Ji Xin

According to our database, Ji Xin authored at least 23 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

MultiResFormer: Transformer with Adaptive Multi-Resolution Modeling for General Time Series Forecasting.

Linfeng Du, Ji Xin, Alex Labach, Saba Zuberi, Maksims Volkovs, Rahul G. Krishnan

CoRR, 2023

Operator Selection and Ordering in a Pipeline Approach to Efficiency Optimizations for Transformers.

Ji Xin, Raphael Tang, Zhiying Jiang, Yaoliang Yu, Jimmy Lin

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Building an Efficiency Pipeline: Commutativity and Cumulativeness of Efficiency Operators for Transformers.

Ji Xin, Raphael Tang, Zhiying Jiang, Yaoliang Yu, Jimmy Lin

CoRR, 2022

Few-Shot Non-Parametric Learning with Deep Latent Variable Model.

Zhiying Jiang, Yiqin Dai, Ji Xin, Ming Li, Jimmy Lin

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Temporal Early Exiting for Streaming Speech Commands Recognition.

Raphael Tang, Karun Kumar, Ji Xin, Piyush Vyas, Wenyan Li, Gefei Yang, Yajie Mao, G. Craig Murray, Jimmy Lin

Proceedings of the IEEE International Conference on Acoustics, 2022

Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking.

Minghan Li, Xinyu Zhang, Ji Xin, Hongyang Zhang, Jimmy Lin

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations.

Ji Xin, Chenyan Xiong, Ashwin Srinivasan, Ankita Sharma, Damien Jose, Paul Bennett

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Voice Query Auto Completion.

Raphael Tang, Karun Kumar, Kendra Chalkley, Ji Xin, Liming Zhang, Wenyan Li, Gefei Yang, Yajie Mao, Junho Shin, Geoffrey Craig Murray, Jimmy Lin

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval.

Xueguang Ma, Minghan Li, Kai Sun, Ji Xin, Jimmy Lin

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression.

Ji Xin, Raphael Tang, Yaoliang Yu, Jimmy Lin

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Serverless BM25 Search and BERT Reranking.

Mayank Anand, Jiarui Zhang, Shane Ding, Ji Xin, Jimmy Lin

Proceedings of the Second International Conference on Design of Experimental Search & Information REtrieval Systems, 2021

Approach Zero and Anserini at the CLEF-2021 ARQMath Track: Applying Substructure Search and BM25 on Operator Tree Path Tokens.

Wei Zhong, Xinyu Zhang, Ji Xin, Richard Zanibbi, Jimmy Lin

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks.

Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin

Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021

The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing.

Ji Xin, Raphael Tang, Yaoliang Yu, Jimmy Lin

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Inserting Information Bottlenecks for Attribution in Transformers.

Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin

CoRR, 2020

Early Exiting BERT for Efficient Document Ranking.

Ji Xin, Rodrigo Frassetto Nogueira, Yaoliang Yu, Jimmy Lin

Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, 2020

Inserting Information Bottleneck for Attribution in Transformers.

Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference.

Ji Xin, Raphael Tang, Jaejun Lee, Yaoliang Yu, Jimmy Lin

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Showing Your Work Doesn't Always Work.

Raphael Tang, Jaejun Lee, Ji Xin, Xinyu Liu, Yaoliang Yu, Jimmy Lin

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Exploiting Token and Path-based Representations of Code for Identifying Security-Relevant Commits.

Achyudh Ram, Ji Xin, Meiyappan Nagappan, Yaoliang Yu, Rocío Cabrera Lozoya, Antonino Sabetta, Jimmy Lin

CoRR, 2019

What Part of the Neural Network Does This? Understanding LSTMs by Measuring and Dissecting Neurons.

Ji Xin, Jimmy Lin, Yaoliang Yu

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Put It Back: Entity Typing with Language Model Enhancement.

Ji Xin, Hao Zhu, Xu Han, Zhiyuan Liu, Maosong Sun

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Improving Neural Fine-Grained Entity Typing With Knowledge Attention.

Ji Xin, Yankai Lin, Zhiyuan Liu, Maosong Sun

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018