Xi Victoria Lin
- OPT: Open Pre-trained Transformer Language Models
2022/05/02 by Susan Zhang, Zhang, Susan, Stephen Roller +35 · 2 voices · 351 citations
#cs.CL #cs.LG
- Efficient Large Scale Language Modeling with Mixtures of Experts
2021/12/20 by Mikel Artetxe, Artetxe, Mikel, Shruti Bhosale +47 · 1 voice · 20 citations
Computer Science · #Topic Modeling #Expert finding and Q&A systems #Machine Learning in Healthcare
- LEVER: Learning to Verify Language-to-Code Generation with Execution
2023/02/16 by Ansong Ni, Srini Iyer, Ni, Ansong +11 · 1 voice · 29 citations
Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.CL #cs.LG #cs.PL #cs.SE
- NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System
2018/02/25 by Xi Victoria Lin, Lin, Xi Victoria, Chenglong Wang +5 · 1 voice · 13 citations
#cs.CL #cs.SE
- FOLIO: Natural Language Reasoning with First-Order Logic
2022/09/02 by Simeng Han, Han, Simeng, Hailey Schoelkopf +58 · 36 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
- CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain\n Natural Language Interfaces to Databases
2019/09/11 by Tao Yu, Rui Zhang, Yu, Tao +47 · 27 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- RA-DIT: Retrieval-Augmented Dual Instruction Tuning
2023/10/02 by Xi Victoria Lin, Xilun Chen, Lin, Xi Victoria +20 · 35 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
- Few-shot Learning with Multilingual Language Models
2021/12/20 by Xi Victoria Lin, Todor Mihaylov, Lin, Xi Victoria +39 · 18 citations
Computer Science · #Topic Modeling #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques
- LMFusion: Adapting Pretrained Language Models for Multimodal Generation
2024/12/19 by Weijia Shi, Xiaochuang Han, Shi, Weijia +11 · 47 citations
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Multimodal Machine Learning Applications
- Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models
2024/11/07 by Weixin Liang, Lili Yu, Liang Luo +8 · 6 voices · 4 citations
Computer Science · #cs.CL
- DART: Open-Domain Structured Data Record to Text Generation
2020/07/06 by Linyong Nan, Nan, Linyong, Dragomir Radev +45 · 7 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Lifting the Curse of Multilinguality by Pre-training Modular Transformers
2022/05/12 by Jonas Pfeiffer, Pfeiffer, Jonas, Naman Goyal +11 · 7 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Nearest Neighbor Speculative Decoding for LLM Generation and Attribution
2024/05/29 by Minghan Li, Xilun Chen, Ari Holtzman +4 · 1 voice · 4 citations
Computer Science · #cs.CL
- Instruction-tuned Language Models are Better Knowledge Learners
2024/02/20 by Zhengbao Jiang, Zhiqing Sun, Jiang, Zhengbao +15 · 6 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model
2023/05/23 by Tim Dettmers, Liu, Zeyu Leo, Dettmers, Tim +6 · 4 citations
Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #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
- Pisces: An Auto-regressive Foundation Model for Image Understanding and Generation
2025/06/12 by Zhiyang Xu, Jiuhai Chen, Xu, Zhiyang +23 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications