| Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations | Apr 19, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Learning to Attribute with Attention | Apr 18, 2025 | AttributeLanguage Modeling | CodeCode Available | 1 |
| SilVar-Med: A Speech-Driven Visual Language Model for Explainable Abnormality Detection in Medical Imaging | Apr 14, 2025 | Anomaly DetectionDiagnostic | CodeCode Available | 1 |
| Fine-tuning a Large Language Model for Automating Computational Fluid Dynamics Simulations | Apr 13, 2025 | Computational EfficiencyLanguage Modeling | CodeCode Available | 1 |
| Parameterized Synthetic Text Generation with SimpleStories | Apr 12, 2025 | DiversityLanguage Modeling | CodeCode Available | 1 |
| LauraTSE: Target Speaker Extraction using Auto-Regressive Decoder-Only Language Models | Apr 10, 2025 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM Collaboration | Apr 7, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Hessian of Perplexity for Large Language Models by PyTorch autograd (Open Source) | Apr 6, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization | Apr 6, 2025 | BenchmarkingCombinatorial Optimization | CodeCode Available | 1 |
| MSL: Not All Tokens Are What You Need for Tuning LLM as a Recommender | Apr 5, 2025 | AllLanguage Modeling | CodeCode Available | 1 |
| Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction | Apr 4, 2025 | AttributeLanguage Modeling | CodeCode Available | 1 |
| Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation | Apr 4, 2025 | ClusteringHallucination | CodeCode Available | 1 |
| Distillation and Refinement of Reasoning in Small Language Models for Document Re-ranking | Apr 4, 2025 | Document RankingInformation Retrieval | CodeCode Available | 1 |
| SARLANG-1M: A Benchmark for Vision-Language Modeling in SAR Image Understanding | Apr 4, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection | Apr 3, 2025 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| MG-MotionLLM: A Unified Framework for Motion Comprehension and Generation across Multiple Granularities | Apr 3, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| IPA-CHILDES & G2P+: Feature-Rich Resources for Cross-Lingual Phonology and Phonemic Language Modeling | Apr 3, 2025 | Grapheme-to-Phoneme ConversionLanguage Modeling | CodeCode Available | 1 |
| JailDAM: Jailbreak Detection with Adaptive Memory for Vision-Language Model | Apr 3, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| STPNet: Scale-aware Text Prompt Network for Medical Image Segmentation | Apr 2, 2025 | Image SegmentationLanguage Modeling | CodeCode Available | 1 |
| TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining | Apr 2, 2025 | Continual LearningContinual Pretraining | CodeCode Available | 1 |
| Representation Bending for Large Language Model Safety | Apr 2, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Rethinking Key-Value Cache Compression Techniques for Large Language Model Serving | Mar 31, 2025 | Computational EfficiencyLanguage Modeling | CodeCode Available | 1 |
| CrowdVLM-R1: Expanding R1 Ability to Vision Language Model for Crowd Counting using Fuzzy Group Relative Policy Reward | Mar 31, 2025 | Crowd CountingLanguage Modeling | CodeCode Available | 1 |
| Whisper-LM: Improving ASR Models with Language Models for Low-Resource Languages | Mar 30, 2025 | Automatic Speech RecognitionLanguage Modeling | CodeCode Available | 1 |
| Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval | Mar 29, 2025 | AllLanguage Modeling | CodeCode Available | 1 |
