| LL-ICM: Image Compression for Low-level Machine Vision via Large Vision-Language Model | Dec 5, 2024 | Image CompressionImage Restoration | —Unverified | 0 |
| Benchmarking Harmonized Tariff Schedule Classification Models | Dec 4, 2024 | BenchmarkingClassification | —Unverified | 0 |
| From Language Models over Tokens to Language Models over Characters | Dec 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks | Dec 4, 2024 | ClassificationContrastive Learning | —Unverified | 0 |
| Evaluating Language Models as Synthetic Data Generators | Dec 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AntLM: Bridging Causal and Masked Language Models | Dec 4, 2024 | Causal Language ModelingDecoder | —Unverified | 0 |
| FANAL -- Financial Activity News Alerting Language Modeling Framework | Dec 4, 2024 | Event DetectionLanguage Modeling | —Unverified | 0 |
| Who Brings the Frisbee: Probing Hidden Hallucination Factors in Large Vision-Language Model via Causality Analysis | Dec 4, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| PERL: Pinyin Enhanced Rephrasing Language Model for Chinese ASR N-best Error Correction | Dec 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PaliGemma 2: A Family of Versatile VLMs for Transfer | Dec 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms | Dec 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Automatic detection of diseases in Spanish clinical notes combining medical language models and ontologies | Dec 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension | Dec 4, 2024 | DescriptiveLanguage Modeling | CodeCode Available | 1 |
| Survey of different Large Language Model Architectures: Trends, Benchmarks, and Challenges | Dec 4, 2024 | Code GenerationImage Comprehension | —Unverified | 0 |
| Intent-driven In-context Learning for Few-shot Dialogue State Tracking | Dec 4, 2024 | Dialogue State TrackingIn-Context Learning | —Unverified | 0 |
| A surprisal oracle for when every layer counts | Dec 4, 2024 | Common Sense ReasoningLanguage Modeling | CodeCode Available | 0 |
| Composed Image Retrieval for Training-Free Domain Conversion | Dec 4, 2024 | Image RetrievalLanguage Modeling | CodeCode Available | 1 |
| From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents | Dec 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Fine-Grained Behavior Simulation with Role-Playing Large Language Model on Social Media | Dec 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Training-Free Mitigation of Language Reasoning Degradation After Multimodal Instruction Tuning | Dec 4, 2024 | GSM8KLanguage Modeling | —Unverified | 0 |
| FLAIR: VLM with Fine-grained Language-informed Image Representations | Dec 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation | Dec 3, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CPTQuant -- A Novel Mixed Precision Post-Training Quantization Techniques for Large Language Models | Dec 3, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Flattering to Deceive: The Impact of Sycophantic Behavior on User Trust in Large Language Model | Dec 3, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| An Evolutionary Large Language Model for Hallucination Mitigation | Dec 3, 2024 | Dataset GenerationHallucination | —Unverified | 0 |
| Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training | Dec 3, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CPP-UT-Bench: Can LLMs Write Complex Unit Tests in C++? | Dec 3, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Hybrid-SQuAD: Hybrid Scholarly Question Answering Dataset | Dec 3, 2024 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| Enhancing Trust in Large Language Models with Uncertainty-Aware Fine-Tuning | Dec 3, 2024 | Causal Language ModelingLanguage Modeling | —Unverified | 0 |
| Multi-Granularity Tibetan Textual Adversarial Attack Method Based on Masked Language Model | Dec 3, 2024 | Adversarial AttackHate Speech Detection | CodeCode Available | 0 |
| GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot | Dec 3, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 7 |
| MediaSpin: Exploring Media Bias Through Fine-Grained Analysis of News Headlines | Dec 3, 2024 | Bias DetectionLanguage Modeling | —Unverified | 0 |
| Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models | Dec 3, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image | Dec 3, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Explainable CTR Prediction via LLM Reasoning | Dec 3, 2024 | Click-Through Rate PredictionDecision Making | —Unverified | 0 |
| Mastering Board Games by External and Internal Planning with Language Models | Dec 2, 2024 | Board GamesLanguage Modeling | —Unverified | 0 |
| The Vulnerability of Language Model Benchmarks: Do They Accurately Reflect True LLM Performance? | Dec 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FlexSP: Accelerating Large Language Model Training via Flexible Sequence Parallelism | Dec 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Query Performance Explanation through Large Language Model for HTAP Systems | Dec 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Automated Extraction of Acronym-Expansion Pairs from Scientific Papers | Dec 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards Resource Efficient and Interpretable Bias Mitigation in Large Language Models | Dec 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| First numerical observation of the Berezinskii-Kosterlitz-Thouless transition in language models | Dec 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MiningGPT -- A Domain-Specific Large Language Model for the Mining Industry | Dec 2, 2024 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| Efficient LLM Inference using Dynamic Input Pruning and Cache-Aware Masking | Dec 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| RL2: Reinforce Large Language Model to Assist Safe Reinforcement Learning for Energy Management of Active Distribution Networks | Dec 2, 2024 | energy managementIn-Context Learning | —Unverified | 0 |
| Unlocking Video-LLM via Agent-of-Thoughts Distillation | Dec 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Align-KD: Distilling Cross-Modal Alignment Knowledge for Mobile Vision-Language Model | Dec 2, 2024 | cross-modal alignmentKnowledge Distillation | CodeCode Available | 1 |
| Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs | Dec 2, 2024 | AllLanguage Modeling | CodeCode Available | 2 |
| RILQ: Rank-Insensitive LoRA-based Quantization Error Compensation for Boosting 2-bit Large Language Model Accuracy | Dec 2, 2024 | Computational EfficiencyLanguage Modeling | CodeCode Available | 0 |
| PLD+: Accelerating LLM inference by leveraging Language Model Artifacts | Dec 2, 2024 | AttributeAvg | —Unverified | 0 |