31. Planning Like Human: A Dual-process Framework for Dialogue Planning
    2024/06/08 by Tao He, He, Tao, Lizi Liao +11 · 18 citations
    Computer Science · #Business #Computation and Language (cs.CL) #Computer science #Dual (grammatical number) #FOS: Computer and information sciences #Linguistics #Philosophy #Process (computing) #Process management #Programming language #Speech and dialogue systems
32. Alice in Wonderland: Simple Tasks Showing Complete Reasoning Breakdown in State-Of-the-Art Large Language Models
    2024/06/04 by Marianna Nezhurina, Nezhurina, Marianna, Lucia Cipolina-Kun +5 · 24 voices · 24 citations
    Computer Science · Psychology · #Alice (programming language) #Cognitive science #Computer science #Epistemology #Natural Language Processing Techniques #Philosophy #Programming language #Psychology #Simple (philosophy) #State (computer science) #Topic Modeling #cs.AI #cs.CL #cs.LG
33. A Survey on Large Language Models for Code Generation
    2024/06/01 by J.-H.R. Jiang, Juyong Jiang, Jiang, Juyong +8 · 368 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Code (set theory) #Computation and Language (cs.CL) #Computer science #FOS: Computer and information sciences #Natural Language Processing Techniques #Programming language #Software Engineering (cs.SE)
34. DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data
    2024/05/23 by Huajian Xin, Daya Guo, Xin, Huajian +16 · 2 voices · 110 citations
    Decision Sciences · Mathematics · Medicine · #Automated theorem proving #Calculus (dental) #Cartography #Computer science #Gas meter prover #Geography #Geometry #Mathematical economics #Mathematical proof #Mathematics #Medicine #Programming language #Scale (ratio) #Scientific Computing and Data Management
35. Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models
    2024/05/24 by Yimeng Zhang, Zhang, Yimeng, Xin Chen +15 · 51 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Adversarial system #Artificial intelligence #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Cryptography and Security (cs.CR) #Diffusion #Domain Adaptation and Few-Shot Learning #Erasure #FOS: Computer and information sciences #Geography #Programming language #Training (meteorology)
36. AlphaMath Almost Zero: Process Supervision without Process
    2024/05/06 by Guoxin Chen, Chen Guoxin, Chen, Guoxin +6 · 2 voices · 80 citations
    Business, Management and Accounting · Computer Science · #Business #Business Process Modeling and Analysis #Computer science #Linguistics #Philosophy #Process (computing) #Process management #Programming language #Zero (linguistics) #cs.AI #cs.CL
37. A Systematic Literature Review on Large Language Models for Automated Program Repair
    2024/05/02 by Zhang, Quanjun, Fang, Chunrong, Xie, Yang +4 · 16 citations
    Computer Science · #Cloud Computing and Resource Management #Computer science #FOS: Computer and information sciences #Natural language processing #Programming language #Software Engineering (cs.SE) #Software System Performance and Reliability #Software Testing and Debugging Techniques #Software engineering
38. A Study of Undefined Behavior Across Foreign Function Boundaries in Rust Libraries
    2024/04/17 by Ian McCormack, Joshua Sunshine, McCormack, Ian +3 · 6 voices · 7 citations
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Biology #Cell biology #Computer science #Function (biology) #Greenhouse Technology and Climate Control #Programming language #Rust (programming language) #Wheat and Barley Genetics and Pathology #Yeasts and Rust Fungi Studies
39. RecurrentGemma: Moving Past Transformers for Efficient Open Language Models
    2024/04/11 by Aleksandar Botev, Botev, Aleksandar, Soham De +127 · 1 voice · 14 citations
    Computer Science · Engineering · #Architecture #Artificial intelligence #Computer science #Embedding #Engineering #Griffin #Inference #Language model #Natural Language Processing Techniques #Natural language processing #Programming language #Speech Recognition and Synthesis #Theoretical computer science #Topic Modeling #Transformer
40. JetMoE: Reaching Llama2 Performance with 0.1M Dollars
    2024/04/11 by Yikang Shen, Shen, Yikang, Zhen Guo +5 · 1 voice · 14 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Artificial intelligence #Code (set theory) #Computation and Language (cs.CL) #Computer science #Computer security #Data science #Engineering #FOS: Computer and information sciences #Feed forward #Field (mathematics) #Inference #Language model #Machine learning #Natural Language Processing Techniques #Obstacle #Political science #Programming language #Security token #Text Readability and Simplification #Topic Modeling #Transparency (behavior) #cs.AI #cs.CL
41. Octopus: On-device language model for function calling of software APIs
    2024/04/02 by Wei Chen, Chen, Wei, Zhiyuan Li +3 · 11 citations
    Business, Management and Accounting · Chemistry · Computer Science · Decision Sciences · #Biology #Business Process Modeling and Analysis #Chemistry #Computer science #Evolutionary biology #Function (biology) #Programming language #Scientific Computing and Data Management #Service-Oriented Architecture and Web Services #Software #cs.CL #cs.SE #octopus (software)
42. Use of large language models might affect our cognitive skills
    2024/03/22 by Richard Heersmink · 43 citations
    Computer Science · Neuroscience · Psychology · #Action Observation and Synchronization #Affect (linguistics) #Code (set theory) #Cognition #Cognitive psychology #Cognitive science #Communication #Computer science #Context-Aware Activity Recognition Systems #Embodied and Extended Cognition #Neuroscience #Programming language #Psychology
43. Data Interpreter: An LLM Agent For Data Science
    2024/02/28 by Sirui Hong, Yizhang Lin, Hong, Sirui +53 · 3 voices · 79 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer science #Data science #FOS: Computer and information sciences #Interpreter #Machine Learning (cs.LG) #Programming language #Semantic Web and Ontologies #cs.AI #cs.LG
44. Automated Unit Test Improvement using Large Language Models at Meta
    2024/02/14 by Nadia Alshahwan, Jubin Chheda, Alshahwan, Nadia +16 · 6 voices · 61 citations
    Computer Science · Psychology · #Computer science #Geology #Mathematics education #Natural Language Processing Techniques #Natural language processing #Programming language #Psychology #Software #Software Testing and Debugging Techniques #Test (biology) #Topic Modeling #Unit (ring theory) #Unit testing
45. Automatic Commit Message Generation: A Critical Review and Directions for Future Work
    2024/02/12 by Yuxia Zhang, Zhiqing Qiu, Klaas-Jan Stol +4 · 39 citations
    Computer Science · #Algorithms and Data Compression #Commit #Computer science #Database #Distributed systems and fault tolerance #Message passing #Parallel Computing and Optimization Techniques #Programming language #Software engineering #Work (physics)
46. StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback
    2024/02/02 by Shihan Dou, Yan Liu, Dou, Shihan +31 · 33 citations
    Computer Science · #Artificial intelligence #Code (set theory) #Compiler #Computation and Language (cs.CL) #Computer science #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Parallel Computing and Optimization Techniques #Programming language #Reinforcement learning #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
47. Leveraging Foundation Models for Crafting Narrative Visualization: A Survey
    2024/01/25 by Yi He, Ke Xu, He, Yi +9 · 6 citations
    Computer Science · Social Sciences · #Artificial intelligence #Computer science #Data Visualization and Analytics #Data science #Data visualization #FOS: Computer and information sciences #Field (mathematics) #Human-Computer Interaction (cs.HC) #Human–computer interaction #Information visualization #Linguistics #Multimedia Communication and Technology #Narrative #Pipeline (software) #Process (computing) #Programming language #Video Analysis and Summarization #Visualization
48. Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
    2024/01/17 by Lianghui Zhu, Zhu, Lianghui, Bencheng Liao +9 · 2 voices · 406 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Algorithm #Artificial intelligence #Code (set theory) #Computation #Computer science #Computer vision #Deep learning #Domain Adaptation and Few-Shot Learning #Feature learning #Inference #Pattern recognition (psychology) #Programming language #Representation (politics) #Transformer
49. Computing Education in the Era of Generative AI
    2024/01/18 by Paul Denny, James Prather, Brett A. Becker +7 · 252 citations
    Computer Science · Psychology · Social Sciences · #Artificial intelligence #Code (set theory) #Computer science #Curriculum #Data science #Ethics and Social Impacts of AI #Mathematics education #Novelty #Online Learning and Analytics #Pedagogy #Programming language #Psychology #Sociology #Teaching and Learning Programming
50. Mixtral of Experts
    2024/01/08 by Albert Q. Jiang, Jiang, Albert Q., Alexandre Sablayrolles +51 · 5 voices · 442 citations
    Computer Science · Engineering · #Artificial intelligence #Code (set theory) #Computer network #Computer science #Context (archaeology) #Engineering #Feed forward #Inference #Language model #Layer (electronics) #License #Machine Learning and Algorithms #Machine Learning and Data Classification #Operating system #Process (computing) #Programming language #Router #Security token #Set (abstract data type) #Topic Modeling
51. TinyLlama: An Open-Source Small Language Model
    2024/01/04 by Peiyuan Zhang, Guangtao Zeng, Zhang, Peiyuan +5 · 1 voice · 185 citations
    Computer Science · #Algorithms and Data Compression #Archaeology #Architecture #Artificial intelligence #Code (set theory) #Computer science #Downstream (manufacturing) #Language model #Natural Language Processing Techniques #Open source #Programming language #Set (abstract data type) #Software #Source code #Topic Modeling #World Wide Web #cs.AI #cs.CL
52. Survey on open‐source digital twin frameworks–A case study approach
    2024/01/06 by Santiago Gil, Peter H. Mikkelsen, Peter Høgh Mikkelsen +3 · 50 citations
    Engineering · #Computer science #Data science #Digital Transformation in Industry #Flexible and Reconfigurable Manufacturing Systems #Manufacturing Process and Optimization #Open source #Programming language
53. LLMLight: Large Language Models as Traffic Signal Control Agents
    2023/12/26 by Siqi Lai, Xu Zhao, Lai, Siqi +7 · 34 citations
    Computer Science · Decision Sciences · Engineering · #Artificial intelligence #Computer science #Control (management) #Data Quality and Management #Programming language #Real-time computing #SIGNAL (programming language) #Topic Modeling #Traffic Prediction and Management Techniques #Traffic signal
54. V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs
    2023/12/21 by Penghao Wu, Saining Xie, Wu, Penghao +1 · 2 voices · 213 citations
    Computer Science · #Artificial intelligence #Benchmark (surveying) #Computer science #Focus (optics) #Geography #Human–computer interaction #Image Retrieval and Classification Techniques #Mechanism (biology) #Multimodal Machine Learning Applications #Process (computing) #Programming language #Semantic Web and Ontologies #Visual search
55. WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning
    2023/12/20 by Zhaojian Yu, Yu, Zhaojian, Xin Zhang +13 · 1 voice · 27 citations
    Computer Science · #Artificial intelligence #Code (set theory) #Code generation #Computer science #Discriminator #Generalization #Generator (circuit theory) #Key (lock) #Language model #Parallel Computing and Optimization Techniques #Process (computing) #Programming language #Quality (philosophy) #Set (abstract data type) #Software System Performance and Reliability #Software Testing and Debugging Techniques
56. An In-depth Look at Gemini's Language Abilities
    2023/12/18 by Syeda Nahida Akter, Zichun Yu, Akter, Syeda Nahida +15 · 2 voices · 12 citations
    Computer Science · #Artificial intelligence #Benchmark (surveying) #Class (philosophy) #Code (set theory) #Computer science #Language model #Machine Learning and Data Classification #Natural Language Processing Techniques #Natural language processing #Programming language #Topic Modeling #Variety (cybernetics) #cs.AI #cs.CL
57. EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism
    2023/12/08 by Yanxi Chen, Chen, Yanxi, Xuchen Pan +7 · 24 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial intelligence #Benchmark (surveying) #Computer science #Distributed #FOS: Computer and information sciences #Inference #Machine Learning (cs.LG) #Machine learning #Natural Language Processing Techniques #Parallel #Parallel computing #Parallelism (grammar) #Pipeline (software) #Programming language #Schedule #Speech Recognition and Synthesis #Speedup #Topic Modeling #Training (meteorology) #and Cluster Computing (cs.DC)
58. WonderJourney: Going from Anywhere to Everywhere
    2023/12/06 by Hong-Xing Yu, Yu, Hong-Xing, Haoyi Duan +19 · 62 citations
    Computer Science · Earth and Planetary Sciences · Engineering · Mathematics · #3D Surveying and Cultural Heritage #Artificial intelligence #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #Computer graphics (images) #Computer science #Computer vision #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation #Image (mathematics) #Leverage (statistics) #Mathematics #Pipeline (software) #Point (geometry) #Point cloud #Programming language #Sequence (biology)
59. Magicoder: Empowering Code Generation with OSS-Instruct
    2023/12/04 by Yuxiang Wei, Wei, Yuxiang, Zhe Wang +7 · 1 voice · 115 citations
    Computer Science · Mathematics · #Code (set theory) #Coding (social sciences) #Computational Physics and Python Applications #Computer science #Mathematics #Natural Language Processing Techniques #Open science #Open source #Programming language #Python (programming language) #Software #Source code #Topic Modeling #cs.AI #cs.CL #cs.SE
60. OpenVoice: Versatile Instant Voice Cloning
    2023/12/03 by Zengyi Qin, Wenliang Zhao, Qin, Zengyi +5 · 2 voices · 13 citations
    Computer Science · Engineering · #Cloning (programming) #Computer science #Field (mathematics) #Intonation (linguistics) #Linguistics #Music and Audio Processing #Programming language #Speech Recognition and Synthesis #Speech recognition #Speech synthesis #Stress (linguistics) #Timbre #Tone (literature) #Topic Modeling #Voice command device #cs.LG #cs.SD #eess.AS

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