Xilun Chen
- An Introduction to Vision-Language Modeling
2024/05/27 by Florian Bordes, Richard Yuanzhe Pang, Bordes, Florian +80 · 4 voices · 46 citations
Computer Science · Social Sciences · #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #cs.LG
- FLAME: Factuality-Aware Alignment for Large Language Models
2024/05/02 by Sheng-Chieh Lin, Luyu Gao, Lin, Sheng-Chieh +12 · 1 voice · 13 citations
Computer Science · Social Sciences · #Computational and Text Analysis Methods #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- RA-DIT: Retrieval-Augmented Dual Instruction Tuning
2023/10/02 by Xi Victoria Lin, Xilun Chen, Lin, Xi Victoria +20 · 30 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
- How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval
2023/02/15 by Sheng-Chieh Lin, Akari Asai, Lin, Sheng-Chieh +13 · 17 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
- Muppet: Massive Multi-task Representations with Pre-Finetuning
2021/01/26 by Armen Aghajanyan, Aghajanyan, Armen, Anchit Gupta +9 · 8 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Task-aware Retrieval with Instructions
2022/11/16 by Akari Asai, Asai, Akari, Timo Schick +13 · 10 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Nonparametric Masked Language Modeling
2022/12/02 by Sewon Min, Weijia Shi, Min, Sewon +11 · 1 voice · 2 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG
- Nearest Neighbor Speculative Decoding for LLM Generation and Attribution
2024/05/29 by Minghan Li, Xilun Chen, Ari Holtzman +4 · 1 voice · 3 citations
Computer Science · #cs.CL
- Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification
2016/06/06 by Xilun Chen, Chen, Xilun, Yu Sun +7 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
- UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
2020/12/29 by Barlas Oğuz, Oguz, Barlas, Xilun Chen +15 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
2021/10/13 by Xilun Chen, Chen, Xilun, Kushal Lakhotia +15 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Genomics and Phylogenetic Studies
- Learning to Reason for Factuality
2025/08/07 by Xilun Chen, Ilia Kulikov, Chen, Xilun +13 · 11 citations
#cs.CL
- CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval
2022/11/18 by Minghan Li, Li, Minghan, Sheng-Chieh Lin +13 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- Unsupervised Multilingual Word Embeddings
2018/08/27 by Xilun Chen, Chen, Xilun, Claire Cardie +1 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers
2025/02/25 by Xueguang Ma, Xi Victoria Lin, Ma, Xueguang +9 · 4 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- Two-Level Meta-Rubrics for Evaluating Open-Ended Generation: GAMUT, a Benchmark for Factual Completeness
2026/07/21 by Xilun Chen, Zhaleh Feizollahi, Ross Goodwin +5
#cs.CL