Qiu, Linlu
- The Surprising Effectiveness of Test-Time Training for Few-Shot Learning
2024/11/11 by Ekin Akyürek, Mehul Damani, Akyürek, Ekin +14 · 17 voices · 54 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning
- Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks
2023/07/05 by Zhaofeng Wu, Linlu Qiu, Wu, Zhaofeng +15 · 8 voices · 54 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps
2024/07/09 by Yung-Sung Chuang, Linlu Qiu, Chuang, Yung-Sung +9 · 2 voices · 36 citations
Psychology · #cs.CL #cs.AI #cs.LG
- Quasi-Dense Similarity Learning for Multiple Object Tracking
2020/06/11 by Jiangmiao Pang, Linlu Qiu, Pang, Jiangmiao +11 · 16 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Machine Learning (cs.LG) #UAV Applications and Optimization #Video Surveillance and Tracking Methods
- Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement
2023/10/12 by Linlu Qiu, Liwei Jiang, Qiu, Linlu +19 · 16 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking
2022/10/12 by Tobias Fischer, Fischer, Tobias, Thomas E. Huang +11 · 11 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Nasal Surgery and Airway Studies #Video Surveillance and Tracking Methods
- Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing
2022/09/29 by Yury Zemlyanskiy, Michiel de Jong, Zemlyanskiy, Yury +13 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing
2022/05/24 by Qiu, Linlu, Shaw, Peter, Pasupat, Panupong +5 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Learning to Reason via Program Generation, Emulation, and Search
2024/05/25 by Nathaniel Weir, Muhammad Khalifa, Weir, Nathaniel +7 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Teaching and Learning Programming
- Bias Amplification in Language Model Evolution: An Iterated Learning Perspective
2024/04/04 by Yi Ren, Shangmin Guo, Ren, Yi +7 · 1 voice · 3 citations
Computer Science · Social Sciences · #Language and cultural evolution #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Bayesian Teaching Enables Probabilistic Reasoning in Large Language Models
2025/03/21 by Qiu, Linlu, Sha, Fei, Allen, Kelsey +3 · 8 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Systematic Generalization on gSCAN: What is Nearly Solved and What is Next?
2021/09/25 by Linlu Qiu, Qiu, Linlu, Hexiang Hu +7 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Visually Grounded Concept Composition
2021/09/29 by Zhang, Bowen, Hu, Hexiang, Qiu, Linlu +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Improving Compositional Generalization with Latent Structure and Data Augmentation
2021/12/14 by Linlu Qiu, Qiu, Linlu, Peter Shaw +11 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling