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2025-02-17 | 2502.10140 | null | NO_CODE_YET | 0 | 0 | 0 | Small Models, Big Impact: Efficient Corpus and Graph-Based Adaptation of Small Multilingual Language Models for Low-Resource Languages | https://github.com/d-gurgurov/Knowledge-Driven-Adaptation-LLMs | null | null | 7 | 2 | 0 | false | DGurgurov | https://github.com/d-gurgurov/Knowledge-Driven-Adaptation-LLMs/issues/1 | null | null | null | null | null |
2025-02-17 | 2502.09411 | null | NO_CODE_YET | 0 | 0 | 0 | ImageRAG: Dynamic Image Retrieval for Reference-Guided Image Generation | https://github.com/rotem-shalev/ImageRAG | null | null | 14 | 2 | 0 | false | rinong | https://github.com/rotem-shalev/ImageRAG/issues/1 | null | null | null | null | null |
2025-02-17 | 2502.07780 | null | NO_CODE_YET | 0 | 0 | 0 | DarwinLM: Evolutionary Structured Pruning of Large Language Models | null | null | null | 15 | 3 | 0 | false | Shengkun | null | null | null | null | null | null |
2025-02-17 | 2502.10392 | null | NEW_ARTIFACTS | 1 | 0 | 0 | Text-guided Sparse Voxel Pruning for Efficient 3D Visual Grounding | https://github.com/GWxuan/TSP3D | null | null | 6 | 2 | 0 | true | xuxw98 | https://github.com/GWxuan/TSP3D/issues/1 | https://huggingface.co/gwx22/TSP3D/discussions/1 | null | null | null | null |
2025-02-17 | 2502.10362 | null | NEW_ARTIFACTS | 1 | 2 | 1 | CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages | https://github.com/sanderwood/clamp3 | null | null | 3 | 2 | 0 | true | akhaliq | null | Error occurred while improving metadata: Invalid metadata in README.md.
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2025-02-17 | 2502.08130 | null | NO_CODE | 0 | 0 | 0 | Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models | null | null | null | 6 | 2 | 0 | false | Asaf-Yehudai | null | null | null | null | null | null |
2025-02-17 | 2502.08235 | null | NEW_ARTIFACTS | 0 | 0 | 0 | The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks | https://github.com/alexcuadron/overthinking | null | null | 48 | 2 | 0 | false | AlexCuadron | null | null | null | null | null | null |
2025-02-18 | 2502.11901 | null | NO_CODE_YET | 0 | 0 | 0 | Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarsity | null | null | 5 | 1 | 0 | false | shizhuo2 | null | null | null | null | |||
2025-02-18 | 2502.09061 | null | NO_CODE | 0 | 0 | 0 | CRANE: Reasoning with constrained LLM generation | null | null | 18 | 2 | 0 | false | tarsur909 | null | null | null | null | |||
2025-02-18 | 2502.11275 | null | NEW_ARTIFACTS | 0 | 0 | 0 | Cuckoo: An IE Free Rider Hatched by Massive Nutrition in LLM's Nest | https://github.com/KomeijiForce/Cuckoo | null | null | 6 | 2 | 0 | false | KomeijiForce | https://huggingface.co/KomeijiForce/Cuckoo-C4/discussions/1 https://huggingface.co/KomeijiForce/Cuckoo-C4-Instruct/discussions/1 https://huggingface.co/KomeijiForce/Cuckoo-C4-Rainbow/discussions/1 https://huggingface.co/KomeijiForce/Cuckoo-C4-Super-Rainbow/discussions/1 | null | null | null | ||
2025-02-18 | 2502.12146 | null | NO_CODE_YET | 0 | 0 | 0 | Diffusion-Sharpening: Fine-tuning Diffusion Models with Denoising Trajectory Sharpening | https://github.com/Gen-Verse/Diffusion-Sharpening | null | null | 13 | 2 | 0 | false | comin | null | null | null | null | ||
2025-02-18 | 2502.12148 | null | NEW_ARTIFACTS | 1 | 0 | 0 | HermesFlow: Seamlessly Closing the Gap in Multimodal Understanding and Generation | https://github.com/Gen-Verse/HermesFlow | null | null | 16 | 1 | 0 | true | comin | https://huggingface.co/Gen-Verse/HermesFlow/discussions/1 | null | null | null | ||
2025-02-18 | 2502.11438 | null | NO_CODE | 0 | 0 | 0 | SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL | null | null | 6 | 2 | 0 | false | ingeol | null | null | null | null | |||
2025-02-18 | 2502.10454 | null | NO_CODE | 0 | 0 | 0 | One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs | null | null | 4 | 2 | 0 | false | akhaliq | null | null | null | null | |||
2025-02-18 | 2502.12115 | null | NEW_ARTIFACTS | 0 | 0 | 0 | SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering? | https://github.com/openai/SWELancer-Benchmark | null | null | 36 | 4 | 0 | false | akhaliq | https://github.com/openai/SWELancer-Benchmark/issues/7 | null | null | null | null | |
2025-02-18 | 2502.12152 | null | NO_CODE_YET | 0 | 0 | 0 | Learning Getting-Up Policies for Real-World Humanoid Robots | null | null | 34 | 1 | 0 | false | RunpeiDong | null | null | null | null | https://humanoid-getup.github.io/ |
||
2025-02-18 | 2502.11775 | null | NO_CODE_YET | 0 | 0 | 0 | video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model | https://github.com/BriansIDP/video-SALMONN-o1 | null | null | 7 | 2 | 0 | false | akhaliq | https://github.com/BriansIDP/video-SALMONN-o1/issues/1 | null | null | null | null | |
2025-02-18 | 2502.11098 | null | NO_ARTIFACTS | 0 | 0 | 0 | Talk Structurally, Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems | https://github.com/sony/talkhier | null | null | 8 | 2 | 0 | false | akhaliq | null | null | null | null | ||
2025-02-18 | 2502.11190 | null | NEW_ARTIFACTS | 0 | 0 | 0 | ReLearn: Unlearning via Learning for Large Language Models | https://github.com/zjunlp/unlearn | null | null | 25 | 2 | 0 | false | Ningyu | https://github.com/zjunlp/unlearn/issues/1 | null | null | null | null | |
2025-02-18 | 2502.11196 | null | NO_CODE_YET | 0 | 0 | 0 | How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training | https://github.com/zjunlp/dynamicknowledgecircuits | null | null | 18 | 4 | 0 | false | Ningyu | https://github.com/zjunlp/DynamicKnowledgeCircuits/issues/1 | null | null | null | null | |
2025-02-18 | 2502.11167 | null | NEW_ARTIFACTS | 0 | 0 | 0 | SURGE: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors | https://github.com/Imbernoulli/SURGE | null | null | 11 | 2 | 0 | false | Bohan22 | https://github.com/Imbernoulli/SURGE/issues/1 | null | null | null | null | |
2025-02-18 | 2502.11330 | null | NO_CODE | 0 | 0 | 0 | System Message Generation for User Preferences using Open-Source Models | null | null | 7 | 2 | 0 | false | Minbyul | null | null | null | null | |||
2025-02-18 | 2502.11574 | null | NO_CODE | 0 | 0 | 0 | Large Language Models and Mathematical Reasoning Failures | https://github.com/jboye12/llm-probs | null | null | 3 | 3 | 0 | false | birgermoell | null | null | null | null | ||
2025-02-18 | 2502.11578 | null | NO_CODE | 0 | 0 | 0 | Language Complexity Measurement as a Noisy Zero-Shot Proxy for Evaluating LLM Performance | null | null | 0 | 2 | 0 | false | birgermoell | null | null | null | null | |||
2025-02-18 | 2502.10458 | null | NO_CODE_YET | 0 | 0 | 0 | I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models | https://github.com/MiZhenxing/ThinkDiff | null | null | 20 | 3 | 0 | false | Mifucius | https://github.com/MiZhenxing/ThinkDiff/issues/1 | null | null | null | null | https://mizhenxing.github.io/ThinkDiff |
2025-02-18 | 2502.12054 | null | NEW_ARTIFACTS | 0 | 1 | 0 | PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning | https://github.com/dxzxy12138/PhysReason | null | null | 5 | 1 | 0 | true | ChengyouJia | https://huggingface.co/datasets/zhibei1204/PhysReason/discussions/1 | null | null | null | https://dxzxy12138.github.io/PhysReason/ |
|
2025-02-18 | 2502.09083 | null | ERROR | 0 | 0 | 0 | Show Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-Checking | null | null | 2 | 2 | 0 | false | gretawarren | null | null | null | null | |||
2025-02-18 | 2502.12135 | null | NEW_ARTIFACTS | 0 | 1 | 0 | MagicArticulate: Make Your 3D Models Articulation-Ready | https://github.com/Seed3D/MagicArticulate | null | null | 6 | 1 | 0 | true | chaoyue7 | https://huggingface.co/datasets/chaoyue7/Articulation-XL2.0/discussions/2 | null | null | null | https://chaoyuesong.github.io/MagicArticulate/ |
|
2025-02-18 | 2502.11085 | null | NEW_ARTIFACTS | 0 | 0 | 0 | Towards Data-Efficient Pretraining for Atomic Property Prediction | https://github.com/Yasir-Ghunaim/efficient-atom | null | null | 3 | 3 | 0 | false | hammh0a | https://github.com/Yasir-Ghunaim/efficient-atom/issues/1 | null | null | null | null | |
2025-02-18 | 2502.11831 | null | NEW_ARTIFACTS | 0 | 0 | 0 | Intuitive physics understanding emerges from self-supervised pretraining on natural videos | https://github.com/facebookresearch/jepa-intuitive-physics | null | null | 10 | 2 | 0 | false | nielsr | https://github.com/facebookresearch/jepa-intuitive-physics/issues/1 | null | null | null | null | |
2025-02-18 | 2502.08441 | null | NO_CODE | 0 | 0 | 0 | Better Embeddings with Coupled Adam | null | null | 1 | 2 | 0 | false | flxst | null | null | null | null | |||
2025-02-18 | 2502.11089 | null | NEW_ARTIFACTS | 0 | 0 | 1 | Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention | null | null | 104 | 3 | 0 | true | HelloJiang | null | null | null | null | |||
2025-02-18 | 2502.11157 | null | NEW_ARTIFACTS | 0 | 0 | 0 | Dyve: Thinking Fast and Slow for Dynamic Process Verification | https://github.com/staymylove/Dyve | null | null | 5 | 2 | 0 | false | Jianyuan1 | https://huggingface.co/Jianyuan1/deepseek-r1-14b-cot-math-reasoning-full/discussions/1 https://huggingface.co/datasets/Jianyuan1/cot-data/discussions/2 | null | null | null | ||
2025-02-18 | 2502.10550 | null | NEW_ARTIFACTS | 0 | 0 | 0 | Memory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement Learning | https://github.com/CognitiveAISystems/MIKASA-Robo | null | null | 5 | 2 | 0 | false | avanturist | https://github.com/CognitiveAISystems/MIKASA-Robo/issues/1 | null | null | null | null | https://sites.google.com/view/memorybenchrobots/ |
2025-02-18 | 2502.11177 | null | NO_CODE_YET | 0 | 0 | 0 | The Mirage of Model Editing: Revisiting Evaluation in the Wild | null | null | 8 | 2 | 0 | false | WenDingY | null | null | null | null | |||
2025-02-18 | 2502.08820 | null | NEW_ARTIFACTS | 3 | 1 | 0 | Can a Single Model Master Both Multi-turn Conversations and Tool Use? CALM: A Unified Conversational Agentic Language Model | https://github.com/oumi-ai/oumi | null | null | 4 | 2 | 0 | true | emrecanacikgoz | https://huggingface.co/uiuc-convai/CoALM-8B/discussions/2 https://huggingface.co/uiuc-convai/CoALM-70B/discussions/2 https://huggingface.co/uiuc-convai/CoALM-405B/discussions/2 https://huggingface.co/datasets/uiuc-convai/CoALM-IT/discussions/2 | null | null | null | https://emrecanacikgoz.github.io/CoALM/ |
|
2025-02-18 | 2502.11748 | null | NO_CODE_YET | 0 | 0 | 0 | ILIAS: Instance-Level Image retrieval At Scale | https://github.com/ilias-vrg/ilias | null | null | 4 | 2 | 0 | false | stojnvla | https://github.com/ilias-vrg/ilias/issues/2 | null | null | null | null | https://vrg.fel.cvut.cz/ilias/ |
2025-02-18 | 2502.11357 | null | NO_CODE | 0 | 0 | 0 | Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents | null | null | 7 | 2 | 0 | false | vardaan123 | null | null | null | null | |||
2025-02-18 | 2502.08745 | null | NO_CODE_YET | 0 | 0 | 0 | IHEval: Evaluating Language Models on Following the Instruction Hierarchy | null | null | 16 | 2 | 0 | false | zhihz0535 | null | null | null | null | |||
2025-02-18 | 2502.09969 | null | NO_CODE_YET | 0 | 0 | 0 | Data Valuation using Neural Networks for Efficient Instruction Fine-Tuning | https://github.com/agarwalishika/NN-CIFT | null | null | 1 | 2 | 0 | false | ishikaa | https://github.com/agarwalishika/NN-CIFT/issues/1 | null | null | null | null | |
2025-02-18 | 2502.08826 | null | NO_ARTIFACTS | 0 | 0 | 0 | Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation | https://github.com/llm-lab-org/multimodal-rag-survey | null | null | 8 | 2 | 1 | false | aboots | null | null | null | null | ||
2025-02-18 | 2502.09509 | null | NEW_ARTIFACTS | 1 | 0 | 0 | EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling | https://github.com/zelaki/eqvae | null | null | 4 | 2 | 0 | true | gkakogeorgiou | https://huggingface.co/zelaki/eq-vae/discussions/1 https://huggingface.co/zelaki/eq-vae-ema/discussions/1 | null | null | null | https://eq-vae.github.io/ |
|
2025-02-18 | 2502.12154 | null | NEW_ARTIFACTS | 0 | 0 | 0 | Diffusion Models without Classifier-free Guidance | https://github.com/tzco/Diffusion-wo-CFG | null | null | 3 | 1 | 0 | false | tzco | https://github.com/tzco/Diffusion-wo-CFG/issues/1 | null | null | null | null | |
2025-02-18 | 2502.12982 | null | NEW_ARTIFACTS | 30 | 0 | 11 | Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs | https://github.com/sail-sg/sailor2 | null | null | 7 | 3 | 0 | true | dreamerdeo | Error occurred while improving metadata: An error happened while trying to locate the file on the Hub and we cannot find the requested files in the local cache. Please check your connection and try again or make sure your Internet connection is on. | null | null | null | https://sea-sailor.github.io/blog/sailor2/ |
|
2025-02-18 | 2502.11336 | null | NO_CODE | 0 | 0 | 0 | ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability | null | null | 0 | 2 | 0 | false | ryuryukke | null | null | null | null | |||
2025-02-19 | 2502.13143 | null | null | 0 | 0 | 0 | SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object Manipulation | null | null | null | 25 | 1 | 0 | false | qizekun | null | null | null | null | null | null |
2025-02-19 | 2502.13131 | null | null | 0 | 0 | 0 | Rethinking Diverse Human Preference Learning through Principal Component Analysis | null | null | null | 27 | 1 | 0 | false | Ray2333 | null | null | null | null | null | null |
2025-02-19 | 2502.11079 | null | null | 0 | 0 | 0 | Phantom: Subject-consistent video generation via cross-modal alignment | null | null | null | 36 | 1 | 0 | false | liulj13 | null | null | null | null | null | null |
2025-02-19 | 2502.11433 | null | null | 0 | 0 | 0 | FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading | null | null | null | 20 | 1 | 0 | false | jiminHuang | null | null | null | null | null | null |
2025-02-19 | 2502.13145 | null | null | 0 | 0 | 0 | Multimodal Mamba: Decoder-only Multimodal State Space Model via Quadratic to Linear Distillation | null | null | null | 24 | 1 | 0 | false | LegendBC | null | null | null | null | null | null |
2025-02-19 | 2502.12513 | null | null | 0 | 3 | 0 | RealSyn: An Effective and Scalable Multimodal Interleaved Document Transformation Paradigm | null | null | null | 14 | 1 | 0 | true | Kaichengalex | null | null | null | null | null | null |
2025-02-19 | 2502.11564 | null | null | 0 | 0 | 0 | Continuous Diffusion Model for Language Modeling | null | null | null | 37 | 2 | 0 | false | harryjo97 | null | null | null | null | null | null |
2025-02-19 | 2502.12501 | null | null | 0 | 0 | 0 | Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge | null | null | null | 5 | 1 | 0 | false | DonJoey | null | null | null | null | null | null |
2025-02-19 | 2502.09838 | null | null | 0 | 0 | 0 | HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation | null | null | null | 5 | 1 | 0 | false | wannature | null | null | null | null | null | null |
2025-02-19 | 2502.12574 | null | null | 0 | 0 | 0 | HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading | null | null | null | 4 | 1 | 0 | false | wdlctc | null | null | null | null | null | null |
2025-02-19 | 2502.10852 | null | null | 0 | 0 | 0 | Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages | null | null | null | 2 | 1 | 0 | false | Geralt-Targaryen | null | null | null | null | null | null |
2025-02-19 | 2502.12215 | null | null | 0 | 0 | 0 | Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? | null | null | null | 9 | 1 | 0 | false | akhaliq | null | null | null | null | null | null |
2025-02-19 | 2502.12464 | null | null | 0 | 0 | 0 | SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models | null | null | null | 24 | 1 | 0 | false | Seanie-lee | null | null | null | null | null | null |
2025-02-19 | 2502.12170 | null | null | 3 | 0 | 0 | MUDDFormer: Breaking Residual Bottlenecks in Transformers via Multiway Dynamic Dense Connections | null | null | null | 9 | 1 | 0 | true | xiaoda99 | null | null | null | null | null | null |
2025-02-19 | 2502.12900 | null | null | 0 | 0 | 0 | Soundwave: Less is More for Speech-Text Alignment in LLMs | null | null | null | 55 | 1 | 0 | false | Yoohao | null | null | null | null | null | null |
2025-02-19 | 2502.13130 | null | null | 0 | 0 | 0 | Magma: A Foundation Model for Multimodal AI Agents | null | null | null | 20 | 1 | 0 | false | akhaliq | null | null | null | null | null | null |
2025-02-19 | 2502.12859 | null | null | 0 | 0 | 0 | PAFT: Prompt-Agnostic Fine-Tuning | null | null | null | 9 | 1 | 0 | false | kittttttt | null | null | null | null | null | null |
2025-02-19 | 2502.13142 | null | null | 0 | 0 | 0 | Pre-training Auto-regressive Robotic Models with 4D Representations | null | null | null | 1 | 1 | 0 | false | roeiherz | null | null | null | null | null | null |
2025-02-19 | 2502.11271 | null | null | 0 | 0 | 1 | OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning | null | null | null | 8 | 2 | 0 | true | lupantech | null | null | null | null | null | null |
2025-02-19 | 2502.12669 | null | null | 0 | 0 | 0 | Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research | null | null | null | 1 | 1 | 0 | false | Dominic789654 | null | null | null | null | null | null |
2025-02-19 | 2502.09245 | null | null | 0 | 0 | 0 | You Do Not Fully Utilize Transformer's Representation Capacity | https://github.com/corl-team/lime | null | null | 20 | 1 | 0 | false | yaraksen | null | null | null | null | null | null |
2025-02-19 | 2502.10708 | null | null | 0 | 0 | 0 | Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey | null | null | null | 3 | 1 | 0 | false | Ziruibest | null | null | null | null | null | null |
2025-02-19 | 2502.13063 | null | null | 0 | 0 | 0 | Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity | null | null | null | 34 | 3 | 0 | false | mbur | null | null | null | null | null | null |
2025-02-19 | 2502.10990 | null | null | 1 | 0 | 1 | FinMTEB: Finance Massive Text Embedding Benchmark | https://github.com/yixuantt/finmteb | null | null | 1 | 1 | 1 | true | yixuantt | null | null | null | null | null | null |
2025-02-19 | 2502.12996 | null | null | 0 | 0 | 0 | Eager Updates For Overlapped Communication and Computation in DiLoCo | null | null | null | 4 | 1 | 0 | false | ArthurDouillard | null | null | null | null | null | null |
2025-02-19 | 2502.12018 | null | null | 0 | 0 | 0 | Atom of Thoughts for Markov LLM Test-Time Scaling | null | null | null | 3 | 1 | 0 | false | leavendough | null | null | null | null | null | null |
2025-02-19 | 2502.13092 | null | null | 0 | 0 | 0 | Text2World: Benchmarking Large Language Models for Symbolic World Model Generation | null | null | null | 4 | 1 | 0 | false | MengkangHu | null | null | null | null | null | null |
2025-02-19 | 2502.12929 | null | null | 0 | 0 | 0 | Flow-of-Options: Diversified and Improved LLM Reasoning by Thinking Through Options | null | null | null | 2 | 1 | 0 | false | lnair | null | null | null | null | null | null |
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