Sheng-Chieh Lin
10 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6) π Academic Marathon (5)
π
Renaissance Researcher
(7)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(31)
π€
Dynamic Duo
(10)
π
Century Club
(10)
Conferences
EMNLP (4)
ACL (2)
COLING (1)
ICLR (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
dense retrieval
(6)
information retrieval
(4)
knowledge distillation
(3)
late interaction
(3)
dense representation
(2)
in-batch negative
(2)
multimodal learning
(1)
passage retrieval
(1)
document retrieval
(1)
conversational search
(1)
query reformulation
(1)
efficient computing
(1)
query embedding
(1)
instruction tuning
(1)
multimodal retrieval
(1)
vision language model
(1)
vision-language model
(1)
supervised fine-tuning
(1)
multiple choice
(1)
commonsense reasoning
(1)
Papers
MM-EMBED: UNIVERSAL MULTIMODAL RETRIEVAL WITH MULTIMODAL LLMS
ICLR 2025
Unifying Multimodal Retrieval via Document Screenshot Embedding
EMNLP 2024
FLAME : Factuality-Aware Alignment for Large Language Models
NIPS 2024
mAggretriever: A Simple yet Effective Approach to Zero-Shot Multilingual Dense Retrieval
EMNLP 2023
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval
ACL 2023
How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval
EMNLP 2023
In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval
IJCNLP 2021
In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval
ACL 2021
Contextualized Query Embeddings for Conversational Search
EMNLP 2021
Designing Templates for Eliciting Commonsense Knowledge from Pretrained Sequence-to-Sequence Models
COLING 2020