Ji Xin

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 28

Top Topics

Invariant Representation

Natural Language Processing

Information Bottleneck

Top Venues

Publications

Ji Xin, Raphael Tang, Zhiying Jiang, Yaoliang Yu, Jimmy Lin
Operator Selection and Ordering in a Pipeline Approach to Efficiency Optimizations for Transformers. ACL (Findings) (2023)
Linfeng Du, Ji Xin, Alex Labach, Saba Zuberi, Maksims Volkovs, Rahul G. Krishnan
MultiResFormer: Transformer with Adaptive Multi-Resolution Modeling for General Time Series Forecasting. CoRR (2023)
Minghan Li, Xinyu Zhang, Ji Xin, Hongyang Zhang, Jimmy Lin
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking. CoRR (2022)
Minghan Li, Xinyu Zhang, Ji Xin, Hongyang Zhang, Jimmy Lin
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking. EMNLP (2022)
Zhiying Jiang, Yiqin Dai, Ji Xin, Ming Li, Jimmy Lin
Few-Shot Non-Parametric Learning with Deep Latent Variable Model. NeurIPS (2022)
Ji Xin, Raphael Tang, Zhiying Jiang, Yaoliang Yu, Jimmy Lin
Building an Efficiency Pipeline: Commutativity and Cumulativeness of Efficiency Operators for Transformers. CoRR (2022)
Ji Xin, Chenyan Xiong, Ashwin Srinivasan, Ankita Sharma, Damien Jose, Paul Bennett
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations. ACL (Findings) (2022)
Raphael Tang, Karun Kumar, Ji Xin, Piyush Vyas, Wenyan Li, Gefei Yang, Yajie Mao, G. Craig Murray, Jimmy Lin
Temporal Early Exiting for Streaming Speech Commands Recognition. ICASSP (2022)
Zhiying Jiang, Yiqin Dai, Ji Xin, Ming Li, Jimmy Lin
Few-Shot Non-Parametric Learning with Deep Latent Variable Model. CoRR (2022)
Wei Zhong, Xinyu Zhang, Ji Xin, Richard Zanibbi, Jimmy Lin
Approach Zero and Anserini at the CLEF-2021 ARQMath Track: Applying Substructure Search and BM25 on Operator Tree Path Tokens. CLEF (Working Notes) (2021)
Raphael Tang, Karun Kumar, Kendra Chalkley, Ji Xin, Liming Zhang, Wenyan Li, Gefei Yang, Yajie Mao, Junho Shin, Geoffrey Craig Murray, Jimmy Lin
Voice Query Auto Completion. EMNLP (1) (2021)
Ji Xin, Chenyan Xiong, Ashwin Srinivasan, Ankita Sharma, Damien Jose, Paul N. Bennett
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations. CoRR (2021)
Mayank Anand, Jiarui Zhang, Shane Ding, Ji Xin, Jimmy Lin
Serverless BM25 Search and BERT Reranking. DESIRES (2021)
Xueguang Ma, Minghan Li, Kai Sun, Ji Xin, Jimmy Lin
Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval. EMNLP (1) (2021)
Ji Xin, Raphael Tang, Yaoliang Yu, Jimmy Lin
The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing. ACL/IJCNLP (1) (2021)
Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin
How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks. BlackboxNLP@EMNLP (2021)
Ji Xin, Raphael Tang, Yaoliang Yu, Jimmy Lin
BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression. EACL (2021)
Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin
Inserting Information Bottleneck for Attribution in Transformers. EMNLP (Findings) (2020)
Ji Xin, Raphael Tang, Jaejun Lee, Yaoliang Yu, Jimmy Lin
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference. ACL (2020)
Raphael Tang, Jaejun Lee, Ji Xin, Xinyu Liu, Yaoliang Yu, Jimmy Lin
Showing Your Work Doesn't Always Work. ACL (2020)
Raphael Tang, Jaejun Lee, Ji Xin, Xinyu Liu, Yaoliang Yu, Jimmy Lin
Showing Your Work Doesn't Always Work. CoRR (2020)
Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin
Inserting Information Bottlenecks for Attribution in Transformers. CoRR (2020)
Ji Xin, Rodrigo Nogueira, Yaoliang Yu, Jimmy Lin
Early Exiting BERT for Efficient Document Ranking. SustaiNLP@EMNLP (2020)
Ji Xin, Raphael Tang, Jaejun Lee, Yaoliang Yu, Jimmy Lin
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference. CoRR (2020)
Achyudh Ram, Ji Xin, Meiyappan Nagappan, Yaoliang Yu, Rocío Cabrera Lozoya, Antonino Sabetta, Jimmy Lin
Exploiting Token and Path-based Representations of Code for Identifying Security-Relevant Commits. CoRR (2019)
Ji Xin, Jimmy Lin, Yaoliang Yu
What Part of the Neural Network Does This? Understanding LSTMs by Measuring and Dissecting Neurons. EMNLP/IJCNLP (1) (2019)
Ji Xin, Yankai Lin, Zhiyuan Liu, Maosong Sun
Improving Neural Fine-Grained Entity Typing With Knowledge Attention. AAAI (2018)
Ji Xin, Hao Zhu, Xu Han, Zhiyuan Liu, Maosong Sun
Put It Back: Entity Typing with Language Model Enhancement. EMNLP (2018)