- In-Place Test-Time Training
2026/04/07 by Guhao Feng, Shengjie Luo, Kai Hua +4 · 4 voices
Computer Science · Mathematics · #Context (archaeology) #Domain Adaptation and Few-Shot Learning #Inefficiency #Inference #Language model #Multimodal Machine Learning Applications #Retraining #Scalability #Task (project management) #Topic Modeling #Training (meteorology) #cs.AI #cs.CL #cs.LG #stat.ML
- Challenges and Research Directions for Large Language Model Inference Hardware
2026/01/08 by Xiaoyu Ma, David Patterson · 13 voices · 3 citations
Computer Science · Materials Science · #Advanced Neural Network Applications #Architecture #Big Data and Digital Economy #Focus (optics) #Inference #Interconnection #Language model #Machine Learning in Materials Science #Memory bandwidth #Mobile device #Speedup
- InternVLA-A1: Unifying Understanding, Generation and Action for Robotic Manipulation
2026/01/05 by Cai, Junhao, Junhao Cai, Zetao Cai +43 · 1 voice · 5 citations
Computer Science · Engineering · #Action (physics) #Action recognition #Flexibility (engineering) #Generative Adversarial Networks and Image Synthesis #Language model #Multimodal Machine Learning Applications #Robot #Robot Manipulation and Learning #Robotics #Semantics (computer science) #Unexpected events #cs.RO
- You can’t fight in here! This is BBS!
2026/01/01 by Richard Futrell, Kyle Mahowald · 6 voices · 2 citations
Computer Science · Neuroscience · Social Sciences · #Expansive #Human language #Language and cultural evolution #Language model #Language technology #Limit (mathematics) #Natural Language Processing Techniques #Natural language #Neurobiology of Language and Bilingualism #On Language #Order (exchange) #String (physics)
- PHOTON: Hierarchical Autoregressive Modeling for Lightspeed and Memory-Efficient Language Generation
2025/12/22 by Yuma Ichikawa, Ichikawa, Yuma, Naoya Takagi +7 · 9 voices
Computer Science · #Advanced Neural Network Applications #Autoregressive model #Caching and Content Delivery #Context (archaeology) #Decoding methods #Hierarchy #Inference #Language model #Natural Language Processing Techniques #Security token #Transformer
- Evaluating Large Language Models in Scientific Discovery
2025/12/17 by Zhangde Song, Song, Zhangde, Jieyu Lu +109 · 19 voices · 3 citations
Materials Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Benchmark (surveying) #Computational and Text Analysis Methods #Interpretation (philosophy) #Language model #Machine Learning in Materials Science #Modular design #Scientific discovery #Scientific modelling #Serendipity #Strengths and weaknesses
- Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models
2025/12/16 by Shufan Li, Li, Shufan, Jiuxiang Gu +11 · 3 citations
Computer Science · #Consistency (knowledge bases) #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Inference #Language model #Multimodal Machine Learning Applications #Process (computing) #Range (aeronautics) #Sampling (signal processing) #Speedup #cs.CV
- RePo: Language Models with Context Re-Positioning
2025/12/16 by Huayang Li, Li, Huayang, Tianyu Zhao +5 · 2 voices
Computer Science · #Code (set theory) #Cognition #Cognitive load #Constant (computer programming) #Context (archaeology) #Domain Adaptation and Few-Shot Learning #Integer (computer science) #Language model #Multimodal Machine Learning Applications #Security token #Topic Modeling #cs.AI #cs.CL #cs.LG
- Multimodal large language models can make context-sensitive hate speech evaluations aligned with human judgement
2025/12/15 by Thomas Davidson · 2 citations
Computer Science · #Audit #Context (archaeology) #Hate Speech and Cyberbullying Detection #Judgement #Language model #Lexical choice #Moderation #Sentiment Analysis and Opinion Mining #Social media #Spam and Phishing Detection
- Extending the Context of Pretrained LLMs by Dropping Their Positional Embeddings
2025/12/13 by Yoav Gelberg, Gelberg, Yoav, Koshi Eguchi +5 · 2 voices · 5 citations
Computer Science · #Bottleneck #Context (archaeology) #Context model #Embedding #Generalization #Key (lock) #Language model #Natural Language Processing Techniques #Sequence (biology) #Speech Recognition and Synthesis #Topic Modeling
- Latency-Response Theory Model: Evaluating Large Language Models via Response Accuracy and Chain-of-Thought Length
2025/12/07 by Zhiyu Xu, Jia Liu, Xu, Zhiyu +5 · 1 citation
Computer Science · Decision Sciences · Mathematics · Social Sciences · #Benchmark (surveying) #Computational and Text Analysis Methods #Differential item functioning #Identifiability #Item response theory #Key (lock) #Language model #Leverage (statistics) #Probabilistic logic #Psychometric Methodologies and Testing #Ranking (information retrieval) #Topic Modeling #cs.AI #stat.AP #stat.ME #stat.ML
- Large Language Models Require Curated Context for Reliable Political Fact-Checking -- Even with Reasoning and Web Search
2025/11/24 by Matthew R. DeVerna, DeVerna, Matthew R., Kai-Cheng Yang +5 · 5 voices · 1 citation
Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Automated reasoning #Computational and Text Analysis Methods #Context (archaeology) #Language model #Macro #Path (computing) #Topic Modeling #Web application
- Adversarial Poetry as a Universal Single-Turn Jailbreak Mechanism in Large Language Models
Rewriting harmful requests as poetry bypassed safety filters across 25 LLMs, up to 18x the prose baseline rate.
2025/11/19 by Piercosma Bisconti, Bisconti, Piercosma, Matteo Prandi +18 · 134 voices · 4 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Adversarial system #Artificial Intelligence in Healthcare and Education #Framing (construction) #Frontier #Language model #Poetry #Topic Modeling #Variation (astronomy) #cs.AI #cs.CL
- TiDAR: Think in Diffusion, Talk in Autoregression
2025/11/12 by Jingyu Liu, Liu, Jingyu, Xin Dong +15 · 8 voices · 5 citations
Computer Science · #Autoregressive model #Decoding methods #Diffusion #Exploit #Generative Adversarial Networks and Image Synthesis #Language model #Natural Language Processing Techniques #Parallel Computing and Optimization Techniques #Quality (philosophy) #Sampling (signal processing) #Throughput
- Computational Turing Test Reveals Systematic Differences Between Human and AI Language
2025/11/06 by Nicolò Pagan, Pagan, Nicolò, Petter Törnberg +7 · 4 voices
Medicine · Psychology · Social Sciences · #Artificial Intelligence in Healthcare and Education #Benchmarking #Computational and Text Analysis Methods #Computational model #Context (archaeology) #Field (mathematics) #Language model #Mental Health via Writing #Scalability #Semantics (computer science) #Turing #Turing test
- Accumulating Context Changes the Beliefs of Language Models
2025/11/03 by Jiayi Geng, Howard Chen, Geng, Jiayi +11 · 4 voices · 7 citations
Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Brainstorming #Context (archaeology) #Context effect #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #Language model #Motivated reasoning #Reading (process) #Selection (genetic algorithm)
- Continuous Autoregressive Language Models
2025/10/31 by Chenze Shao, Dongbai Li, Darren Li +6 · 16 voices
Computer Science · Social Sciences · #Autoencoder #Autoregressive model #Bottleneck #Computational and Text Analysis Methods #Generative grammar #Language model #Natural Language Processing Techniques #Sampling (signal processing) #Scalability #Sequence (biology) #Topic Modeling
- Train for Truth, Keep the Skills: Binary Retrieval-Augmented Reward Mitigates Hallucinations
2025/10/20 by Tong Chen, Chen, Tong, Akari Asai +7 · 4 voices
Computer Science · #Adversarial Robustness in Machine Learning #Binary number #Downstream (manufacturing) #Language model #Limiting #Multimodal Machine Learning Applications #Parametric statistics #Quality (philosophy) #Reduction (mathematics) #Reinforcement learning #Topic Modeling
- Language Models are Injective and Hence Invertible
2025/10/17 by Giorgos Nikolaou, Nikolaou, Giorgos, Tommaso Mencattini +9 · 43 voices · 7 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Initialization #Injective function #Invertible matrix #Language model #Multimodal Machine Learning Applications #Property (philosophy) #Sequence (biology) #Topic Modeling #Transformer #cs.AI #cs.LG
- Antislop: A Comprehensive Framework for Identifying and Eliminating Repetitive Patterns in Language Models
2025/10/16 by Samuel Paech, Samuel J. Paech, Allen Roush +6 · 11 voices
Computer Science · #Backtracking #Code (set theory) #Inference #Language model #Natural Language Processing Techniques #Pipeline (software) #Quality (philosophy) #Security token #Text Readability and Simplification #Topic Modeling #cs.CL #cs.LG
- Cosine capital: Large language models and the embedding of all things
2025/10/17 by Mikael Brunila · 3 voices · 1 citation
Computer Science · Economics, Econometrics and Finance · Physics and Astronomy · #Abstraction #Commodification #Complex Systems and Time Series Analysis #Computability, Logic, AI Algorithms #Embedding #Language model #Modeling language #Natural language #Opinion Dynamics and Social Influence #Process (computing) #sort
- Every Language Model Has a Forgery-Resistant Signature
2025/10/15 by Matthew Finlayson, Xiang Ren, Finlayson, Matthew +3 · 5 voices · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Authentication (law) #Constraint (computer-aided design) #Ellipse #Geometric modeling #Handwritten Text Recognition Techniques #Language model #Modeling language #Natural Language Processing Techniques #Signature (topology) #cs.AI #cs.CR
- Self Speculative Decoding for Diffusion Large Language Models
2025/10/05 by Yifeng Gao, Zhonghui Ji, Gao, Yifeng +9 · 8 citations
Computer Science · #Code (set theory) #Computation and Language (cs.CL) #Decoding methods #FOS: Computer and information sciences #Language model #Lossless compression #Natural Language Processing Techniques #Overhead (engineering) #Redundancy (engineering) #Speech Recognition and Synthesis #Speedup #Topic Modeling
- EditLens: Quantifying the Extent of AI Editing in Text
2025/10/03 by Katherine Thai, Bradley Emi, Thai, Katherine +5 · 6 voices · 6 citations
Computer Science · Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Ask price #Authorship Attribution and Profiling #Binary number #Commit #Ethics and Social Impacts of AI #Language model #Similarity (geometry) #Text generation #cs.CL
- Words That Make Language Models Perceive
2025/10/02 by Sophie L. Wang, S. Q. Wang, Wang, Sophie L. +4 · 4 voices · 4 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Generative Adversarial Networks and Image Synthesis #Language model #Multimodal Machine Learning Applications #Perception #Sensory cue #Sensory system #Test (biology) #Visual perception
- A Single Character can Make or Break Your LLM Evals
2025/10/02 by Jingtong Su, Su, Jingtong, Jianyu Zhang +7 · 3 voices · 3 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Character (mathematics) #Face (sociological concept) #Key (lock) #Language model #Robustness (evolution) #cs.AI #cs.CL
- LLaDA-MoE: A Sparse MoE Diffusion Language Model
2025/09/29 by Fengqi Zhu, Zebin You, Zhu, Fengqi +50 · 1 voice · 14 citations
Computer Science · #Code (set theory) #Diffusion #Empirical modelling #Inference #Language model #Mathematical model #Modeling language #Natural Language Processing Techniques #Overhead (engineering) #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
- 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
- Student-Centered Distillation Narrows the Agentic Gap Between Small and Large LLMs
2025/09/12 by Yuanjie Lyu, Lyu, Yuanjie, Chengyu Wang +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
- Large Language Model Hacking: Quantifying the Hidden Risks of Using LLMs for Text Annotation
2025/09/10 by Joachim Baumann, Baumann, Joachim, Paul Röttger +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
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