Xisen Jin

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 26

Top Topics

Compositional Semantics

Top Venues

Publications

Xisen Jin, Xiang Ren
What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement. CoRR (2024)
Xisen Jin, Xiang Ren
Demystifying Forgetting in Language Model Fine-Tuning with Statistical Analysis of Example Associations. CoRR (2024)
Xisen Jin, Xiang Ren, Daniel Preotiuc-Pietro, Pengxiang Cheng
Dataless Knowledge Fusion by Merging Weights of Language Models. ICLR (2023)
Genta Winata, Lingjue Xie, Karthik Radhakrishnan, Shijie Wu, Xisen Jin, Pengxiang Cheng, Mayank Kulkarni, Daniel Preotiuc-Pietro
Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning. ACL (Findings) (2023)
Genta Indra Winata, Lingjue Xie, Karthik Radhakrishnan, Shijie Wu, Xisen Jin, Pengxiang Cheng, Mayank Kulkarni, Daniel Preotiuc-Pietro
Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning. CoRR (2023)
Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-Wen Li, Xiaokai Wei, Andrew O. Arnold, Xiang Ren
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora. NAACL-HLT (2022)
Xisen Jin, Xiang Ren, Daniel Preotiuc-Pietro, Pengxiang Cheng
Dataless Knowledge Fusion by Merging Weights of Language Models. CoRR (2022)
Huihan Yao, Ying Chen, Qinyuan Ye, Xisen Jin, Xiang Ren
Refining Neural Networks with Compositional Explanations. CoRR (2021)
Xisen Jin, Bill Yuchen Lin, Mohammad Rostami, Xiang Ren
Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning. EMNLP (Findings) (2021)
Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-Wen Li, Xiaokai Wei, Andrew O. Arnold, Xiang Ren
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora. CoRR (2021)
Xisen Jin, Mohammad Rostami, Xiang Ren
Lifelong Learning of Few-shot Learners across NLP Tasks. CoRR (2021)
Huihan Yao, Ying Chen, Qinyuan Ye, Xisen Jin, Xiang Ren
Refining Language Models with Compositional Explanations. NeurIPS (2021)
Xisen Jin, Francesco Barbieri, Brendan Kennedy, Aida Mostafazadeh Davani, Leonardo Neves, Xiang Ren
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning. NAACL-HLT (2021)
Xisen Jin, Arka Sadhu, Junyi Du, Xiang Ren
Gradient-based Editing of Memory Examples for Online Task-free Continual Learning. NeurIPS (2021)
Xisen Jin, Zhongyu Wei, Junyi Du, Xiangyang Xue, Xiang Ren
Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models. ICLR (2020)
Xisen Jin, Junyi Du, Xiang Ren
Visually Grounded Continual Learning of Compositional Semantics. CoRR (2020)
Woojeong Jin, Meng Qu, Xisen Jin, Xiang Ren
Recurrent Event Network: Autoregressive Structure Inferenceover Temporal Knowledge Graphs. EMNLP (1) (2020)
Brendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, Morteza Dehghani, Xiang Ren
Contextualizing Hate Speech Classifiers with Post-hoc Explanation. CoRR (2020)
Xisen Jin, Francesco Barbieri, Aida Mostafazadeh Davani, Brendan Kennedy, Leonardo Neves, Xiang Ren
Efficiently Mitigating Classification Bias via Transfer Learning. CoRR (2020)
Brendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, Morteza Dehghani, Xiang Ren
Contextualizing Hate Speech Classifiers with Post-hoc Explanation. ACL (2020)
Xisen Jin, Junyi Du, Arka Sadhu, Ram Nevatia, Xiang Ren
Visually Grounded Continual Learning of Compositional Phrases. EMNLP (1) (2020)
Xisen Jin, Junyi Du, Xiang Ren
Gradient Based Memory Editing for Task-Free Continual Learning. CoRR (2020)
Xisen Jin, Junyi Du, Zhongyu Wei, Xiangyang Xue, Xiang Ren
Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models. CoRR (2019)
Xisen Jin, Wenqiang Lei, Zhaochun Ren, Hongshen Chen, Shangsong Liang, Yihong Zhao, Dawei Yin
Explicit State Tracking with Semi-Supervisionfor Neural Dialogue Generation. CIKM (2018)
Xisen Jin, Wenqiang Lei, Zhaochun Ren, Hongshen Chen, Shangsong Liang, Yihong Zhao, Dawei Yin
Explicit State Tracking with Semi-Supervision for Neural Dialogue Generation. CoRR (2018)
Wenqiang Lei, Xisen Jin, Min-Yen Kan, Zhaochun Ren, Xiangnan He, Dawei Yin
Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures. ACL (1) (2018)