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Paper archive page 63

Page 63 of 127. Links match the indexable papers sitemap inventory.

300 canonical paper links on this archive page.

Complexity-aware fine-tuning
arxiv-2506.21220 Sparse Blocked context only

Jun 26, 2025
Multi-lingual Functional Evaluation for Large Language Models
arxiv-2506.20793 Sparse Blocked context only

Jun 25, 2025
$π$-CoT: Prolog-Initialized Chain-of-Thought Prompting for Multi-Hop Question-Answering
arxiv-2506.20642 Sparse Blocked context only

Jun 25, 2025
KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality
arxiv-2506.19807 Direct Blocked context only

Jun 24, 2025
Breaking Barriers: Do Reinforcement Post Training Gains Transfer To Unseen Domains?
arxiv-2506.19733 Sparse Blocked context only

Jun 24, 2025
NaviAgent: Graph-Driven Bilevel Planning for Scalable Tool Orchestration
arxiv-2506.19500 Sparse Blocked context only

Jun 24, 2025
LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning
arxiv-2506.18841 Direct Blocked context only

Jun 23, 2025
Parallel Continuous Chain-of-Thought with Jacobi Iteration
arxiv-2506.18582 Direct Blocked context only

Jun 23, 2025
PDF Retrieval Augmented Question Answering
arxiv-2506.18027 Sparse Blocked context only

Jun 22, 2025
LLM Probability Concentration: How Alignment Shrinks the Generative Horizon
arxiv-2506.17871 Sparse Blocked context only

Jun 22, 2025
PersonalAI: A Systematic Comparison of Knowledge Graph Storage and Retrieval Approaches for Personalized LLM agents
arxiv-2506.17001 Sparse Blocked context only

Jun 20, 2025
A Scoping Review of Synthetic Data Generation by Language Models in Biomedical Research and Application: Data Utility and Quality Perspectives
arxiv-2506.16594 Sparse Blocked context only

Jun 19, 2025
Revela: Dense Retriever Learning via Language Modeling
arxiv-2506.16552 Sparse Blocked context only

Jun 19, 2025
When Does Divide and Conquer Work for Long Context LLM? A Noise Decomposition Framework
arxiv-2506.16411 Sparse Blocked context only

Jun 19, 2025
OJBench: A Competition Level Code Benchmark For Large Language Models
arxiv-2506.16395 Direct Blocked context only

Jun 19, 2025
GenRecal: Generation after Recalibration from Large to Small Vision-Language Models
arxiv-2506.15681 Sparse Blocked context only

Jun 18, 2025
SPARE: Single-Pass Annotation with Reference-Guided Evaluation for Automatic Process Supervision and Reward Modelling
arxiv-2506.15498 Sparse Blocked context only

Jun 18, 2025
DeVisE: Behavioral Testing of Medical Large Language Models
arxiv-2506.15339 Sparse Blocked context only

Jun 18, 2025
Toward Principled LLM Safety Testing: Solving the Jailbreak Oracle Problem
arxiv-2506.17299 Sparse Blocked context only

Jun 17, 2025
LingoLoop Attack: Trapping MLLMs via Linguistic Context and State Entrapment into Endless Loops
arxiv-2506.14493 Sparse Blocked context only

Jun 17, 2025
RedTopic: Toward Topic-Diverse Red Teaming of Large Language Models
arxiv-2507.00026 Sparse Blocked context only

Jun 17, 2025
AgentSynth: Scalable Task Generation for Generalist Computer-Use Agents
arxiv-2506.14205 Direct Blocked context only

Jun 17, 2025
Instruction Following by Principled Boosting Attention of Large Language Models
arxiv-2506.13734 Sparse Blocked context only

Jun 16, 2025
Language Agents for Hypothesis-driven Clinical Decision Making with Reinforcement Learning
arxiv-2506.13474 Sparse Blocked context only

Jun 16, 2025
DualEdit: Mitigating Safety Fallback in LLM Backdoor Editing via Affirmation-Refusal Regulation
arxiv-2506.13285 Sparse Blocked context only

Jun 16, 2025
MemeMind: A Large-Scale Multimodal Dataset with Chain-of-Thought Reasoning for Harmful Meme Detection
arxiv-2506.18919 Sparse Blocked context only

Jun 15, 2025
$\texttt{SPECS}$: Faster Test-Time Scaling through Speculative Drafts
arxiv-2506.15733 Sparse Blocked context only

Jun 15, 2025
From Time Series Analysis to Question Answering: A Survey in the LLM Era
arxiv-2506.11512 Sparse Blocked context only

Jun 13, 2025
Spurious Rewards: Rethinking Training Signals in RLVR
arxiv-2506.10947 Sparse Blocked context only

Jun 12, 2025
VINCIE: Unlocking In-context Image Editing from Video
arxiv-2506.10941 Sparse Blocked context only

Jun 12, 2025
Beyond Gold Standards: Epistemic Ensemble of LLM Judges for Formal Mathematical Reasoning
arxiv-2506.10903 Sparse Blocked context only

Jun 12, 2025
Accelerating Diffusion Large Language Models with SlowFast Sampling: The Three Golden Principles
arxiv-2506.10848 Sparse Blocked context only

Jun 12, 2025
Query-Level Uncertainty in Large Language Models
arxiv-2506.09669 Sparse Blocked context only

Jun 11, 2025
Towards Bridging the Reward-Generation Gap in Direct Alignment Algorithms
arxiv-2506.09457 Sparse Blocked context only

Jun 11, 2025
Structure-Augmented Reasoning Generation
arxiv-2506.08364 Sparse Blocked context only

Jun 10, 2025
Not All Tokens Matter: Towards Efficient LLM Reasoning via Token Significance in Reinforcement Learning
arxiv-2506.08125 Sparse Blocked context only

Jun 9, 2025
AbstRaL: Augmenting LLMs' Reasoning by Reinforcing Abstract Thinking
arxiv-2506.07751 Sparse Blocked context only

Jun 9, 2025
Learning What Reinforcement Learning Can't: Interleaved Online Fine-Tuning for Hardest Questions
arxiv-2506.07527 Direct Blocked context only

Jun 9, 2025
When Style Breaks Safety: Defending LLMs Against Superficial Style Alignment
arxiv-2506.07452 Sparse Blocked context only

Jun 9, 2025
Exploring Effective Strategies for Building a User-Configured GPT for Coding Classroom Dialogues
arxiv-2506.07194 Sparse Blocked context only

Jun 8, 2025
A dependently-typed calculus of event telicity and culminativity
arxiv-2506.06968 Sparse Blocked context only

Jun 8, 2025
BIS Reasoning 1.0: The First Large-Scale Japanese Benchmark for Belief-Inconsistent Syllogistic Reasoning
arxiv-2506.06955 Sparse Blocked context only

Jun 8, 2025
DesignBench: A Comprehensive Benchmark for MLLM-based Front-end Code Generation
arxiv-2506.06251 Direct Blocked context only

Jun 6, 2025
Can Theoretical Physics Research Benefit from Language Agents?
arxiv-2506.06214 Sparse Blocked context only

Jun 6, 2025
Comparative Analysis of Modern Machine Learning Models for Retail Sales Forecasting
arxiv-2506.05941 Sparse Blocked context only

Jun 6, 2025
Cross-lingual Collapse: How Language-Centric Foundation Models Shape Reasoning in Large Language Models
arxiv-2506.05850 Sparse Blocked context only

Jun 6, 2025
When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation
arxiv-2506.05690 Direct Blocked context only

Jun 6, 2025
OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation
arxiv-2506.05606 Sparse Blocked context only

Jun 5, 2025
MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark
arxiv-2506.05587 Direct Blocked context only

Jun 5, 2025
Toward Data Systems That Are Business Semantic Centric and AI Agents Assisted
arxiv-2506.05520 Sparse Blocked context only

Jun 5, 2025
Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout Replay
arxiv-2506.05316 Sparse Blocked context only

Jun 5, 2025
Resisting Contextual Interference in RAG via Parametric-Knowledge Reinforcement
arxiv-2506.05154 Sparse Blocked context only

Jun 5, 2025
The NTNU System at the S&I Challenge 2025 SLA Open Track
arxiv-2506.05121 Sparse Blocked context only

Jun 5, 2025
Toward Automated Robustness Evaluation of Mathematical Reasoning
arxiv-2506.05038 Sparse Blocked context only

Jun 5, 2025
Sensory-Motor Control with Large Language Models via Iterative Policy Refinement
arxiv-2506.04867 Sparse Blocked context only

Jun 5, 2025
Accelerated Test-Time Scaling with Model-Free Speculative Sampling
arxiv-2506.04708 Sparse Blocked context only

Jun 5, 2025
"Don't Do That!": Guiding Embodied Systems through Large Language Model-based Constraint Generation
arxiv-2506.04500 Sparse Blocked context only

Jun 4, 2025
High Accuracy, Less Talk (HALT): Reliable LLMs through Capability-Aligned Finetuning
arxiv-2506.04051 Sparse Blocked context only

Jun 4, 2025
HSSBench: Benchmarking Humanities and Social Sciences Ability for Multimodal Large Language Models
arxiv-2506.03922 Sparse Blocked context only

Jun 4, 2025
EuroGEST: Investigating gender stereotypes in multilingual language models
arxiv-2506.03867 Sparse Blocked context only

Jun 4, 2025
AssetOpsBench: Benchmarking AI Agents for Task Automation in Industrial Asset Operations and Maintenance
arxiv-2506.03828 Direct Blocked context only

Jun 4, 2025
Go-Browse: Training Web Agents with Structured Exploration
arxiv-2506.03533 Sparse Blocked context only

Jun 4, 2025
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing
arxiv-2506.03490 Sparse Blocked context only

Jun 4, 2025
Critique-GRPO: Advancing LLM Reasoning with Natural Language and Numerical Feedback
arxiv-2506.03106 Sparse Blocked context only

Jun 3, 2025
DiaBlo: Diagonal Blocks Are Sufficient For Finetuning
arxiv-2506.03230 Sparse Blocked context only

Jun 3, 2025
BitBypass: A New Direction in Jailbreaking Aligned Large Language Models with Bitstream Camouflage
arxiv-2506.02479 Sparse Blocked context only

Jun 3, 2025
Esoteric Language Models: Bridging Autoregressive and Masked Diffusion LLMs
arxiv-2506.01928 Sparse Blocked context only

Jun 2, 2025
iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering
arxiv-2506.01784 Sparse Blocked context only

Jun 2, 2025
Synthesis of discrete-continuous quantum circuits with multimodal diffusion models
arxiv-2506.01666 Direct Blocked context only

Jun 2, 2025
SealQA: Raising the Bar for Reasoning in Search-Augmented Language Models
arxiv-2506.01062 Direct Blocked context only

Jun 1, 2025
Leveraging Large Language Models for Sarcastic Speech Annotation in Sarcasm Detection
arxiv-2506.00955 Sparse Blocked context only

Jun 1, 2025
Position: Agent Should Invoke External Tools ONLY When Epistemically Necessary
arxiv-2506.00886 Sparse Blocked context only

Jun 1, 2025
DriveMind: A Dual Visual Language Model-based Reinforcement Learning Framework for Autonomous Driving
arxiv-2506.00819 Sparse Blocked context only

Jun 1, 2025
FlashDMoE: Fast Distributed MoE in a Single Kernel
arxiv-2506.04667 Direct Blocked context only

Jun 1, 2025
Stream-Omni: Simultaneous Multimodal Interactions with Large Language-Vision-Speech Model
arxiv-2506.13642 Direct Blocked context only

Jun 1, 2025
Dataset Distillation via Vision-Language Category Prototype
arxiv-2506.23580 Direct Blocked context only

Jun 1, 2025
$τ^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment
arxiv-2506.07982 Direct Blocked context only

Jun 1, 2025
Time Series Forecasting as Reasoning: A Slow-Thinking Approach with Reinforced LLMs
arxiv-2506.10630 Direct Blocked context only

Jun 1, 2025
ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs
arxiv-2506.18896 Direct Blocked context only

Jun 1, 2025
Distillation of atomistic foundation models across architectures and chemical domains
arxiv-2506.10956 Direct Blocked context only

Jun 1, 2025
TRIDENT: Enhancing Large Language Model Safety with Tri-Dimensional Diversified Red-Teaming Data Synthesis
arxiv-2505.24672 Sparse Blocked context only

May 30, 2025
Beyond Exponential Decay: Rethinking Error Accumulation in Large Language Models
arxiv-2505.24187 Sparse Blocked context only

May 30, 2025
SwingArena: Competitive Programming Arena for Long-context GitHub Issue Solving
arxiv-2505.23932 Sparse Blocked context only

May 29, 2025
Formula-R1: Incentivizing LLM Reasoning over Complex Tables with Numerical Computation via Formula-Driven Reinforcement Learning
arxiv-2505.23667 Sparse Blocked context only

May 29, 2025
AC-ODM: Actor--Critic Online Data Mixing for Sample-Efficient LLM Pretraining
arxiv-2505.23878 Sparse Blocked context only

May 29, 2025
AJF: Adaptive Jailbreak Framework Based on the Comprehension Ability of Black-Box Large Language Models
arxiv-2505.23404 Sparse Blocked context only

May 29, 2025
Bayesian Attention Mechanism: A Probabilistic Framework for Positional Encoding and Context Length Extrapolation
arxiv-2505.22842 Sparse Blocked context only

May 28, 2025
Measuring Sycophancy of Language Models in Multi-turn Dialogues
arxiv-2505.23840 Direct Blocked context only

May 28, 2025
Flying Pigs, FaR and Beyond: Evaluating LLM Reasoning in Counterfactual Worlds
arxiv-2505.22318 Sparse Blocked context only

May 28, 2025
Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation
arxiv-2505.22095 Sparse Blocked context only

May 28, 2025
Reviewing Scientific Papers for Critical Problems With Reasoning LLMs: Baseline Approaches and Automatic Evaluation
arxiv-2505.23824 Sparse Blocked context only

May 28, 2025
RedTeamCUA: Realistic Adversarial Testing of Computer-Use Agents in Hybrid Web-OS Environments
arxiv-2505.21936 Direct Blocked context only

May 28, 2025
R1-Code-Interpreter: LLMs Reason with Code via Supervised and Multi-stage Reinforcement Learning
arxiv-2505.21668 Sparse Blocked context only

May 27, 2025
RefTool: Reference-Guided Tool Creation for Knowledge-Intensive Reasoning
arxiv-2505.21413 Sparse Blocked context only

May 27, 2025
RPM: Reasoning-Level Personalization for Black-Box Large Language Models
arxiv-2505.21082 Sparse Blocked context only

May 27, 2025
ChemAmp: Amplified Chemistry Tools via Composable Agents
arxiv-2505.21569 Sparse Blocked context only

May 27, 2025
Do LLMs Understand Collaborative Signals? Diagnosis and Repair
arxiv-2505.20730 Sparse Blocked context only

May 27, 2025
FinTagging: Benchmarking LLMs for Extracting and Structuring Financial Information
arxiv-2505.20650 Sparse Blocked context only

May 27, 2025
VisRet: Visualization Improves Knowledge-Intensive Text-to-Image Retrieval
arxiv-2505.20291 Sparse Blocked context only

May 26, 2025
VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction
arxiv-2505.20279 Direct Blocked context only

May 26, 2025
It's High Time: A Survey of Temporal Question Answering
arxiv-2505.20243 Sparse Blocked context only

May 26, 2025
Token Distillation: Attention-aware Input Embeddings For New Tokens
arxiv-2505.20133 Sparse Blocked context only

May 26, 2025
Inference-time Alignment in Continuous Space
arxiv-2505.20081 Sparse Blocked context only

May 26, 2025
Incentivizing Strong Reasoning from Weak Supervision
arxiv-2505.20072 Sparse Blocked context only

May 26, 2025
REA-RL: Reflection-Aware Online Reinforcement Learning for Efficient Reasoning
arxiv-2505.19862 Sparse Blocked context only

May 26, 2025
LLLMs: A Data-Driven Survey of Evolving Research on Limitations of Large Language Models
arxiv-2505.19240 Sparse Blocked context only

May 25, 2025
ReasonMap: Towards Fine-Grained Visual Reasoning from Transit Maps
arxiv-2505.18675 Sparse Blocked context only

May 24, 2025
SEW: Self-Evolving Agentic Workflows for Automated Code Generation
arxiv-2505.18646 Direct Blocked context only

May 24, 2025
Knowledge Fusion of Large Language Models Via Modular SkillPacks
arxiv-2505.18502 Sparse Blocked context only

May 24, 2025
One RL to See Them All: Visual Triple Unified Reinforcement Learning
arxiv-2505.18129 Direct Blocked context only

May 23, 2025
Just as Humans Need Vaccines, So Do Models: Model Immunization to Combat Falsehoods
arxiv-2505.17870 Sparse Blocked context only

May 23, 2025
HoloLLM: Multisensory Foundation Model for Language-Grounded Human Sensing and Reasoning
arxiv-2505.17645 Sparse Blocked context only

May 23, 2025
On the Design of KL-Regularized Policy Gradient Algorithms for LLM Reasoning
arxiv-2505.17508 Direct Blocked context only

May 23, 2025
Bottlenecked Transformers: Periodic KV Cache Consolidation for Generalised Reasoning
arxiv-2505.16950 Sparse Blocked context only

May 22, 2025
Accidental Vulnerability: Factors in Fine-Tuning that Shift Model Safeguards
arxiv-2505.16789 Sparse Blocked context only

May 22, 2025
MTR-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning Evaluation
arxiv-2505.17123 Sparse Blocked context only

May 21, 2025
VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models
arxiv-2505.15801 Sparse Blocked context only

May 21, 2025
Reward Is Enough: LLMs Are In-Context Reinforcement Learners
arxiv-2506.06303 Sparse Blocked context only

May 21, 2025
HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph Databases
arxiv-2505.15701 Sparse Blocked context only

May 21, 2025
SAKE: Structured Agentic Knowledge Extrapolation for Complex LLM Reasoning via Reinforcement Learning
arxiv-2505.15062 Sparse Blocked context only

May 21, 2025
MAS-ZERO: Designing Multi-Agent Systems with Zero Supervision
arxiv-2505.14996 Direct Blocked context only

May 21, 2025
REFLEX: Metacognitive Reasoning for Reflective Zero-Shot Robotic Planning with Large Language Models
arxiv-2505.14899 Sparse Blocked context only

May 20, 2025
Towards Reliable Proof Generation with LLMs: A Neuro-Symbolic Approach
arxiv-2505.14479 Sparse Blocked context only

May 20, 2025
Not Minds, but Signs: Reframing LLMs through Semiotics
arxiv-2505.17080 Sparse Blocked context only

May 20, 2025
Let's Verify Math Questions Step by Step
arxiv-2505.13903 Sparse Blocked context only

May 20, 2025
Structured Agent Distillation for Large Language Model
arxiv-2505.13820 Sparse Blocked context only

May 20, 2025
Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference
arxiv-2505.13770 Sparse Blocked context only

May 19, 2025
Advancing Software Quality: A Standards-Focused Review of LLM-Based Assurance Techniques
arxiv-2505.13766 Sparse Blocked context only

May 19, 2025
A Reality Check of Language Models as Formalizers on Constraint Satisfaction Problems
arxiv-2505.13252 Sparse Blocked context only

May 19, 2025
What if Deception Cannot be Detected? A Cross-Linguistic Study on the Limits of Deception Detection from Text
arxiv-2505.13147 Sparse Blocked context only

May 19, 2025
FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference
arxiv-2505.13109 Curated Related Blocked context only

May 19, 2025
LEXam: Benchmarking Legal Reasoning on 340 Law Exams
arxiv-2505.12864 Sparse Blocked context only

May 19, 2025
RAGXplain: From Explainable Evaluation to Actionable Guidance of RAG Pipelines
arxiv-2505.13538 Sparse Blocked context only

May 18, 2025
BARREL: Boundary-Aware Reasoning for Factual and Reliable LRMs
arxiv-2505.13529 Sparse Blocked context only

May 18, 2025
Logic Jailbreak: Efficiently Unlocking LLM Safety Restrictions Through Formal Logical Expression
arxiv-2505.13527 Sparse Blocked context only

May 18, 2025
Mitigating Content Effects on Reasoning in Language Models through Fine-Grained Activation Steering
arxiv-2505.12189 Sparse Blocked context only

May 18, 2025
EVALOOOP: A Self-Consistency-Centered Framework for Assessing Large Language Model Robustness in Programming
arxiv-2505.12185 Sparse Blocked context only

May 18, 2025
VisionReasoner: Unified Reasoning-Integrated Visual Perception via Reinforcement Learning
arxiv-2505.12081 Direct Blocked context only

May 17, 2025
AdaBoN: Adaptive Best-of-N Alignment
arxiv-2505.12050 Sparse Blocked context only

May 17, 2025
EAMET: Robust Massive Model Editing via Embedding Alignment Optimization
arxiv-2505.11876 Sparse Blocked context only

May 17, 2025
Talk to Your Slides: High-Efficiency Slide Editing via Language-Driven Structured Data Manipulation
arxiv-2505.11604 Direct Blocked context only

May 16, 2025
Stepwise Guided Policy Optimization: Coloring your Incorrect Reasoning in GRPO
arxiv-2505.11595 Sparse Blocked context only

May 16, 2025
Visual Planning: Let's Think Only with Images
arxiv-2505.11409 Direct Blocked context only

May 16, 2025
SelfBudgeter: Adaptive Token Allocation for Efficient LLM Reasoning
arxiv-2505.11274 Sparse Blocked context only

May 16, 2025
Maximizing Asynchronicity in Event-based Neural Networks
arxiv-2505.11165 Sparse Blocked context only

May 16, 2025
REI-Bench: Can Embodied Agents Understand Vague Human Instructions in Task Planning?
arxiv-2505.10872 Sparse Blocked context only

May 16, 2025
Learning Virtual Machine Scheduling in Cloud Computing through Language Agents
arxiv-2505.10117 Sparse Blocked context only

May 15, 2025
CodePDE: An Inference Framework for LLM-driven PDE Solver Generation
arxiv-2505.08783 Direct Blocked context only

May 13, 2025
Not that Groove: Zero-Shot Symbolic Music Editing
arxiv-2505.08203 Sparse Blocked context only

May 13, 2025
Multimodal Integrated Knowledge Transfer to Large Language Models through Preference Optimization with Biomedical Applications
arxiv-2505.05736 Sparse Blocked context only

May 9, 2025
Scalable LLM Reasoning Acceleration with Low-rank Distillation
arxiv-2505.07861 Sparse Blocked context only

May 8, 2025
When Your Own Output Becomes Your Training Data: Noise-to-Meaning Loops and a Formal RSI Trigger
arxiv-2505.02888 Sparse Blocked context only

May 5, 2025
RM-R1: Reward Modeling as Reasoning
arxiv-2505.02387 Direct Blocked context only

May 5, 2025
Adaptive Social Learning via Mode Policy Optimization for Language Agents
arxiv-2505.02156 Direct Blocked context only

May 4, 2025
FineScope : SAE-guided Data Selection Enables Domain Specific LLM Pruning and Finetuning
arxiv-2505.00624 Sparse Blocked context only

May 1, 2025
LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey
arxiv-2505.00753 Direct Blocked context only

May 1, 2025
Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start
arxiv-2505.22334 Direct Blocked context only

May 1, 2025
Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO
arxiv-2505.17017 Direct Blocked context only

May 1, 2025
CLEVER: A Curated Benchmark for Formally Verified Code Generation
arxiv-2505.13938 Direct Blocked context only

May 1, 2025
Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Knowledge Distillation
arxiv-2505.02138 Direct Blocked context only

May 1, 2025
On Path to Multimodal Historical Reasoning: HistBench and HistAgent
arxiv-2505.20246 Direct Blocked context only

May 1, 2025
FunReason: Enhancing Large Language Models' Function Calling via Self-Refinement Multiscale Loss and Automated Data Refinement
arxiv-2505.20192 Direct Blocked context only

May 1, 2025
TopoPoint: Enhance Topology Reasoning via Endpoint Detection in Autonomous Driving
arxiv-2505.17771 Direct Blocked context only

May 1, 2025
SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward
arxiv-2505.17018 Direct Blocked context only

May 1, 2025
Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning
arxiv-2505.12370 Sparse Blocked context only

May 1, 2025
Efficient Agent Training for Computer Use
arxiv-2505.13909 Direct Blocked context only

May 1, 2025
LiteCUA: Computer as MCP Server for Computer-Use Agent on AIOS
arxiv-2505.18829 Direct Blocked context only

May 1, 2025
The P$^3$ dataset: Pixels, Points and Polygons for Multimodal Building Vectorization
arxiv-2505.15379 Direct Blocked context only

May 1, 2025
R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization
arxiv-2505.15155 Direct Blocked context only

May 1, 2025
Agent RL Scaling Law: Agent RL with Spontaneous Code Execution for Mathematical Problem Solving
arxiv-2505.07773 Direct Blocked context only

May 1, 2025
R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO
arxiv-2505.16673 Direct Blocked context only

May 1, 2025
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis
arxiv-2505.16834 Direct Blocked context only

May 1, 2025
InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts
arxiv-2505.19028 Direct Blocked context only

May 1, 2025
PaTH Attention: Position Encoding via Accumulating Householder Transformations
arxiv-2505.16381 Direct Blocked context only

May 1, 2025
Absolute Zero: Reinforced Self-play Reasoning with Zero Data
arxiv-2505.03335 Direct Blocked context only

May 1, 2025
Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO
arxiv-2505.22453 Direct Blocked context only

May 1, 2025
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Pedagogical Visualization
arxiv-2505.16832 Sparse Blocked context only

May 1, 2025
MM-PRM: Enhancing Multimodal Mathematical Reasoning with Scalable Step-Level Supervision
arxiv-2505.13427 Direct Blocked context only

May 1, 2025
Reason Like a Radiologist: Chain-of-Thought and Reinforcement Learning for Verifiable Report Generation
arxiv-2504.18453 Sparse Blocked context only

Apr 25, 2025
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review
arxiv-2504.18346 Sparse Blocked context only

Apr 25, 2025
Aleph-Alpha-GermanWeb: Improving German-language LLM pre-training with model-based data curation and synthetic data generation
arxiv-2505.00022 Sparse Blocked context only

Apr 24, 2025
FLUKE: A Linguistically-Driven and Task-Agnostic Framework for Robustness Evaluation
arxiv-2504.17311 Sparse Blocked context only

Apr 24, 2025
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning
arxiv-2504.17192 Direct Blocked context only

Apr 24, 2025
ReCellTy: Domain-Specific Knowledge Graph Retrieval-Augmented LLMs Reasoning Workflow for Single-Cell Annotation
arxiv-2505.00017 Sparse Blocked context only

Apr 24, 2025
GeneMamba: An Efficient and Effective Foundation Model on Single Cell Data
arxiv-2504.16956 Sparse Blocked context only

Apr 22, 2025
TrustGeoGen: Formal-Verified Data Engine for Trustworthy Multi-modal Geometric Problem Solving
arxiv-2504.15780 Sparse Blocked context only

Apr 22, 2025
DIP: Efficient Large Multimodal Model Training with Dynamic Interleaved Pipeline
arxiv-2504.14145 Sparse Blocked context only

Apr 19, 2025
Diffusion Generative Recommendation with Continuous Tokens
arxiv-2504.12007 Sparse Blocked context only

Apr 16, 2025
AgentA/B: Automated and Scalable Web A/BTesting with Interactive LLM Agents
arxiv-2504.09723 Sparse Blocked context only

Apr 13, 2025
A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems
arxiv-2504.09037 Sparse Blocked context only

Apr 12, 2025
MCP Bridge: A Lightweight, LLM-Agnostic RESTful Proxy for Model Context Protocol Servers
arxiv-2504.08999 Sparse Blocked context only

Apr 11, 2025
Generating Fine Details of Entity Interactions
arxiv-2504.08714 Sparse Blocked context only

Apr 11, 2025
Automating quantum feature map design via large language models
arxiv-2504.07396 Sparse Blocked context only

Apr 10, 2025
CAReDiO: Cultural Alignment via Representativeness and Distinctiveness Guided Data Optimization
arxiv-2504.08820 Sparse Blocked context only

Apr 9, 2025
Can LLMs Simulate Personas with Reversed Performance? A Systematic Investigation for Counterfactual Instruction Following in Math Reasoning Context
arxiv-2504.06460 Sparse Blocked context only

Apr 8, 2025
Don't Let It Hallucinate: Premise Verification via Retrieval-Augmented Logical Reasoning
arxiv-2504.06438 Sparse Blocked context only

Apr 8, 2025
BiasCause: Evaluate Socially Biased Causal Reasoning of Large Language Models
arxiv-2504.07997 Sparse Blocked context only

Apr 8, 2025
SkillFlow: Scalable and Efficient Agent Skill Retrieval System
arxiv-2504.06188 Sparse Blocked context only

Apr 8, 2025
NativQA Framework: Enabling LLMs and VLMs with Native, Local, and Everyday Knowledge
arxiv-2504.05995 Sparse Blocked context only

Apr 8, 2025
SCAM: A Real-World Typographic Robustness Evaluation for Multimodal Foundation Models
arxiv-2504.04893 Sparse Blocked context only

Apr 7, 2025
Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language Models
arxiv-2504.04717 Direct Blocked context only

Apr 7, 2025
Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving
arxiv-2504.02605 Direct Blocked context only

Apr 3, 2025
AnesSuite: A Comprehensive Benchmark and Dataset Suite for Anesthesiology Reasoning in LLMs
arxiv-2504.02404 Sparse Blocked context only

Apr 3, 2025
LearNAT: Learning NL2SQL with AST-guided Task Decomposition for Large Language Models
arxiv-2504.02327 Sparse Blocked context only

Apr 3, 2025
Chain of Correction for Full-text Speech Recognition with Large Language Models
arxiv-2504.01519 Curated Related Blocked context only

Apr 2, 2025
m1: Unleash the Potential of Test-Time Scaling for Medical Reasoning with Large Language Models
arxiv-2504.00869 Sparse Blocked context only

Apr 1, 2025
Kimina-Prover Preview: Towards Large Formal Reasoning Models with Reinforcement Learning
arxiv-2504.11354 Sparse Blocked context only

Apr 1, 2025
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models
arxiv-2504.07521 Direct Blocked context only

Apr 1, 2025
InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners
arxiv-2504.14239 Direct Blocked context only

Apr 1, 2025
REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites
arxiv-2504.11543 Direct Blocked context only

Apr 1, 2025
The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
arxiv-2504.08066 Direct Blocked context only

Apr 1, 2025
Planet as a Brain: Towards Internet of AgentSites based on AIOS Server
arxiv-2504.14411 Direct Blocked context only

Apr 1, 2025
SpaceR: Reinforcing MLLMs in Video Spatial Reasoning
arxiv-2504.01805 Direct Blocked context only

Apr 1, 2025
Relevance Isn't All You Need: Scaling RAG Systems With Inference-Time Compute Via Multi-Criteria Reranking
arxiv-2504.07104 Direct Blocked context only

Apr 1, 2025
WebThinker: Empowering Large Reasoning Models with Deep Research Capability
arxiv-2504.21776 Direct Blocked context only

Apr 1, 2025
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning
arxiv-2504.20073 Direct Blocked context only

Apr 1, 2025
Data-efficient LLM Fine-tuning for Code Generation
arxiv-2504.12687 Direct Blocked context only

Apr 1, 2025
Graph-to-Vision: Multi-graph Understanding and Reasoning using Vision-Language Models
arxiv-2503.21435 Sparse Blocked context only

Mar 27, 2025
EconEvals: Benchmarks and Litmus Tests for Economic Decision-Making by LLM Agents
arxiv-2503.18825 Sparse Blocked context only

Mar 24, 2025
Inverse Reinforcement Learning with Dynamic Reward Scaling for LLM Alignment
arxiv-2503.18991 Sparse Blocked context only

Mar 23, 2025
MedPlan: A Two-Stage RAG-Based System for Personalized Medical Plan Generation
arxiv-2503.17900 Sparse Blocked context only

Mar 23, 2025
Fin-R1: A Large Language Model for Financial Reasoning through Reinforcement Learning
arxiv-2503.16252 Direct Blocked context only

Mar 20, 2025
Imitating AI agents increase diversity in homogeneous information environments but can reduce it in heterogeneous ones
arxiv-2503.16021 Sparse Blocked context only

Mar 20, 2025
More Women, Same Stereotypes: Unpacking the Gender Bias Paradox in Large Language Models
arxiv-2503.15904 Sparse Blocked context only

Mar 20, 2025
What Makes a Reward Model a Good Teacher? An Optimization Perspective
arxiv-2503.15477 Direct Blocked context only

Mar 19, 2025
Measuring AI Ability to Complete Long Software Tasks
arxiv-2503.14499 Direct Blocked context only

Mar 18, 2025
xLSTM 7B: A Recurrent LLM for Fast and Efficient Inference
arxiv-2503.13427 Direct Blocked context only

Mar 17, 2025
KARL: Knowledge-Aware Reasoning and Reinforcement Learning for Knowledge-Intensive Visual Grounding
arxiv-2503.12797 Direct Blocked context only

Mar 17, 2025
Towards Hierarchical Multi-Step Reward Models for Enhanced Reasoning in Large Language Models
arxiv-2503.13551 Sparse Blocked context only

Mar 16, 2025
A Survey on the Optimization of Large Language Model-based Agents
arxiv-2503.12434 Direct Blocked context only

Mar 16, 2025
Beyond Final Code: A Process-Oriented Error Analysis of Software Development Agents in Real-World GitHub Scenarios
arxiv-2503.12374 Sparse Blocked context only

Mar 16, 2025
Integrating Chain-of-Thought and Retrieval Augmented Generation Enhances Rare Disease Diagnosis from Clinical Notes
arxiv-2503.12286 Sparse Blocked context only

Mar 15, 2025
TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools
arxiv-2503.10970 Direct Blocked context only

Mar 14, 2025
Ensemble Learning for Large Language Models in Text and Code Generation: A Survey
arxiv-2503.13505 Sparse Blocked context only

Mar 13, 2025
Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
arxiv-2503.06749 Direct Blocked context only

Mar 9, 2025
Green Prompting: Characterizing Prompt-driven Energy Costs of LLM Inference
arxiv-2503.10666 Sparse Blocked context only

Mar 9, 2025
InftyThink: Breaking the Length Limits of Long-Context Reasoning in Large Language Models
arxiv-2503.06692 Sparse Blocked context only

Mar 9, 2025
Shifting Perspectives: Steering Vectors for Robust Bias Mitigation in LLMs
arxiv-2503.05371 Sparse Blocked context only

Mar 7, 2025
Collaborative Evaluation of Deepfake Text with Deliberation-Enhancing Dialogue Systems
arxiv-2503.04945 Sparse Blocked context only

Mar 6, 2025
Semantic Parallelism: Redefining Efficient MoE Inference via Model-Data Co-Scheduling
arxiv-2503.04398 Sparse Blocked context only

Mar 6, 2025
HoT: Highlighted Chain of Thought for Referencing Supporting Facts from Inputs
arxiv-2503.02003 Sparse Blocked context only

Mar 3, 2025
$\texttt{SEM-CTRL}$: Semantically Controlled Decoding
arxiv-2503.01804 Sparse Blocked context only

Mar 3, 2025
LLM-Advisor: An LLM Benchmark for Cost-efficient Path Planning across Multiple Terrains
arxiv-2503.01236 Sparse Blocked context only

Mar 3, 2025
Distributionally Robust Reinforcement Learning with Human Feedback
arxiv-2503.00539 Sparse Blocked context only

Mar 1, 2025
Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement
arxiv-2503.06520 Direct Blocked context only

Mar 1, 2025
Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning
arxiv-2503.06034 Direct Blocked context only

Mar 1, 2025
Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model
arxiv-2503.16282 Direct Blocked context only

Mar 1, 2025
Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology
arxiv-2503.14911 Direct Blocked context only

Mar 1, 2025
BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology
arxiv-2503.00096 Direct Blocked context only

Mar 1, 2025
$φ$-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation
arxiv-2503.13288 Direct Blocked context only

Mar 1, 2025
Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control
arxiv-2503.14492 Direct Blocked context only

Mar 1, 2025
Cerebrum (AIOS SDK): A Platform for Agent Development, Deployment, Distribution, and Discovery
arxiv-2503.11444 Direct Blocked context only

Mar 1, 2025
Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language Models
arxiv-2503.21380 Direct Blocked context only

Mar 1, 2025
Steering Dialogue Dynamics for Robustness against Multi-turn Jailbreaking Attacks
arxiv-2503.00187 Sparse Blocked context only

Feb 28, 2025
MAMUT: A Novel Framework for Modifying Mathematical Formulas for the Generation of Specialized Datasets for Language Model Training
arxiv-2502.20855 Direct Blocked context only

Feb 28, 2025
Protecting multimodal large language models against misleading visualizations
arxiv-2502.20503 Sparse Blocked context only

Feb 27, 2025
HaLoRA: Hardware-aware Low-Rank Adaptation for Large Language Models Based on Hybrid Compute-in-Memory Architecture
arxiv-2502.19747 Sparse Blocked context only

Feb 27, 2025
Stay Focused: Problem Drift in Multi-Agent Debate
arxiv-2502.19559 Sparse Blocked context only

Feb 26, 2025
The Mighty ToRR: A Benchmark for Table Reasoning and Robustness
arxiv-2502.19412 Direct Blocked context only

Feb 26, 2025
Beyond In-Distribution Success: Scaling Curves of CoT Granularity for Language Model Generalization
arxiv-2502.18273 Sparse Blocked context only

Feb 25, 2025
Connecting Voices: LoReSpeech as a Low-Resource Speech Parallel Corpus
arxiv-2502.18215 Sparse Blocked context only

Feb 25, 2025
Can Multimodal LLMs Perform Time Series Anomaly Detection?
arxiv-2502.17812 Direct Blocked context only

Feb 25, 2025
LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification
arxiv-2502.17421 Direct Blocked context only

Feb 24, 2025
HIPPO: Enhancing the Table Understanding Capability of LLMs through Hybrid-Modal Preference Optimization
arxiv-2502.17315 Sparse Blocked context only

Feb 24, 2025
Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence
arxiv-2502.17028 Sparse Blocked context only

Feb 24, 2025
Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment
arxiv-2502.16894 Direct Blocked context only

Feb 24, 2025
Less is More: Improving LLM Alignment via Preference Data Selection
arxiv-2502.14560 Sparse Blocked context only

Feb 20, 2025
LaVCa: LLM-assisted Visual Cortex Captioning
arxiv-2502.13606 Sparse Blocked context only

Feb 19, 2025
MKE-Coder: Multi-Axial Knowledge with Evidence Verification in ICD Coding for Chinese EMRs
arxiv-2502.14916 Sparse Blocked context only

Feb 19, 2025
SEFL: A Framework for Generating Synthetic Educational Assignment Feedback with LLM Agents
arxiv-2502.12927 Sparse Blocked context only

Feb 18, 2025
Integrating Arithmetic Learning Improves Mathematical Reasoning in Smaller Models
arxiv-2502.12855 Sparse Blocked context only

Feb 18, 2025
MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task
arxiv-2502.11684 Sparse Blocked context only

Feb 17, 2025
Enhancing Multilingual LLM Pretraining with Model-Based Data Selection
arxiv-2502.10361 Sparse Blocked context only

Feb 14, 2025
Streaming Attention Approximation via Discrepancy Theory
arxiv-2502.07861 Sparse Blocked context only

Feb 11, 2025
Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn More
arxiv-2502.07490 Sparse Blocked context only

Feb 11, 2025
Maximal Brain Damage Without Data or Optimization: Disrupting Neural Networks via Sign-Bit Flips
arxiv-2502.07408 Sparse Blocked context only

Feb 11, 2025
Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning
arxiv-2502.07143 Sparse Blocked context only

Feb 11, 2025
Byte-token Enhanced Language Models for Temporal Point Processes Analysis
arxiv-2502.07139 Sparse Blocked context only

Feb 11, 2025
MoEMba: A Mamba-based Mixture of Experts for High-Density EMG-based Hand Gesture Recognition
arxiv-2502.17457 Sparse Blocked context only

Feb 9, 2025
A Systematic Survey of Semantic Role Labeling in the Era of Pretrained Language Models
arxiv-2502.08660 Sparse Blocked context only

Feb 9, 2025
Unbiased Sliced Wasserstein Kernels for High-Quality Audio Captioning
arxiv-2502.05435 Sparse Blocked context only

Feb 8, 2025
Improving Language Models with Intentional Analysis
arxiv-2502.04689 Sparse Blocked context only

Feb 7, 2025
OpenSTARLab: Open Approach for Spatio-Temporal Agent Data Analysis in Soccer
arxiv-2502.02785 Direct Blocked context only

Feb 5, 2025
AStar: Boosting Multimodal Reasoning with Automated Structured Thinking
arxiv-2502.02339 Sparse Blocked context only

Feb 4, 2025
Dual-IPO: Dual-Iterative Preference Optimization for Text-to-Video Generation
arxiv-2502.02088 Sparse Blocked context only

Feb 4, 2025
FinBloom: Knowledge Grounding Large Language Model with Real-time Financial Data
arxiv-2502.18471 Sparse Blocked context only

Feb 4, 2025
Semantic Integrity Matters: Benchmarking and Preserving High-Density Reasoning in KV Cache Compression
arxiv-2502.01941 Sparse Blocked context only

Feb 4, 2025
Intrinsic Entropy of Context Length Scaling in LLMs
arxiv-2502.01481 Sparse Blocked context only

Feb 3, 2025
GRADIEND: Feature Learning within Neural Networks Exemplified through Biases
arxiv-2502.01406 Direct Blocked context only

Feb 3, 2025
A Single Model Ensemble Framework for Neural Machine Translation using Pivot Translation
arxiv-2502.01182 Sparse Blocked context only

Feb 3, 2025
FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acceleration
arxiv-2502.01068 Direct Blocked context only

Feb 3, 2025
Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search
arxiv-2502.00955 Sparse Blocked context only

Feb 2, 2025
Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety
arxiv-2502.05206 Direct Blocked context only

Feb 2, 2025
FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents
arxiv-2502.07393 Direct Blocked context only

Feb 1, 2025
REALM-Bench: A Real-World Planning Benchmark for LLMs and Multi-Agent Systems
arxiv-2502.18836 Direct Blocked context only

Feb 1, 2025
ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates
arxiv-2502.06772 Direct Blocked context only

Feb 1, 2025
Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning
arxiv-2502.14768 Direct Blocked context only

Feb 1, 2025
LIMO: Less is More for Reasoning
arxiv-2502.03387 Direct Blocked context only

Feb 1, 2025
The Jumping Reasoning Curve? Tracking the Evolution of Reasoning Performance in GPT-[n] and o-[n] Models on Multimodal Puzzles
arxiv-2502.01081 Direct Blocked context only

Feb 1, 2025
SPECTRE: An FFT-Based Efficient Drop-In Replacement to Self-Attention for Long Contexts
arxiv-2502.18394 Sparse Blocked context only

Feb 1, 2025

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