vix.ing · top · new · best · stats · spec

Schuster, Tal

  1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1362 citations
    #cs.CL #cs.AI
  2. Programming Puzzles
    2021/06/10 by Tal Schuster, Schuster, Tal, Ashwin Kalyan +5 · 4 voices · 1 citation
    Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Teaching and Learning Programming #cs.AI #cs.CL #cs.LG #cs.PL #cs.SE
  3. Transformer Memory as a Differentiable Search Index
    2022/02/14 by Yi Tay, Vinh Q. Tran, Tay, Yi +24 · 1 voice · 44 citations
    Computer Science · #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling #cs.AI #cs.CL #cs.IR #cs.LG
  4. Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation
    2025/07/14 by Sangmin Bae, Yujin Kim, Bae, Sangmin +19 · 6 voices · 29 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
  5. Confident Adaptive Language Modeling
    2022/07/14 by Tal Schuster, Adam Fisch, Schuster, Tal +13 · 40 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  6. Conformal Risk Control
    2022/08/04 by Anastasios N. Angelopoulos, Stephen Bates, Angelopoulos, Anastasios N. +7 · 30 citations
    Mathematics · #Statistical Methods in Clinical Trials #Advanced Causal Inference Techniques #Statistical Methods and Inference
  7. Conformal Language Modeling
    2023/06/16 by Victor Quach, Adam Fisch, Quach, Victor +11 · 21 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  8. UL2: Unifying Language Learning Paradigms
    2022/05/10 by Tay, Yi, Dehghani, Mostafa, Tran, Vinh Q. +11 · 16 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  9. Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence
    2021/03/15 by Schuster, Tal, Fisch, Adam, Barzilay, Regina · 13 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  10. Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
    2024/10/28 by Sangmin Bae, Adam Fisch, Bae, Sangmin +10 · 2 voices · 10 citations
    Engineering · Computer Science · #cs.CL #cs.LG
  11. Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation
    2022/02/15 by Bulian, Jannis, Buck, Christian, Gajewski, Wojciech +2 · 9 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models
    2022/12/15 by Bernd Bohnet, Vinh Q. Tran, Bohnet, Bernd +39 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  13. Towards Debiasing Fact Verification Models
    2019/08/14 by Schuster, Tal, Shah, Darsh J, Yeo, Yun Jie Serene +3 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. The Limitations of Stylometry for Detecting Machine-Generated Fake News
    2019/08/26 by Schuster, Tal, Schuster, Roei, Shah, Darsh J +1 · 5 citations
    #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  15. Attribute First, then Generate: Locally-attributable Grounded Text Generation
    2024/03/25 by Aviv Slobodkin, Slobodkin, Aviv, Eran Hirsch +7 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  16. Block Transformer: Global-to-Local Language Modeling for Fast Inference
    2024/06/04 by Ho, Namgyu, Bae, Sangmin, Kim, Taehyeon +6 · 9 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. Few-shot Conformal Prediction with Auxiliary Tasks
    2021/02/17 by Fisch, Adam, Schuster, Tal, Jaakkola, Tommi +1 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning
    2021/11/22 by Vamsi Aribandi, Yi Tay, Aribandi, Vamsi +25 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  19. Consistent Accelerated Inference via Confident Adaptive Transformers
    2021/04/18 by Tal Schuster, Adam Fisch, Schuster, Tal +5 · 3 citations
    Computer Science · #Topic Modeling #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms
  20. Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters
    2022/04/15 by Tal Schuster, Sihao Chen, Schuster, Tal +7 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  21. PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition
    2022/12/21 by Chen, Sihao, Buthpitiya, Senaka, Fabrikant, Alex +2 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  22. Automatic Fact-guided Sentence Modification
    2019/09/30 by Shah, Darsh J, Schuster, Tal, Barzilay, Regina · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. Conformal Prediction Sets with Limited False Positives
    2022/02/15 by Fisch, Adam, Schuster, Tal, Jaakkola, Tommi +1 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. SEMQA: Semi-Extractive Multi-Source Question Answering
    2023/11/08 by Tal Schuster, Adam D. Lelkes, Schuster, Tal +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  25. Tomato, Tomahto, Tomate: Do Multilingual Language Models Understand Based on Subword-Level Semantic Concepts?
    2024/11/07 by Xinyu Zhang, Jing Lü, Zhang, Crystina +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  26. TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools
    2024/06/05 by Caciularu, Avi, Jacovi, Alon, Ben-David, Eyal +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences