| 2025 | ICLR | Mm-Embed: Universal Multimodal Retrieval with Multimodal LLMS. | Sheng-Chieh Lin, Chankyu Lee, Mohammad Shoeybi, Jimmy Lin, Bryan Catanzaro, Wei Ping |
| 2024 | EMNLP | Unifying Multimodal Retrieval via Document Screenshot Embedding. | Xueguang Ma, Sheng-Chieh Lin, Minghan Li, Wenhu Chen, Jimmy Lin |
| 2023 | ACL | CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval. | Minghan Li, Sheng-Chieh Lin, Barlas Oguz, Asish Ghoshal, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen |
| 2023 | EMNLP | mAggretriever: A Simple yet Effective Approach to Zero-Shot Multilingual Dense Retrieval. | Sheng-Chieh Lin, Amin Ahmad, Jimmy Lin |
| 2023 | EMNLP | How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval. | Sheng-Chieh Lin, Akari Asai, Minghan Li, Barlas Oguz, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen |
| 2023 | SIGIR | Improving Conversational Passage Re-ranking with View Ensemble. | Jia-Huei Ju, Sheng-Chieh Lin, Ming-Feng Tsai, Chuan-Ju Wang |
| 2023 | SIGIR | SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes. | Minghan Li, Sheng-Chieh Lin, Xueguang Ma, Jimmy Lin |
| 2023 | SIGIR | One Blade for One Purpose: Advancing Math Information Retrieval using Hybrid Search. | Wei Zhong, Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin |
| 2022 | ECCV | Strong Gravitational Lensing Parameter Estimation with Vision Transformer. | Kuan-Wei Huang, Geoff Chih-Fan Chen, Po-Wen Chang, Sheng-Chieh Lin, Chia-Jung Hsu, Vishal Thengane, Joshua Yao-Yu Lin |
| 2021 | EMNLP | Contextualized Query Embeddings for Conversational Search. | Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin |
| 2021 | SIGIR | Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling. | Sebastian Hofsttter, Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin, Allan Hanbury |
| 2021 | SIGIR | Pyserini: A Python Toolkit for Reproducible Information Retrieval Research with Sparse and Dense Representations. | Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Nogueira |
| 2021 | SIGIR | Chatty Goose: A Python Framework for Conversational Search. | Edwin Zhang, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Nogueira, Jimmy Lin |
| 2020 | COLING | Designing Templates for Eliciting Commonsense Knowledge from Pretrained Sequence-to-Sequence Models. | Jheng-Hong Yang, Sheng-Chieh Lin, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin |
| 2020 | ICASSP | Self-Attentive Sentimental Sentence Embedding for Sentiment Analysis. | Sheng-Chieh Lin, Wen-Yuh Su, Po-Chuan Chien, Ming-Feng Tsai, Chuan-Ju Wang |
| 2019 | RecSys | Negative-Aware Collaborative Filtering. | Sheng-Chieh Lin, Yu-Neng Chuang, Sheng-Fang Yang, Ming-Feng Tsai, Chuan-Ju Wang |