| INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling | May 22, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction | May 21, 2025 | BenchmarkingHallucination | —Unverified | 0 |
| Reward Is Enough: LLMs Are In-Context Reinforcement Learners | May 21, 2025 | Large Language ModelReinforcement Learning (RL) | —Unverified | 0 |
| Any Large Language Model Can Be a Reliable Judge: Debiasing with a Reasoning-based Bias Detector | May 21, 2025 | Bias DetectionIn-Context Learning | —Unverified | 0 |
| Bridging Sign and Spoken Languages: Pseudo Gloss Generation for Sign Language Translation | May 21, 2025 | In-Context LearningLarge Language Model | —Unverified | 0 |
| Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions | May 21, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Beyond Empathy: Integrating Diagnostic and Therapeutic Reasoning with Large Language Models for Mental Health Counseling | May 21, 2025 | DiagnosticLarge Language Model | —Unverified | 0 |
| Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective | May 21, 2025 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification | May 21, 2025 | Data AugmentationLarge Language Model | —Unverified | 0 |
| Lost in Benchmarks? Rethinking Large Language Model Benchmarking with Item Response Theory | May 21, 2025 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System | May 21, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Trajectory Bellman Residual Minimization: A Simple Value-Based Method for LLM Reasoning | May 21, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing | May 21, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| MIKU-PAL: An Automated and Standardized Multi-Modal Method for Speech Paralinguistic and Affect Labeling | May 21, 2025 | Emotion RecognitionFace Detection | —Unverified | 0 |
| Keep Security! Benchmarking Security Policy Preservation in Large Language Model Contexts Against Indirect Attacks in Question Answering | May 21, 2025 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| CP-LLM: Context and Pixel Aware Large Language Model for Video Quality Assessment | May 21, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Aligning Dialogue Agents with Global Feedback via Large Language Model Reward Decomposition | May 21, 2025 | Dialogue GenerationLanguage Modeling | —Unverified | 0 |
| AutoData: A Multi-Agent System for Open Web Data Collection | May 21, 2025 | Large Language Model | CodeCode Available | 0 |
| Highlighting What Matters: Promptable Embeddings for Attribute-Focused Image Retrieval | May 21, 2025 | AttributeImage Retrieval | —Unverified | 0 |
| Self-GIVE: Associative Thinking from Limited Structured Knowledge for Enhanced Large Language Model Reasoning | May 21, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Privacy-Preserving Conformal Prediction Under Local Differential Privacy | May 21, 2025 | Conformal PredictionLarge Language Model | CodeCode Available | 0 |
| ClickSight: Interpreting Student Clickstreams to Reveal Insights on Learning Strategies via LLMs | May 21, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation | May 21, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning | May 20, 2025 | Large Language ModelMultimodal Large Language Model | —Unverified | 0 |
| Can Pruning Improve Reasoning? Revisiting Long-CoT Compression with Capability in Mind for Better Reasoning | May 20, 2025 | Large Language ModelMathematical Reasoning | —Unverified | 0 |