Fazel-Zarandi, Maryam

1. Scaling Speech Technology to 1,000+ Languages
   2023/05/22 by Vineel Pratap, Andros Tjandra, Pratap, Vineel +29 · 69 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
2. ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning
   2022/12/15 by Olga Golovneva, Moya Chen, Golovneva, Olga +11 · 33 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
3. Self-Taught Evaluators
   2024/08/05 by Tianlu Wang, Wang, Tianlu, Ilia Kulikov +17 · 14 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
4. Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning
   2023/09/05 by Lili Yu, Yu, Lili, Bowen Shi +51 · 7 citations
   Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
5. Shepherd: A Critic for Language Model Generation
   2023/08/08 by Tianlu Wang, Wang, Tianlu, Ping Yu +17 · 6 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
6. Self-Consistency Preference Optimization
   2024/11/06 by Archiki Prasad, Weizhe Yuan, Prasad, Archiki +15 · 9 citations
   Business, Management and Accounting · Computer Science · #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #Collaboration in agile enterprises #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Service-Oriented Architecture and Web Services
7. Cocktail HuBERT: Generalized Self-Supervised Pre-training for Mixture and Single-Source Speech
   2023/03/20 by Maryam Fazel-Zarandi, Fazel-Zarandi, Maryam, Wei-Ning Hsu +1 · 3 citations
   Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
8. Logical Reasoning for Task Oriented Dialogue Systems
   2022/02/08 by Beygi, Sajjad, Fazel-Zarandi, Maryam, Cervone, Alessandra +2 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
9. Explore Theory of Mind: Program-guided adversarial data generation for theory of mind reasoning
   2024/12/12 by Melanie Sclar, Sclar, Melanie, Jian Yu +11 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. DOMINO: A Dual-System for Multi-step Visual Language Reasoning
    2023/10/04 by Peifang Wang, Olga Golovneva, Wang, Peifang +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
11. Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems
    2022/03/20 by Yi-Lin Tuan, Sajjad Beygi, Tuan, Yi-Lin +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
12. Learning Robust Dialog Policies in Noisy Environments
    2017/12/11 by Maryam Fazel-Zarandi, Shang-Wen Li, Fazel-Zarandi, Maryam +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Speech and dialogue systems #Topic Modeling
13. PathFinder: Guided Search over Multi-Step Reasoning Paths
    2023/12/08 by Golovneva, Olga, O'Brien, Sean, Pasunuru, Ramakanth +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
14. AdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following
    2025/11/13 by Yun He, He, Yun, Wenzhe Li +46 · 2 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning