publications

publications in reversed chronological order.

2023

  1. ACL2023
    “Low-Resource” Text Classification: A Parameter-Free Classification Method with Compressors
    Jiang, Zhiying, Yang, Matthew, Tsirlin, Mikhail, Tang, Raphael, Dai, Yiqin, and Lin, Jimmy
    In Findings of the Association for Computational Linguistics (ACL) 2023
  2. preprint
    Approximating Human-Like Few-shot Learning with GPT-based Compression
    Huang, Cynthia*, Xie, Yuqing*, Jiang, Zhiying*, Lin, Jimmy, and Li, Ming
    In preprint 2023
  3. ACL2023
    What the DAAM: Interpreting Stable Diffusion Using Cross Attention
    Tang, Raphael, Liu, Linqing, Pandey, Akshat, Jiang, Zhiying, Yang, Gefei, Kumar, Karun, Stenetorp, Pontus, Lin, Jimmy, and Ture, Ferhan
    In Proceedings of Association for Computational Linguistics (ACL), Best Paper Award, 2023

2022

  1. NeurIPS2022
    Few-Shot Non-Parametric Learning with Deep Latent Variable Model
    Jiang, Zhiying, Dai, Yiqin, Xin, Ji, Li, Ming, and Lin, Jimmy
    In Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS) Spotlight. 2022

2021

  1. BlackBoxNLP
    How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks
    Jiang, Zhiying, Tang, Raphael, Xin, Ji, and Lin, Jimmy
    In Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP 2021
  2. ICLR Workshop
    Investigating the Limitations of Transformers with Simple Arithmetic Tasks
    Nogueira, Rodrigo, Jiang, Zhiying, and Lin, Jimmy
    Proceedings of the First Mathematical Reasoning in General Artificial Intelligence Workshop, ICLR 2021

2020

  1. EMNLP2020
    Inserting Information Bottleneck for Attribution in Transformers
    Jiang, Zhiying, Tang, Raphael, Xin, Ji, and Lin, Jimmy
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings 2020
  2. EMNLP2020
    Document Ranking with a Pretrained Sequence-to-Sequence Model
    Nogueira, Rodrigo*, Jiang, Zhiying*, Pradeep, Ronak, and Lin, Jimmy
    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings 2020
  3. CEUR
    Evaluating pretrained transformer models for citation recommendation
    Nogueira, Rodrigo, Jiang, Zhiying, Cho, Kyunghyun, and Lin, Jimmy
    CEUR Workshop Proceedings 2020
  4. arxiv
    Navigation-Based Candidate Expansion and Pretrained Language Models for Citation Recommendation
    Nogueira, Rodrigo, Jiang, Zhiying, Cho, Kyunghyun, and Lin, Jimmy
    arXiv preprint arXiv:2001.08687 2020

2019

  1. ACL2019
    PaperRobot: Incremental Draft Generation of Scientific Ideas
    Wang, Qingyun, Huang, Lifu, Jiang, Zhiying, Knight, Kevin, Ji, Heng, Bansal, Mohit, and Luan, Yi
    In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics 2019

2018

  1. BEA
    Chengyu cloze test
    Jiang, Zhiying, Zhang, Boliang, Huang, Lifu, and Ji, Heng
    In Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications 2018