Xisen Jin

28 papers A* 6A 1Journal 14Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Proof-of-Guardrail in AI Agents and What (Not) to Trust from It.
CoRR
Xisen Jin, Michael Duan, Qin Lin, Aaron Chan, Zhenglun Chen, Junyi Du, Xiang Ren
2024 J jnl
Demystifying Forgetting in Language Model Fine-Tuning with Statistical Analysis of Example Associations.
CoRR
Xisen Jin, Xiang Ren
2024 A* conf
What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement.
ICML
Xisen Jin, Xiang Ren
2024 J jnl
What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement.
CoRR
Xisen Jin, Xiang Ren
2023 A* conf
Dataless Knowledge Fusion by Merging Weights of Language Models.
ICLR
Xisen Jin, Xiang Ren, Daniel Preotiuc-Pietro, Pengxiang Cheng
2023 — conf
Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning.
ACL (Findings)
Genta Indra Winata, Lingjue Xie, Karthik Radhakrishnan, Shijie Wu, Xisen Jin, Pengxiang Cheng, Mayank Kulkarni, Daniel Preotiuc-Pietro
2023 J jnl
Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning.
CoRR
Genta Indra Winata, Lingjue Xie, Karthik Radhakrishnan, Shijie Wu, Xisen Jin, Pengxiang Cheng, Mayank Kulkarni, Daniel Preotiuc-Pietro
2022 J jnl
Dataless Knowledge Fusion by Merging Weights of Language Models.
CoRR
Xisen Jin, Xiang Ren, Daniel Preotiuc-Pietro, Pengxiang Cheng
2022 — conf
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora.
NAACL-HLT
Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-wen Li, Xiaokai Wei, Andrew O. Arnold, Xiang Ren
2021 A* conf
Gradient-based Editing of Memory Examples for Online Task-free Continual Learning.
NeurIPS
Xisen Jin, Arka Sadhu, Junyi Du, Xiang Ren
2021 — conf
Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning.
EMNLP (Findings)
Xisen Jin, Bill Yuchen Lin, Mohammad Rostami, Xiang Ren
2021 J jnl
Lifelong Learning of Few-shot Learners across NLP Tasks.
CoRR
Xisen Jin, Mohammad Rostami, Xiang Ren
2021 J jnl
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora.
CoRR
Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-wen Li, Xiaokai Wei, Andrew O. Arnold, Xiang Ren
2021 — conf
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning.
NAACL-HLT
Xisen Jin, Francesco Barbieri, Brendan Kennedy, Aida Mostafazadeh Davani, Leonardo Neves, Xiang Ren
2021 A* conf
Refining Language Models with Compositional Explanations.
NeurIPS
Huihan Yao, Ying Chen, Qinyuan Ye, Xisen Jin, Xiang Ren
2021 J jnl
Refining Neural Networks with Compositional Explanations.
CoRR
Huihan Yao, Ying Chen, Qinyuan Ye, Xisen Jin, Xiang Ren
2020 A* conf
Contextualizing Hate Speech Classifiers with Post-hoc Explanation.
ACL
Brendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, Morteza Dehghani, Xiang Ren
2020 J jnl
Contextualizing Hate Speech Classifiers with Post-hoc Explanation.
CoRR
Brendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, Morteza Dehghani, Xiang Ren
2020 J jnl
Efficiently Mitigating Classification Bias via Transfer Learning.
CoRR
Xisen Jin, Francesco Barbieri, Aida Mostafazadeh Davani, Brendan Kennedy, Leonardo Neves, Xiang Ren
2020 J jnl
Gradient Based Memory Editing for Task-Free Continual Learning.
CoRR
Xisen Jin, Junyi Du, Xiang Ren
2020 — conf
Recurrent Event Network: Autoregressive Structure Inferenceover Temporal Knowledge Graphs.
EMNLP (1)
Woojeong Jin, Meng Qu, Xisen Jin, Xiang Ren
2020 A* conf
Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models.
ICLR
Xisen Jin, Zhongyu Wei, Junyi Du, Xiangyang Xue, Xiang Ren
2020 — conf
Visually Grounded Continual Learning of Compositional Phrases.
EMNLP (1)
Xisen Jin, Junyi Du, Arka Sadhu, Ram Nevatia, Xiang Ren
2020 J jnl
Visually Grounded Continual Learning of Compositional Semantics.
CoRR
Xisen Jin, Junyi Du, Xiang Ren
2019 J jnl
Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models.
CoRR
Xisen Jin, Junyi Du, Zhongyu Wei, Xiangyang Xue, Xiang Ren
2018 J jnl
Explicit State Tracking with Semi-Supervision for Neural Dialogue Generation.
CoRR
Xisen Jin, Wenqiang Lei, Zhaochun Ren, Hongshen Chen, Shangsong Liang, Yihong Zhao, Dawei Yin
2018 A conf
Explicit State Tracking with Semi-Supervisionfor Neural Dialogue Generation.
CIKM
Xisen Jin, Wenqiang Lei, Zhaochun Ren, Hongshen Chen, Shangsong Liang, Yihong Zhao, Dawei Yin
2018 — conf
Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures.
ACL (1)
Wenqiang Lei, Xisen Jin, Min-Yen Kan, Zhaochun Ren, Xiangnan He, Dawei Yin