Paper page - A Causal Language Modeling Detour Improves Encoder Continued Pretraining
… View arXiv page View PDF Add to collection Community Hi @ rntc , very cool idea! …
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Paper page - WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors
… View arXiv page View PDF Project page GitHub 16 Add to collection Community Commercial video generation systems such as Seedance2.0 and Veo3.1 have rapidly improved, strengthening the view that video generators may be evolving into "world simulators." Yet the community still lacks a benchmark that … …
Paper page - LychSim: A Controllable and Interactive Simulation Framework for Vision Research
… To benefit the broader vision community, LychSim will be made publicly available, including full source code and various data annotations. …
Paper page - MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI
… We build and maintain a community platform for cumulative and comparable iteration, and release the data and code at this https URL . …
Paper page - Instruction-Guided Poetry Generation in Arabic and Its Dialects
… The data and the code are available at https://github.com/mbzuai-nlp/instructpoet-ar View arXiv page View PDF GitHub 1 Add to collection Community Arabic poetry finally gets instruction tuning: 1.35M examples, 5 language varieties, and controllable generation for writing, revising, continuing, and … …
Paper page - LLiMba: Sardinian on a Single GPU -- Adapting a 3B Language Model to a Vanishing Romance Language
… View arXiv page View PDF GitHub 4 Add to collection Community Sardinian, a Romance language with roughly one million speakers, has minimal presence in modern NLP. …
GGML and llama.cpp join HF to ensure the long-term progress of Local AI
… Great news for the Local AI community. …
Paper page - Mela: Test-Time Memory Consolidation based on Transformation Hypothesis
… View arXiv page View PDF GitHub 2 Add to collection Community Memory consolidation, the process by which transient experiences are transformed into stable, structured representations, is a foundational organizing principle in the human brain, yet it remains largely unexplored as a design principle … …
Paper page - CASCADE: Case-Based Continual Adaptation for Large Language Models During Deployment
… View arXiv page View PDF GitHub 5 Add to collection Community Large language models LLMs have become a central foundation of modern artificial intelligence, yet their lifecycle remains constrained by a rigid separation between training and deployment, after which learning effectively ceases. …
Paper page - Lost in Sampling: Assessing Lexical Reachability in LLMs via the Word Coverage Score (WCS)
… View arXiv page View PDF Add to collection Community Modern Large Language Models LLMs are often criticized for producing repetitive and homogeneous text, despite possessing vast latent vocabularies. …