Publications

2023

1. 

   Free Lunch for Efficient Textual Commonsense Integration in Language Models

   Wanyun Cui, and Xingran Chen

   ACL 2023, 2023

   PDF Code Poster Slides

2. 

   Exploring Automatically Perturbed Natural Language Explanations in Relation Extraction

   Wanyun Cui, and Xingran Chen

   ACL 2023 Findings, 2023

   PDF Code Slides

3. 

   MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training

   Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Xingran Chen, Hanzhi Yin, Chenghua Lin, Anton Ragni, Emmanouil Benetos, Norbert Gyenge, and  others

   arXiv preprint arXiv:2306.00107, 2023

   PDF

4. 

   TPDM: Selectively Removing Positional Information for Zero-shot Translation via Token-Level Position Disentangle Module

   Xingran Chen, Ge Zhang, and Jie Fu

   arXiv preprint arXiv:2305.19857, 2023

   PDF
5. MARBLE: Music Audio Representation Benchmark for Universal Evaluation

   Ruibin Yuan, Yinghao Ma, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Le Zhuo, Yiqi Liu, Jiawen Huang, Zeyue Tian, and  others

   arXiv preprint arXiv:2306.10548, 2023

   PDF
6. On the Effectiveness of Speech Self-supervised Learning for Music

   Yinghao Ma, Ruibin Yuan, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, and  others

   arXiv preprint arXiv:2307.05161, 2023

   PDF

7. 

   MotifRetro: Exploring the Combinability-Consistency Trade-offs in retrosynthesis via Dynamic Motif Editing

   Zhangyang Gao*, Xingran Chen*, Cheng Tan*, and Stan Z Li

   arXiv preprint arXiv:2305.15153, 2023

   PDF

2022

1. 1Cademy@ Causal News Corpus 2022: Enhance Causal Span Detection via Beam-Search-based Position Selector

   Xingran Chen, Ge Zhang, Adam Nik, Mingyu Li, and Jie Fu

   In The 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE @ EMNLP 2022), 2022

   PDF
2. 1Cademy@ Causal News Corpus 2022: Leveraging Self-Training in Causality Classification of Socio-Political Event Data

   Adam Nik, Ge Zhang, Xingran Chen, Mingyu Li, and Jie Fu

   In The 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE @ EMNLP 2022), 2022

   PDF
3. Map-music2vec: A simple and effective baseline for self-supervised music audio representation learning

   Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Chenghua Lin, Xingran Chen, Anton Ragni, Hanzhi Yin, Zhijie Hu, Haoyu He, and  others

   arXiv preprint arXiv:2212.02508, 2022

   PDF

4. 

   Instance-based Learning for Knowledge Base Completion

   Wanyun Cui, and Xingran Chen

   NeurIPS 2022, 2022

   PDF Code

2021

1. 

   Open Rule Induction

   Wanyun Cui, and Xingran Chen

   In NeurIPS 2021, 2021

   PDF Code Poster Slides Video

2. 

   Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense

   Wanyun Cui, and Xingran Chen

   In ACL 2022 Findings, 2021

   PDF Code