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Ahmed Hassan Awadallah

  1. Orca: Progressive Learning from Complex Explanation Traces of GPT-4
    2023/06/05 by Subhabrata Mukherjee, Arindam Mitra, Mukherjee, Subhabrata +10 · 12 voices · 59 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare #Topic Modeling
  2. Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
    2024/04/22 by Marah Abdin, Abdin, Marah, Jyoti Aneja +262 · 8 voices · 614 citations
    Computer Science · #Computational Physics and Python Applications
  3. AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
    2023/08/16 by Qingyun Wu, Wu, Qingyun, Gagan Bansal +26 · 3 voices · 538 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies #cs.AI #cs.CL
  4. Orca 2: Teaching Small Language Models How to Reason
    2023/11/18 by Arindam Mitra, Mitra, Arindam, Luciano Del Corro +30 · 3 voices · 32 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques #Topic Modeling #cs.AI
  5. QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
    2021/04/13 by Ming Zhong, Zhong, Ming, Da Yin +19 · 64 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  6. Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
    2024/04/22 by Dujian Ding, Ankur Mallick, Ding, Dujian +13 · 94 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Caching and Content Delivery #Computation and Language (cs.CL) #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software-Defined Networks and 5G
  7. OmniParser for Pure Vision Based GUI Agent
    2024/08/01 by Yadong Lü, Jianwei Yang, Lu, Yadong +5 · 73 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques
  8. Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
    2024/11/07 by Adam Fourney, Fourney, Adam, Gagan Bansal +35 · 82 citations
    Decision Sciences · Computer Science · #Complex Systems and Decision Making #AI-based Problem Solving and Planning #Multi-Agent Systems and Negotiation
  9. Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
    2021/11/04 by Boxin Wang, Wang, Boxin, Chejian Xu +13 · 32 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  10. AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
    2022/10/31 by Yaqing Wang, Sahaj Agarwal, Wang, Yaqing +11 · 28 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  11. Orca-Math: Unlocking the potential of SLMs in Grade School Math
    2024/02/16 by Arindam Mitra, Mitra, Arindam, Hamed Khanpour +5 · 34 citations
    Mathematics · Social Sciences · #Artificial Intelligence (cs.AI) #Cognitive and developmental aspects of mathematical skills #Computation and Language (cs.CL) #Education and Technology Integration #FOS: Computer and information sciences #Mathematics Education and Pedagogy
  12. Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF
    2024/05/31 by Tengyang Xie, Dylan J. Foster, Xie, Tengyang +10 · 1 voice · 32 citations
    Computer Science · Mathematics · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.CL #cs.LG #stat.ML
  13. AgentInstruct: Toward Generative Teaching with Agentic Flows
    2024/07/03 by Arindam Mitra, Mitra, Arindam, Luciano Del Corro +31 · 1 voice · 28 citations
    Computer Science · #Multi-Agent Systems and Negotiation #cs.AI #cs.CL #cs.LG
  14. Meta Label Correction for Noisy Label Learning
    2019/11/10 by Guoqing Zheng, Zheng, Guoqing, Ahmed Hassan Awadallah +3 · 13 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  15. Phi-4-reasoning Technical Report
    2025/04/30 by Marah Abdin, Sahaj Agarwal, Abdin, Marah +45 · 4 voices · 50 citations
    Computer Science · #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI) #Topic Modeling
  16. SkipDecode: Autoregressive Skip Decoding with Batching and Caching for Efficient LLM Inference
    2023/07/05 by Luciano Del Corro, Allie Del Giorno, Del Corro, Luciano +9 · 18 citations
    Computer Science · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling
  17. Teaching Language Models to Hallucinate Less with Synthetic Tasks
    2023/10/10 by Erik Jones, Hamid Palangi, Jones, Erik +13 · 11 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
  18. SummN: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents
    2021/10/16 by Yusen Zhang, Ansong Ni, Zhang, Yusen +15 · 7 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  19. Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback
    2023/04/21 by Nikhil Mehta, Mehta, Nikhil, Milagro Teruel +9 · 9 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
  20. Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents
    2025/02/17 by Vardaan Pahuja, Pahuja, Vardaan, Yadong Lü +13 · 21 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
  21. EcoAssistant: Using LLM Assistant More Affordably and Accurately
    2023/10/03 by Jieyu Zhang, Zhang, Jieyu, Ranjay Krishna +5 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Algorithms #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
  22. Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for LLM Web Agents
    2024/02/27 by Corby Rosset, Ho-Lam Chung, Rosset, Corby +13 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Natural Language Processing Techniques
  23. Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference
    2023/03/08 by Chi Wang, Susan Xueqing Liu, Wang, Chi +3 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
  24. The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy
    2022/03/12 by Tianlong Chen, Zhenyu Zhang, Chen, Tianlong +7 · 5 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
  25. Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners
    2022/04/16 by Shashank Gupta, Gupta, Shashank, Subhabrata Mukherjee +11 · 4 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  26. AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
    2022/05/24 by Yaqing Wang, Wang, Yaqing, Agarwal, Sahaj +10 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  27. ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels
    2022/08/24 by Yue Zhao, Zhao, Yue, Guo‐qing Zheng +7 · 3 citations
    Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  28. Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer
    2020/05/02 by Jieyu Zhao, Subhabrata Mukherjee, Zhao, Jieyu +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  29. Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News
    2020/04/03 by Kai Shu, Shu, Kai, Guo‐qing Zheng +11 · 3 citations
    Computer Science · Medicine · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Misinformation and Its Impacts #Social and Information Networks (cs.SI) #Spam and Phishing Detection #Topic Modeling
  30. AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation
    2022/10/14 by Ganesh Jawahar, Subhabrata Mukherjee, Jawahar, Ganesh +15 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  31. On Improving Summarization Factual Consistency from Natural Language Feedback
    2022/12/20 by Yixin Liu, Budhaditya Deb, Liu, Yixin +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  32. An Empirical Study of Metrics to Measure Representational Harms in Pre-Trained Language Models
    2023/01/22 by Saghar Hosseini, Hamid Palangi, Hosseini, Saghar +3 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Topic Modeling
  33. Knowledge Infused Decoding
    2022/04/06 by Ruibo Liu, Guo‐qing Zheng, Liu, Ruibo +13 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  34. sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting
    2024/07/13 by Sanchit Ahuja, Kumar Tanmay, Ahuja, Sanchit +20 · 5 citations
    Computer Science · #Speech and Audio Processing #Video Analysis and Summarization #Speech Recognition and Synthesis
  35. Assessing and Verifying Task Utility in LLM-Powered Applications
    2024/05/03 by Negar Arabzadeh, Arabzadeh, Negar, Nikhil Mehta +12 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Computation and Language (cs.CL) #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques #Software System Performance and Reliability
  36. DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization
    2021/10/15 by Ziming Mao, Chen Wu, Mao, Ziming +17 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  37. Axiomatic Preference Modeling for Longform Question Answering
    2023/12/02 by Corby Rosset, Rosset, Corby, Guo‐qing Zheng +7 · 3 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
  38. Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching
    2018/04/22 by Yang Xiao, Yang, Xiao, Khabsa, Madian +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  39. Speak to your Parser: Interactive Text-to-SQL with Natural Language\n Feedback
    2020/05/05 by Ahmed Elgohary, Elgohary, Ahmed, Saghar Hosseini +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  40. Self-Training with Weak Supervision
    2021/04/12 by Giannis Karamanolakis, Subhabrata Mukherjee, Karamanolakis, Giannis +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (stat.ML) #Machine Learning and Data Classification #Topic Modeling
  41. An Exploratory Study on Long Dialogue Summarization: What Works and What's Next
    2021/09/10 by Yusen Zhang, Zhang, Yusen, Ansong Ni +15 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  42. LiST: Lite Prompted Self-training Makes Parameter-Efficient Few-shot Learners
    2021/10/12 by Yaqing Wang, Wang, Yaqing, Subhabrata Mukherjee +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  43. GRILL: Grounded Vision-language Pre-training via Aligning Text and Image Regions
    2023/05/24 by Woojeong Jin, Subhabrata Mukherjee, Jin, Woojeong +13 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  44. Towards better Human-Agent Alignment: Assessing Task Utility in LLM-Powered Applications
    2024/02/14 by Negar Arabzadeh, Arabzadeh, Negar, Julia Kiseleva +13 · 1 citation
    Computer Science · Engineering · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Robotics and Automated Systems
  45. Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
    2023/10/04 by Chen Dun, Dun, Chen, Mirian Del Carmen Hipolito Garcia +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  46. IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022
    2022/05/27 by Julia Kiseleva, Alexey Skrynnik, Kiseleva, Julia +31 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling