RuCCoD: Towards Automated ICD Coding in Russian
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2502.21263
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Published
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133
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Unified Reward Model for Multimodal Understanding and Generation
Paper • 2503.05236 • Published • 124 -
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching
Paper • 2503.05179 • Published • 46 -
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
Paper • 2503.05592 • Published • 27 -
Forgetting Transformer: Softmax Attention with a Forget Gate
Paper • 2503.02130 • Published • 32 -
SafeArena: Evaluating the Safety of Autonomous Web Agents
Paper • 2503.04957 • Published • 21 -
VideoPainter: Any-length Video Inpainting and Editing with Plug-and-Play Context Control
Paper • 2503.05639 • Published • 24 -
R1-Omni: Explainable Omni-Multimodal Emotion Recognition with Reinforcing Learning
Paper • 2503.05379 • Published • 37 -
Learning from Failures in Multi-Attempt Reinforcement Learning
Paper • 2503.04808 • Published • 18 -
TinyR1-32B-Preview: Boosting Accuracy with Branch-Merge Distillation
Paper • 2503.04872 • Published • 15 -
TrajectoryCrafter: Redirecting Camera Trajectory for Monocular Videos via Diffusion Models
Paper • 2503.05638 • Published • 19 -
BEHAVIOR Robot Suite: Streamlining Real-World Whole-Body Manipulation for Everyday Household Activities
Paper • 2503.05652 • Published • 11 -
ProReflow: Progressive Reflow with Decomposed Velocity
Paper • 2503.04824 • Published • 9 -
An Empirical Study on Eliciting and Improving R1-like Reasoning Models
Paper • 2503.04548 • Published • 8 -
Linear-MoE: Linear Sequence Modeling Meets Mixture-of-Experts
Paper • 2503.05447 • Published • 8 -
LONGCODEU: Benchmarking Long-Context Language Models on Long Code Understanding
Paper • 2503.04359 • Published • 6 -
SAGE: A Framework of Precise Retrieval for RAG
Paper • 2503.01713 • Published • 7 -
EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test
Paper • 2503.01840 • Published • 5 -
Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles
Paper • 2502.18968 • Published • 3 -
LoRACode: LoRA Adapters for Code Embeddings
Paper • 2503.05315 • Published • 13 -
AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM
Paper • 2503.04504 • Published • 3 -
YuE: Scaling Open Foundation Models for Long-Form Music Generation
Paper • 2503.08638 • Published • 66 -
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories
Paper • 2503.08625 • Published • 26 -
Seedream 2.0: A Native Chinese-English Bilingual Image Generation Foundation Model
Paper • 2503.07703 • Published • 36 -
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models
Paper • 2503.09573 • Published • 72 -
Multimodal Language Modeling for High-Accuracy Single Cell Transcriptomics Analysis and Generation
Paper • 2503.09427 • Published • 4 -
Video Action Differencing
Paper • 2503.07860 • Published • 33 -
LightGen: Efficient Image Generation through Knowledge Distillation and Direct Preference Optimization
Paper • 2503.08619 • Published • 20 -
OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space Models
Paper • 2503.08686 • Published • 19 -
Exploiting Instruction-Following Retrievers for Malicious Information Retrieval
Paper • 2503.08644 • Published • 16 -
Robusto-1 Dataset: Comparing Humans and VLMs on real out-of-distribution Autonomous Driving VQA from Peru
Paper • 2503.07587 • Published • 11 -
"Principal Components" Enable A New Language of Images
Paper • 2503.08685 • Published • 12 -
^RFLAV: Rolling Flow matching for infinite Audio Video generation
Paper • 2503.08307 • Published • 9 -
BiasEdit: Debiasing Stereotyped Language Models via Model Editing
Paper • 2503.08588 • Published • 7 -
AnyMoLe: Any Character Motion In-betweening Leveraging Video Diffusion Models
Paper • 2503.08417 • Published • 8 -
AI-native Memory 2.0: Second Me
Paper • 2503.08102 • Published • 13 -
Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol
Paper • 2503.05860 • Published • 10 -
LocAgent: Graph-Guided LLM Agents for Code Localization
Paper • 2503.09089 • Published • 13 -
Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents
Paper • 2503.08684 • Published • 5 -
Referring to Any Person
Paper • 2503.08507 • Published • 7 -
More Documents, Same Length: Isolating the Challenge of Multiple Documents in RAG
Paper • 2503.04388 • Published • 17 -
Quantizing Large Language Models for Code Generation: A Differentiated Replication
Paper • 2503.07103 • Published • 8 -
Cost-Optimal Grouped-Query Attention for Long-Context LLMs
Paper • 2503.09579 • Published • 5 -
Self-Taught Self-Correction for Small Language Models
Paper • 2503.08681 • Published • 15 -
Multi Agent based Medical Assistant for Edge Devices
Paper • 2503.05397 • Published • 7 -
MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System
Paper • 2503.09600 • Published • 4 -
PhysicsGen: Can Generative Models Learn from Images to Predict Complex Physical Relations?
Paper • 2503.05333 • Published • 8 -
Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models
Paper • 2503.11224 • Published • 27 -
API Agents vs. GUI Agents: Divergence and Convergence
Paper • 2503.11069 • Published • 37 -
Group-robust Machine Unlearning
Paper • 2503.09330 • Published • 1 -
Personalize Anything for Free with Diffusion Transformer
Paper • 2503.12590 • Published • 44 -
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
Paper • 2503.12605 • Published • 34 -
Rewards Are Enough for Fast Photo-Realistic Text-to-image Generation
Paper • 2503.13070 • Published • 10 -
RWKV-7 "Goose" with Expressive Dynamic State Evolution
Paper • 2503.14456 • Published • 149 -
Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection
Paper • 2503.12271 • Published • 9 -
Pensez: Less Data, Better Reasoning -- Rethinking French LLM
Paper • 2503.13661 • Published • 5 -
PyGDA: A Python Library for Graph Domain Adaptation
Paper • 2503.10284 • Published • 4 -
CoLMDriver: LLM-based Negotiation Benefits Cooperative Autonomous Driving
Paper • 2503.08683 • Published • 1 -
DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Paper • 2503.14476 • Published • 128 -
STEVE: AStep Verification Pipeline for Computer-use Agent Training
Paper • 2503.12532 • Published • 15 -
GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction
Paper • 2503.11227 • Published • 24 -
SWEET-RL: Training Multi-Turn LLM Agents on Collaborative Reasoning Tasks
Paper • 2503.15478 • Published • 11 -
ELTEX: A Framework for Domain-Driven Synthetic Data Generation
Paper • 2503.15055 • Published • 6 -
Survey on Evaluation of LLM-based Agents
Paper • 2503.16416 • Published • 91 -
JARVIS-VLA: Post-Training Large-Scale Vision Language Models to Play Visual Games with Keyboards and Mouse
Paper • 2503.16365 • Published • 41 -
Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't
Paper • 2503.16219 • Published • 51 -
Why Do Multi-Agent LLM Systems Fail?
Paper • 2503.13657 • Published • 47 -
MAPS: A Multi-Agent Framework Based on Big Seven Personality and Socratic Guidance for Multimodal Scientific Problem Solving
Paper • 2503.16905 • Published • 54 -
MARS: A Multi-Agent Framework Incorporating Socratic Guidance for Automated Prompt Optimization
Paper • 2503.16874 • Published • 44 -
Can Large Vision Language Models Read Maps Like a Human?
Paper • 2503.14607 • Published • 9 -
A Comprehensive Survey on Long Context Language Modeling
Paper • 2503.17407 • Published • 49 -
UI-R1: Enhancing Action Prediction of GUI Agents by Reinforcement Learning
Paper • 2503.21620 • Published • 62 -
Large Language Model Agent: A Survey on Methodology, Applications and Challenges
Paper • 2503.21460 • Published • 77 -
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation
Paper • 2503.21729 • Published • 28 -
Exploring the Evolution of Physics Cognition in Video Generation: A Survey
Paper • 2503.21765 • Published • 11 -
Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation
Paper • 2503.22675 • Published • 35 -
Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL
Paper • 2503.23157 • Published • 9 -
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
Paper • 2504.01990 • Published • 285 -
Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme
Paper • 2504.02587 • Published • 30 -
One-Minute Video Generation with Test-Time Training
Paper • 2504.05298 • Published • 105 -
SmolVLM: Redefining small and efficient multimodal models
Paper • 2504.05299 • Published • 188 -
DeepSeek-R1 Thoughtology: Let's <think> about LLM Reasoning
Paper • 2504.07128 • Published • 85 -
MM-IFEngine: Towards Multimodal Instruction Following
Paper • 2504.07957 • Published • 34 -
SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning
Paper • 2504.08600 • Published • 29 -
WORLDMEM: Long-term Consistent World Simulation with Memory
Paper • 2504.12369 • Published • 34 -
VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models
Paper • 2504.13122 • Published • 21 -
ToolRL: Reward is All Tool Learning Needs
Paper • 2504.13958 • Published • 44 -
UFO2: The Desktop AgentOS
Paper • 2504.14603 • Published • 28 -
OTC: Optimal Tool Calls via Reinforcement Learning
Paper • 2504.14870 • Published • 33 -
The Bitter Lesson Learned from 2,000+ Multilingual Benchmarks
Paper • 2504.15521 • Published • 64 -
Describe Anything: Detailed Localized Image and Video Captioning
Paper • 2504.16072 • Published • 60 -
MR. Video: "MapReduce" is the Principle for Long Video Understanding
Paper • 2504.16082 • Published • 6 -
LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale
Paper • 2504.16030 • Published • 34 -
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning
Paper • 2504.17192 • Published • 110 -
Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models
Paper • 2505.04921 • Published • 176 -
Flow-GRPO: Training Flow Matching Models via Online RL
Paper • 2505.05470 • Published • 78 -
Vision-Language-Action Models: Concepts, Progress, Applications and Challenges
Paper • 2505.04769 • Published • 8