Sheng-Chieh Lin

50 papers A* 10B 1Misc 1Journal 28Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation. CoRR Zhuolin Yang, Zihan Liu, Yang Chen, Wenliang Dai, Boxin Wang, Sheng-Chieh Lin, Chankyu Lee, Yangyi Chen, Dongfu Jiang, Jiafan He, Renjie Pi, Grace Lam, Nayeon Lee, Alexander Bukharin, Mohammad Shoeybi, Bryan Catanzaro, Wei Ping
2025	A*	`conf`	Mm-Embed: Universal Multimodal Retrieval with Multimodal LLMS. ICLR Sheng-Chieh Lin, Chankyu Lee, Mohammad Shoeybi, Jimmy Lin, Bryan Catanzaro, Wei Ping
2025	J	`jnl`	Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models. CoRR Boxin Wang, Chankyu Lee, Nayeon Lee, Sheng-Chieh Lin, Wenliang Dai, Yang Chen, Yangyi Chen, Zhuolin Yang, Zihan Liu, Mohammad Shoeybi, Bryan Catanzaro, Wei Ping
2024	A*	`conf`	FLAME : Factuality-Aware Alignment for Large Language Models. NeurIPS Sheng-Chieh Lin, Luyu Gao, Barlas Oguz, Wenhan Xiong, Jimmy Lin, Scott Yih, Xilun Chen
2024	J	`jnl`	FLAME: Factuality-Aware Alignment for Large Language Models. CoRR Sheng-Chieh Lin, Luyu Gao, Barlas Oguz, Wenhan Xiong, Jimmy Lin, Wen-tau Yih, Xilun Chen
2024	J	`jnl`	MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs. CoRR Sheng-Chieh Lin, Chankyu Lee, Mohammad Shoeybi, Jimmy Lin, Bryan Catanzaro, Wei Ping
2024	J	`jnl`	Synergistic Approach for Simultaneous Optimization of Monolingual, Cross-lingual, and Multilingual Information Retrieval. CoRR Adel Elmahdy, Sheng-Chieh Lin, Amin Ahmad
2024	A*	`conf`	Unifying Multimodal Retrieval via Document Screenshot Embedding. EMNLP Xueguang Ma, Sheng-Chieh Lin, Minghan Li, Wenhu Chen, Jimmy Lin
2024	J	`jnl`	Unifying Multimodal Retrieval via Document Screenshot Embedding. CoRR Xueguang Ma, Sheng-Chieh Lin, Minghan Li, Wenhu Chen, Jimmy Lin
2023	J	`jnl`	A Dense Representation Framework for Lexical and Semantic Matching. ACM Trans. Inf. Syst. Sheng-Chieh Lin, Jimmy Lin
2023	J	`jnl`	Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval. Trans. Assoc. Comput. Linguistics Sheng-Chieh Lin, Minghan Li, Jimmy Lin
2023	—	`conf`	CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval. ACL (1) Minghan Li, Sheng-Chieh Lin, Barlas Oguz, Asish Ghoshal, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen
2023	J	`jnl`	How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval. CoRR Sheng-Chieh Lin, Akari Asai, Minghan Li, Barlas Oguz, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen
2023	—	`conf`	How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval. EMNLP (Findings) Sheng-Chieh Lin, Akari Asai, Minghan Li, Barlas Oguz, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen
2023	A*	`conf`	Improving Conversational Passage Re-ranking with View Ensemble. SIGIR Jia-Huei Ju, Sheng-Chieh Lin, Ming-Feng Tsai, Chuan-Ju Wang
2023	J	`jnl`	Improving Conversational Passage Re-ranking with View Ensemble. CoRR Jia-Huei Ju, Sheng-Chieh Lin, Ming-Feng Tsai, Chuan-Ju Wang
2023	A*	`conf`	One Blade for One Purpose: Advancing Math Information Retrieval using Hybrid Search. SIGIR Wei Zhong, Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin
2023	A*	`conf`	SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes. SIGIR Minghan Li, Sheng-Chieh Lin, Xueguang Ma, Jimmy Lin
2023	J	`jnl`	SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes. CoRR Minghan Li, Sheng-Chieh Lin, Xueguang Ma, Jimmy Lin
2023	A*	`conf`	mAggretriever: A Simple yet Effective Approach to Zero-Shot Multilingual Dense Retrieval. EMNLP Sheng-Chieh Lin, Amin Ahmad, Jimmy Lin
2022	J	`jnl`	A Dense Representation Framework for Lexical and Semantic Matching. CoRR Sheng-Chieh Lin, Jimmy Lin
2022	J	`jnl`	Aggretriever: A Simple Approach to Aggregate Textual Representation for Robust Dense Passage Retrieval. CoRR Sheng-Chieh Lin, Minghan Li, Jimmy Lin
2022	—	`conf`	CFDA & CLIP at TREC 2022 Conversational Assistance Track (CAsT). TREC Jia-Huei Ju, Sheng-Chieh Lin, Li-Young Chang, Ming-Feng Tsai, Chuan-Ju Wang
2022	J	`jnl`	CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval. CoRR Minghan Li, Sheng-Chieh Lin, Barlas Oguz, Asish Ghoshal, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen
2022	—	`conf`	Strong Gravitational Lensing Parameter Estimation with Vision Transformer. ECCV Workshops (1) Kuan-Wei Huang, Geoff Chih-Fan Chen, Po-Wen Chang, Sheng-Chieh Lin, Chia-Jung Hsu, Vishal Thengane, Joshua Yao-Yu Lin
2022	J	`jnl`	Strong Gravitational Lensing Parameter Estimation with Vision Transformer. CoRR Kuan-Wei Huang, Geoff Chih-Fan Chen, Po-Wen Chang, Sheng-Chieh Lin, Chia-Jung Hsu, Vishal Thengane, Joshua Yao-Yu Lin
2021	—	`conf`	A Learning Framework with Disposable Auxiliary Networks for Early Prediction of Product Success. WI/IAT Chih-Ting Yeh, Zhe-Li Lin, Sheng-Chieh Lin, Jing-Kai Lou, Ming-Feng Tsai, Chuan-Ju Wang
2021	A*	`conf`	Chatty Goose: A Python Framework for Conversational Search. SIGIR Edwin Zhang, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Nogueira, Jimmy Lin
2021	—	`conf`	Contextualized Query Embeddings for Conversational Search. EMNLP (1) Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin
2021	J	`jnl`	Contextualized Query Embeddings for Conversational Search. CoRR Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin
2021	J	`jnl`	Densifying Sparse Representations for Passage Retrieval by Representational Slicing. CoRR Sheng-Chieh Lin, Jimmy Lin
2021	A*	`conf`	Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling. SIGIR Sebastian Hofstätter, Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin, Allan Hanbury
2021	J	`jnl`	Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling. CoRR Sebastian Hofstätter, Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin, Allan Hanbury
2021	—	`conf`	In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval. RepL4NLP@ACL-IJCNLP Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin
2021	J	`jnl`	Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting. ACM Trans. Inf. Syst. Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin
2021	A*	`conf`	Pyserini: A Python Toolkit for Reproducible Information Retrieval Research with Sparse and Dense Representations. SIGIR Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Nogueira
2021	J	`jnl`	Pyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense Representations. CoRR Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Nogueira
2020	J	`jnl`	Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models. CoRR Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin
2020	B	`conf`	Designing Templates for Eliciting Commonsense Knowledge from Pretrained Sequence-to-Sequence Models. COLING Jheng-Hong Yang, Sheng-Chieh Lin, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin
2020	J	`jnl`	Distilling Dense Representations for Ranking using Tightly-Coupled Teachers. CoRR Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin
2020	J	`jnl`	Optical Wavelength Guided Self-Supervised Feature Learning For Galaxy Cluster Richness Estimate. CoRR Gongbo Liang, Yuanyuan Su, Sheng-Chieh Lin, Yu Zhang, Yuanyuan Zhang, Nathan Jacobs
2020	J	`jnl`	Personalized TV Recommendation: Fusing User Behavior and Preferences. CoRR Sheng-Chieh Lin, Ting-Wei Lin, Jing-Kai Lou, Ming-Feng Tsai, Chuan-Ju Wang
2020	J	`jnl`	Query Reformulation using Query History for Passage Retrieval in Conversational Search. CoRR Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin
2020	Misc	`conf`	Self-Attentive Sentimental Sentence Embedding for Sentiment Analysis. ICASSP Sheng-Chieh Lin, Wen-Yuh Su, Po-Chuan Chien, Ming-Feng Tsai, Chuan-Ju Wang
2020	—	`conf`	TREC 2020 Notebook: CAsT Track. TREC Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin
2020	J	`jnl`	TTTTTackling WinoGrande Schemas. CoRR Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin
2019	—	`conf`	Negative-Aware Collaborative Filtering. RecSys (Late-Breaking Results) Sheng-Chieh Lin, Yu-Neng Chuang, Sheng-Fang Yang, Ming-Feng Tsai, Chuan-Ju Wang
2019	—	`conf`	Query and Answer Expansion from Conversation History. TREC Jheng-Hong Yang, Sheng-Chieh Lin, Chuan-Ju Wang, Jimmy Lin, Ming-Feng Tsai
2013	J	`jnl`	JPEG2000 Still Image Coding Quality. J. Digit. Imaging Tzong-Jer Chen, Sheng-Chieh Lin, You-Chen Lin, Ren-Gui Cheng, Li-Hui Lin, Wei Wu
2011	J	`jnl`	A Novel Medical Image Quality Index. J. Digit. Imaging Sheng-Chieh Lin, You-Chen Lin, Weng-Song Feng, Jia-Ming Wu, Tzong-Jer Chen