Sheng-Chieh Lin

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 41

Top Topics

Query Reformulation

Sparse Representation

Top Venues

ACM Trans. Inf. Syst.

Publications

Sheng-Chieh Lin, Luyu Gao, Barlas Oguz, Wenhan Xiong, Jimmy Lin, Wen-tau Yih, Xilun Chen
FLAME: Factuality-Aware Alignment for Large Language Models. CoRR (2024)
Xueguang Ma, Sheng-Chieh Lin, Minghan Li, Wenhu Chen, Jimmy Lin
Unifying Multimodal Retrieval via Document Screenshot Embedding. CoRR (2024)
Sheng-Chieh Lin, Jimmy Lin
A Dense Representation Framework for Lexical and Semantic Matching. ACM Trans. Inf. Syst. 41 (4) (2023)
Sheng-Chieh Lin, Minghan Li, Jimmy Lin
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval. Trans. Assoc. Comput. Linguistics 11 (2023)
Sheng-Chieh Lin, Amin Ahmad, Jimmy Lin
mAggretriever: A Simple yet Effective Approach to Zero-Shot Multilingual Dense Retrieval. EMNLP (2023)
Wei Zhong, Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin
One Blade for One Purpose: Advancing Math Information Retrieval using Hybrid Search. SIGIR (2023)
Minghan Li, Sheng-Chieh Lin, Xueguang Ma, Jimmy Lin
SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes. SIGIR (2023)
Minghan Li, Sheng-Chieh Lin, Barlas Oguz, Asish Ghoshal, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval. ACL (1) (2023)
Minghan Li, Sheng-Chieh Lin, Xueguang Ma, Jimmy Lin
SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes. CoRR (2023)
Sheng-Chieh Lin, Akari Asai, Minghan Li, Barlas Oguz, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval. CoRR (2023)
Jia-Huei Ju, Sheng-Chieh Lin, Ming-Feng Tsai, Chuan-Ju Wang
Improving Conversational Passage Re-ranking with View Ensemble. SIGIR (2023)
Jia-Huei Ju, Sheng-Chieh Lin, Ming-Feng Tsai, Chuan-Ju Wang
Improving Conversational Passage Re-ranking with View Ensemble. CoRR (2023)
Sheng-Chieh Lin, Akari Asai, Minghan Li, Barlas Oguz, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen
How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval. EMNLP (Findings) (2023)
Sheng-Chieh Lin, Minghan Li, Jimmy Lin
Aggretriever: A Simple Approach to Aggregate Textual Representation for Robust Dense Passage Retrieval. CoRR (2022)
Kuan-Wei Huang, Geoff Chih-Fan Chen, Po-Wen Chang, Sheng-Chieh Lin, Chia-Jung Hsu, Vishal Thengane, Joshua Yao-Yu Lin
Strong Gravitational Lensing Parameter Estimation with Vision Transformer. ECCV Workshops (1) (2022)
Minghan Li, Sheng-Chieh Lin, Barlas Oguz, Asish Ghoshal, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval. CoRR (2022)
Sheng-Chieh Lin, Jimmy Lin
A Dense Representation Framework for Lexical and Semantic Matching. CoRR (2022)
Jia-Huei Ju, Sheng-Chieh Lin, Li-Young Chang, Ming-Feng Tsai, Chuan-Ju Wang
CFDA & CLIP at TREC 2022 Conversational Assistance Track (CAsT). TREC (2022)
Kuan-Wei Huang, Geoff Chih-Fan Chen, Po-Wen Chang, Sheng-Chieh Lin, Chia-Jung Hsu, Vishal Thengane, Joshua Yao-Yu Lin
Strong Gravitational Lensing Parameter Estimation with Vision Transformer. CoRR (2022)
Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin
Contextualized Query Embeddings for Conversational Search. EMNLP (1) (2021)
Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Nogueira
Pyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense Representations. CoRR (2021)
Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting. ACM Trans. Inf. Syst. 39 (4) (2021)
Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin
In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval. RepL4NLP@ACL-IJCNLP (2021)
Sebastian Hofstätter, Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin, Allan Hanbury
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling. CoRR (2021)
Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Nogueira
Pyserini: A Python Toolkit for Reproducible Information Retrieval Research with Sparse and Dense Representations. SIGIR (2021)
Chih-Ting Yeh, Zhe-Li Lin, Sheng-Chieh Lin, Jing-Kai Lou, Ming-Feng Tsai, Chuan-Ju Wang
A Learning Framework with Disposable Auxiliary Networks for Early Prediction of Product Success. WI/IAT (2021)
Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin
Contextualized Query Embeddings for Conversational Search. CoRR (2021)
Sebastian Hofstätter, Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin, Allan Hanbury
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling. SIGIR (2021)
Edwin Zhang, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Nogueira, Jimmy Lin
Chatty Goose: A Python Framework for Conversational Search. SIGIR (2021)
Sheng-Chieh Lin, Jimmy Lin
Densifying Sparse Representations for Passage Retrieval by Representational Slicing. CoRR (2021)
Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin
Distilling Dense Representations for Ranking using Tightly-Coupled Teachers. CoRR (2020)
Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin
TREC 2020 Notebook: CAsT Track. TREC (2020)
Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin
Query Reformulation using Query History for Passage Retrieval in Conversational Search. CoRR (2020)
Sheng-Chieh Lin, Wen-Yuh Su, Po-Chuan Chien, Ming-Feng Tsai, Chuan-Ju Wang
Self-Attentive Sentimental Sentence Embedding for Sentiment Analysis. ICASSP (2020)
Jheng-Hong Yang, Sheng-Chieh Lin, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin
Designing Templates for Eliciting Commonsense Knowledge from Pretrained Sequence-to-Sequence Models. COLING (2020)
Gongbo Liang, Yuanyuan Su, Sheng-Chieh Lin, Yu Zhang, Yuanyuan Zhang, Nathan Jacobs
Optical Wavelength Guided Self-Supervised Feature Learning For Galaxy Cluster Richness Estimate. CoRR (2020)
Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin
Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models. CoRR (2020)
Sheng-Chieh Lin, Ting-Wei Lin, Jing-Kai Lou, Ming-Feng Tsai, Chuan-Ju Wang
Personalized TV Recommendation: Fusing User Behavior and Preferences. CoRR (2020)
Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin
TTTTTackling WinoGrande Schemas. CoRR (2020)
Sheng-Chieh Lin, Yu-Neng Chuang, Sheng-Fang Yang, Ming-Feng Tsai, Chuan-Ju Wang
Negative-Aware Collaborative Filtering. RecSys (Late-Breaking Results) (2019)
Jheng-Hong Yang, Sheng-Chieh Lin, Chuan-Ju Wang, Jimmy Lin, Ming-Feng Tsai
Query and Answer Expansion from Conversation History. TREC (2019)
Tzong-Jer Chen, Sheng-Chieh Lin, You-Chen Lin, Ren-Gui Cheng, Li-Hui Lin, Wei Wu
JPEG2000 Still Image Coding Quality. J. Digit. Imaging 26 (5) (2013)
Sheng-Chieh Lin, You-Chen Lin, Weng-Song Feng, Jia-Ming Wu, Tzong-Jer Chen
A Novel Medical Image Quality Index. J. Digit. Imaging 24 (5) (2011)