31. Best-of-L: Cross-Lingual Reward Modeling for Mathematical Reasoning
    2025/09/19 by Sara Rajaee, Rajaee, Sara, Rochelle Choenni +5 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Automated reasoning #Causal model #Complement (music) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language model #Natural Language Processing Techniques #Rank (graph theory) #Ranking (information retrieval) #Sampling (signal processing) #Topic Modeling #Verbal reasoning
32. Student-Centered Distillation Narrows the Agentic Gap Between Small and Large LLMs
    2025/09/12 by Yuanjie Lyu, Chengyu Wang, Lyu, Yuanjie +5 · 2 citations
    Computer Science · #Compounding #Distillation #Imitation #Language model #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Prefix #Reinforcement learning #Topic Modeling #Training set #cs.AI #cs.CL
33. Large Language Model Hacking: Quantifying the Hidden Risks of Using LLMs for Text Annotation
    2025/09/10 by Joachim Baumann, Paul Röttger, Baumann, Joachim +11 · 7 voices · 24 citations
    Computer Science · Medicine · Social Sciences · #Annotation #Artificial Intelligence in Healthcare and Education #Causal inference #Computational and Text Analysis Methods #Estimator #Hacker #Inference #Language model #Selection (genetic algorithm) #Task (project management) #Topic Modeling #Variation (astronomy) #cs.AI #cs.CL #cs.LG
34. 1 bit is all we need: binary normalized neural networks
    2025/09/07 by Eduardo Lobo Lustosa Cabral, Eduardo Lobo Lustoda Cabral, Cabral, Eduardo Lobo Lustoda +4 · 8 voices
    Computer Science · #Artificial neural network #Binary data #Binary number #Convolutional neural network #Image (mathematics) #Language model #Neural Networks and Applications #Security token #Type (biology) #cs.AI #cs.LG
35. Fantastic Pretraining Optimizers and Where to Find Them
    2025/09/02 by Kaiyue Wen, David Hall, Wen, Kaiyue +5 · 5 voices · 31 citations
    Computer Science · Mathematics · #Hyperparameter #Hyperparameter optimization #Language model #Machine Learning and Data Classification #Natural Language Processing Techniques #Outcome (game theory) #Range (aeronautics) #Speedup #Topic Modeling #cs.AI #cs.LG #stat.ML
36. Biophysics-based protein language models for protein engineering
    2025/09/01 by Sam Gelman, Bryce Johnson, Chase R. Freschlin +5 · 1 voice · 12 citations
    Biochemistry, Genetics and Molecular Biology · #Artificial neural network #Data modeling #Genetics, Bioinformatics, and Biomedical Research #Language model #Machine Learning in Bioinformatics #Microbial Metabolic Engineering and Bioproduction #Protein engineering #Protein structure #Protein structure prediction #Protein–protein interaction
37. Leveraging Large Language Models for Generating Research Topic Ontologies: A Multi-Disciplinary Study
    2025/08/28 by Tanay Aggarwal, Angelo A. Salatino, Aggarwal, Tanay +6 · 1 citation
    Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Data Quality and Management #Domain (mathematical analysis) #Language model #Ontology #Semantic Web and Ontologies #Semantics (computer science) #Space (punctuation) #Topic model #Transferability
38. AI Propaganda factories with language models
    2025/08/27 by Lukasz Olejnik, Olejnik, Lukasz · 17 voices · 3 citations
    Computer Science · Engineering · #Commodity #Consistency (knowledge bases) #Ideology #Language model #Persona #Politics #Production (economics) #Robotics and Automated Systems #cs.AI #cs.CR #cs.CY
39. BED-LLM: Intelligent Information Gathering with LLMs and Bayesian Experimental Design
    2025/08/28 by Deepro Choudhury, Choudhury, Deepro, Sinead Williamson +13 · 1 voice · 2 citations
    Computer Science · #AI in Service Interactions #Bayesian inference #Bayesian probability #Complete information #Expert finding and Q&A systems #Key (lock) #Language model #Probabilistic logic #Range (aeronautics) #Selection (genetic algorithm) #Task (project management) #Topic Modeling
40. Overcoming the Communication-Performance Tradeoff in LLM Pretraining
    2025/08/21 by Amir Sarfi, Benjamin Therien, Sarfi, Amir +6 · 4 voices · 4 citations
    Computer Science · #Advanced Neural Network Applications #Boosting (machine learning) #Bottleneck #Context (archaeology) #Key (lock) #Language model #Leverage (statistics) #Quantization (signal processing) #Speech Recognition and Synthesis #Topic Modeling #cs.LG
41. Attribution, Citation, and Quotation: A Survey of Evidence-based Text Generation with Large Language Models
    2025/08/21 by Tobias Schreieder, Schreieder, Tobias, Tim Schopf +3 · 4 citations
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Bridge (graph theory) #Computational and Text Analysis Methods #Field (mathematics) #Focus (optics) #Key (lock) #Language model #Taxonomy (biology) #Topic Modeling #Traceability
42. GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models
    2025/08/08 by Team, GLM-4. 5 Team, 5 Team +357 · 21 voices · 158 citations
    Computer Science · #Coding (social sciences) #Cognitive Computing and Networks #Distributed and Parallel Computing Systems #Encoding (memory) #Language model #Model-based reasoning #Reinforcement learning #Rough Sets and Fuzzy Logic #cs.CL
43. Self-Questioning Language Models
    2025/08/05 by Lili Chen, Mihir Prabhudesai, Chen, Lili +7 · 20 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Core (optical fiber) #Correctness #FOS: Computer and information sciences #Language model #Machine Learning (cs.LG) #Modeling language #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Problem solver #Question answering #Satisfiability modulo theories #Solver #Topic Modeling
44. CAMA: Enhancing Mathematical Reasoning in Large Language Models with Causal Knowledge
    2025/08/04 by Lei Zan, Zan, Lei, Keli Zhang +5 · 1 citation
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Causal model #Causal reasoning #Causality (physics) #FOS: Computer and information sciences #Knowledge representation and reasoning #Language model #Machine Learning (cs.LG) #Machine Learning in Materials Science #Prior probability #Range (aeronautics) #Representation (politics) #Topic Modeling
45. A comprehensive taxonomy of hallucinations in Large Language Models
    2025/08/03 by Manuel Cossio, Cossio, Manuel · 10 voices · 8 citations
    Computer Science · Medicine · Psychology · #Artificial Intelligence in Healthcare and Education #Cognition #Focus (optics) #Language model #Logical conjunction #Mental Health via Writing #Natural language #Software deployment #Taxonomy (biology) #Topic Modeling #cs.AI #cs.CL
46. The Homogenizing Effect of Large Language Models on Human Expression and Thought
    2025/08/02 by Zhivar Sourati, Alireza S. Ziabari, Sourati, Zhivar +3 · 4 voices · 13 citations
    Computer Science · Neuroscience · Social Sciences · #AI in Service Interactions #Cognition #Cognitive style #Creativity #Diversity (politics) #Human intelligence #Human language #Inference #Language and cultural evolution #Language model #Mirroring #Neurobiology of Language and Bilingualism #cs.CL
47. AgentTTS: Large Language Model Agent for Test-time Compute-optimal Scaling Strategy in Complex Tasks
    2025/07/26 by Fali Wang, Wang, Fali, Hui Liu +19 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Budget constraint #Complex system #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.2.7 #Language model #Machine Learning (cs.LG) #Natural Language Processing Techniques #Robustness (evolution) #Scaling #Set (abstract data type) #Topic Modeling
48. Your LLM Knows the Future: Uncovering Its Multi-Token Prediction Potential
    2025/07/16 by Mohammad Samragh, Arnav Kundu, Samragh, Mohammad +12 · 4 voices · 16 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Coherence (philosophical gambling strategy) #Consistency (knowledge bases) #Inference #Key (lock) #Language model #Law, AI, and Intellectual Property #Legal Education and Practice Innovations #Security token #Semantics (computer science) #Set (abstract data type)
49. Dynamic Chunking for End-to-End Hierarchical Sequence Modeling
    2025/07/10 by Sukjun Hwang, Brandon Wang, Hwang, Sukjun +5 · 14 voices · 24 citations
    Computer Science · #Boosting (machine learning) #Bottleneck #Chunking (psychology) #Heuristics #Language model #Lexical analysis #Neural Networks and Applications #Perplexity #Pipeline (software) #Speech Recognition and Synthesis #Transformer #cs.LG
50. Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models
    2025/07/10 by K.S. Liang, Kaiqu Liang, Haimin Hu +10 · 15 voices · 3 citations
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Convention #Hate Speech and Cyberbullying Detection #Judgement #Language model #Metric (unit) #Misinformation and Its Impacts #Neutrality #Politics #Rhetoric #Taxonomy (biology)
51. Capability-Distributed Resident Intelligence Kernel Model for Deterministic Semantic Operating Systems Based on Interface-Led Architecture
    2025/07/10 by Varin Sikka, Vishal Sikka, Sikka, Varin +1 · 30 voices · 1 citation
    Computer Science · Engineering · #Action (physics) #Computability, Logic, AI Algorithms #Computational linguistics #Computational model #Ferroelectric and Negative Capacitance Devices #Key (lock) #Language model #Machine Learning and Algorithms #Perspective (graphical) #cs.AI #cs.CL
52. Small Batch Size Training for Language Models: When Vanilla SGD Works, and Why Gradient Accumulation Is Wasteful
    2025/07/09 by Martin Marek, Marek, Martin, Sanae Lotfi +7 · 4 voices · 13 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Batch processing #Hyperparameter #Language model #Moment (physics) #Natural Language Processing Techniques #Scaling #Topic Modeling #Training (meteorology)
53. LitBench: A Benchmark and Dataset for Reliable Evaluation of Creative Writing
    2025/07/01 by Daniel Fein, Sebastian Russo, Fein, Daniel +9 · 2 voices · 12 citations
    Computer Science · Medicine · Psychology · #Artificial Intelligence in Games #Artificial Intelligence in Healthcare and Education #Benchmark (surveying) #Generative grammar #Language model #Mental Health via Writing #Preference #Reliability (semiconductor) #Resource (disambiguation) #Set (abstract data type) #cs.AI #cs.CL
54. Sequential Diagnosis with Language Models
    2025/06/27 by Harsha Nori, Mayank Daswani, Nori, Harsha +29 · 15 voices · 20 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Clinical Reasoning and Diagnostic Skills #Diagnostic accuracy #Diagnostic test #Language model #MEDLINE #Machine Learning in Healthcare #Medical diagnosis #Test (biology) #cs.CL
55. The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure
    2025/06/28 by Niyati Bafna, Tianjian Li, Bafna, Niyati +12 · 1 voice · 4 citations
    Computer Science · #Bottleneck #ICT in Developing Communities #Language model #Machine translation #Natural Language Processing Techniques #Pipeline (software) #Quality (philosophy) #Task (project management) #Topic Modeling #Translation (biology) #cs.CL
56. Rethinking Visual Token Reduction in LVLMs Under Cross-Modal Misalignment
    2025/06/27 by Rui Xu, Yunke Wang, Xu, Rui +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #ENCODE #Encoder #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Inference #Language model #Multimodal Machine Learning Applications #Reduction (mathematics) #Redundancy (engineering) #Scalability #Security token #Visualization
57. Cognitive models can reveal interpretable value trade-offs in language models
    2025/06/25 by Sonia K. Murthy, Murthy, Sonia K., Rosie Zhao +13 · 3 voices
    Computer Science · #Action (physics) #Cognition #Cognitive model #Dynamics (music) #Language model #Natural Language Processing Techniques #Politeness #Semantic Web and Ontologies #Value (mathematics) #Weighting
58. Self-Critique-Guided Curiosity Refinement: Enhancing Honesty and Helpfulness in Large Language Models via In-Context Learning
    2025/06/19 by Ho, Duc Hieu, Fan, Chenglin · 2 citations
    Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Benchmark (surveying) #Computation and Language (cs.CL) #Curiosity #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Helpfulness #Honesty #Key (lock) #Language model #Mobile Crowdsensing and Crowdsourcing #Natural language #Scalability
59. Information suppression in large language models: Auditing, quantifying, and characterizing censorship in DeepSeek
    2025/06/14 by Peiran Qiu, Siyi Zhou, Qiu, Peiran +3 · 2 voices · 4 citations
    Computer Science · Social Sciences · #Audit #Censorship #Component (thermodynamics) #Government (linguistics) #Internet Traffic Analysis and Secure E-voting #Language model #Misinformation and Its Impacts #Privacy-Preserving Technologies in Data #State (computer science)
60. AbsenceBench: Language Models Can't Tell What's Missing
    2025/06/13 by Harvey Yiyun Fu, Aryan Shrivastava, Fu, Harvey Yiyun +9 · 21 voices · 5 citations
    Computer Science · #Context (archaeology) #Data modeling #Haystack #Language model #Missing data #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling #Transformer

prev more