

∙ 04/18/2021

Lifelong Learning of Few-shot Learners across NLP Tasks

Recent advances in large pre-trained language models have greatly improv...

0 Xisen Jin, et al. ∙

∙ 03/18/2021

Refining Neural Networks with Compositional Explanations

Neural networks are prone to learning spurious correlations from biased ...

0 Huihan Yao, et al. ∙

∙ 10/24/2020

Efficiently Mitigating Classification Bias via Transfer Learning

Prediction bias in machine learning models refers to unintended model be...

0 Xisen Jin, et al. ∙

∙ 06/27/2020

Gradient Based Memory Editing for Task-Free Continual Learning

Prior work on continual learning often operate in a "task-aware" manner,...

0 Xisen Jin, et al. ∙

∙ 05/05/2020

Contextualizing Hate Speech Classifiers with Post-hoc Explanation

Hate speech classifiers trained on imbalanced datasets struggle to deter...

0 Brendan Kennedy, et al. ∙

∙ 05/02/2020

Visually Grounded Continual Learning of Compositional Semantics

Children's language acquisition from the visual world is a real-world ex...

0 Xisen Jin, et al. ∙

∙ 11/08/2019

Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models

The impressive performance of neural networks on natural language proces...

19 Xisen Jin, et al. ∙

∙ 08/31/2018

Explicit State Tracking with Semi-Supervision for Neural Dialogue Generation

The task of dialogue generation aims to automatically provide responses ...

0 Xisen Jin, et al. ∙

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