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Wang, Yizhong

  1. DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs
    2019/03/01 by Dheeru Dua, Dua, Dheeru, Yizhong Wang +9 · 2 voices · 125 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL
  2. Self-Instruct: Aligning Language Models with Self-Generated Instructions
    2022/12/20 by Yizhong Wang, Yeganeh Kordi, Wang, Yizhong +11 · 3 voices · 310 citations
    Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Topic Modeling #cs.AI #cs.CL
  3. Tulu 3: Pushing Frontiers in Open Language Model Post-Training
    2024/11/22 by Nathan Lambert, Jacob Morrison, Lambert, Nathan +44 · 9 voices · 262 citations
    Computer Science · #Natural Language Processing Techniques
  4. One Embedder, Any Task: Instruction-Finetuned Text Embeddings
    2022/12/19 by Hongjin Su, Su, Hongjin, Weijia Shi +18 · 3 voices · 45 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
  5. CareerX: A Retrieval-Augmented Generation Framework for Personalized AI-Driven Career Guidance
    2023/10/17 by Zeqiu Wu, Asai, Akari, Wu, Zeqiu +4 · 313 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
  6. Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
    2022/04/16 by Yizhong Wang, Swaroop Mishra, Wang, Yizhong +77 · 73 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  7. TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering
    2023/03/21 by Yushi Hu, Hu, Yushi, Benlin Liu +11 · 81 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
  8. OLMo: Accelerating the Science of Language Models
    2024/02/01 by Dirk Groeneveld, Iz Beltagy, Groeneveld, Dirk +83 · 94 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  9. Retrieval Head Mechanistically Explains Long-Context Factuality
    2024/04/24 by Wenhao Wu, Wu, Wenhao, Yizhong Wang +7 · 1 voice · 35 citations
    Computer Science · Neuroscience · #Memory Processes and Influences #Topic Modeling #cs.CL
  10. Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics
    2020/09/22 by Swayamdipta, Swabha, Schwartz, Roy, Lourie, Nicholas +4 · 34 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  11. Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging
    2023/10/17 by Joel Jang, Jang, Joel, Seungone Kim +15 · 44 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  12. MultiModalQA: Complex Question Answering over Text, Tables and Images
    2021/04/13 by Alon Talmor, Talmor, Alon, Ori Yoran +15 · 27 citations
    Computer Science · #Artificial Intelligence (cs.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 #Topic Modeling
  13. How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources
    2023/06/07 by Yizhong Wang, Wang, Yizhong, Hamish Ivison +19 · 34 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
  14. Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2
    2023/11/17 by Hamish Ivison, Ivison, Hamish, Yizhong Wang +20 · 2 voices · 23 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL
  15. DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications
    2017/11/14 by Wei He, Kai Liu, He, Wei +22 · 16 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  16. Fine-grained Hallucination Detection and Editing for Language Models
    2024/01/12 by Abhika Mishra, Mishra, Abhika, Akari Asai +11 · 25 citations
    Computer Science · Psychology · #Topic Modeling #Mental Health via Writing #Machine Learning in Healthcare
  17. Do NLP Models Know Numbers? Probing Numeracy in Embeddings
    2019/09/17 by Wallace, Eric, Wang, Yizhong, Li, Sujian +2 · 10 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Tuning Language Models by Proxy
    2024/01/16 by Alisa Liu, Xiaochuang Han, Liu, Alisa +9 · 1 voice · 12 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  19. Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback
    2024/06/13 by Hamish Ivison, Ivison, Hamish, Yizhong Wang +15 · 19 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. Automated Lay Language Summarization of Biomedical Scientific Reviews
    2020/12/23 by Yue Guo, Guo, Yue, Wei Qiu +5 · 6 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  21. Probing Across Time: What Does RoBERTa Know and When?
    2021/04/16 by Liu, Leo Z., Wang, Yizhong, Kasai, Jungo +2 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  22. Set the Clock: Temporal Alignment of Pretrained Language Models
    2024/02/26 by Bowen Zhao, Zander Brumbaugh, Zhao, Bowen +7 · 1 voice · 6 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  23. Evaluating Language Models as Synthetic Data Generators
    2024/12/04 by Seungone Kim, Kim, Seungone, Juyoung Suk +17 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  24. HINT: Hypernetwork Instruction Tuning for Efficient Zero- & Few-Shot Generalisation
    2022/12/20 by Hamish Ivison, Akshita Bhagia, Ivison, Hamish +7 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  25. Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback
    2024/10/24 by Lester James V. Miranda, Miranda, Lester James V., Yizhong Wang +15 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Semantic Web and Ontologies #Speech and dialogue systems
  26. Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning
    2024/10/10 by Wang, Shuhe, Wang, Guoyin, Wang, Yizhong +3 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. Tur[k]ingBench: A Challenge Benchmark for Web Agents
    2024/03/18 by Xu, Kevin, Kordi, Yeganeh, Nayak, Tanay +7 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  28. LiveQA: A Question Answering Dataset over Sports Live
    2020/10/01 by Qianying Liu, Liu, Qianying, Sicong Jiang +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  29. Long Context Alignment with Short Instructions and Synthesized Positions
    2024/05/07 by Wu, Wenhao, Wang, Yizhong, Fu, Yao +3 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  30. Machine Reading Comprehension: a Literature Review
    2019/06/30 by Xin Zhang, Zhang, Xin, Yang An +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  31. Toward Fast and Accurate Neural Discourse Segmentation
    2018/08/28 by Wang, Yizhong, Li, Sujian, Yang, Jingfeng · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. EvalTree: Profiling Language Model Weaknesses via Hierarchical Capability Trees
    2025/03/11 by Zeng, Zhiyuan, Wang, Yizhong, Hajishirzi, Hannaneh +1 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. HREF: Human Response-Guided Evaluation of Instruction Following in Language Models
    2024/12/20 by Xinxi Lyu, Lyu, Xinxi, Yizhong Wang +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques #Speech and dialogue systems
  34. BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models
    2023/10/02 by Qingqing Cao, Sewon Min, Cao, Qingqing +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling