| Selective Attention: Enhancing Transformer through Principled Context Control | Nov 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Strengthening Fake News Detection: Leveraging SVM and Sophisticated Text Vectorization Techniques. Defying BERT? | Nov 19, 2024 | Fake News DetectionLanguage Modeling | —Unverified | 0 |
| Probing the Capacity of Language Model Agents to Operationalize Disparate Experiential Context Despite Distraction | Nov 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Layered Architecture for Developing and Enhancing Capabilities in Large Language Model-based Software Systems | Nov 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CUE-M: Contextual Understanding and Enhanced Search with Multimodal Large Language Model | Nov 19, 2024 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs | Nov 19, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| HouseLLM: LLM-Assisted Two-Phase Text-to-Floorplan Generation | Nov 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues | Nov 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Large Language Model for Qualitative Research -- A Systematic Mapping Study | Nov 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improved GUI Grounding via Iterative Narrowing | Nov 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ByteScience: Bridging Unstructured Scientific Literature and Structured Data with Auto Fine-tuned Large Language Model in Token Granularity | Nov 18, 2024 | ArticlesLanguage Modeling | —Unverified | 0 |
| Mitigating Gender Bias in Contextual Word Embeddings | Nov 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Leveraging MLLM Embeddings and Attribute Smoothing for Compositional Zero-Shot Learning | Nov 18, 2024 | AttributeCompositional Zero-Shot Learning | CodeCode Available | 1 |
| Does Unlearning Truly Unlearn? A Black Box Evaluation of LLM Unlearning Methods | Nov 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation | Nov 18, 2024 | HallucinationLanguage Modeling | CodeCode Available | 0 |
| Bi-Mamba: Towards Accurate 1-Bit State Space Models | Nov 18, 2024 | BinarizationLanguage Modeling | —Unverified | 0 |
| Large corpora and large language models: a replicable method for automating grammatical annotation | Nov 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Steering Language Model Refusal with Sparse Autoencoders | Nov 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PSA-VLM: Enhancing Vision-Language Model Safety through Progressive Concept-Bottleneck-Driven Alignment | Nov 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| TrojanRobot: Physical-World Backdoor Attacks Against VLM-based Robotic Manipulation | Nov 18, 2024 | Backdoor AttackDecision Making | —Unverified | 0 |
| Mitigating Knowledge Conflicts in Language Model-Driven Question Answering | Nov 18, 2024 | Document SummarizationHallucination | —Unverified | 0 |
| Preempting Text Sanitization Utility in Resource-Constrained Privacy-Preserving LLM Interactions | Nov 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Topology-aware Preemptive Scheduling for Co-located LLM Workloads | Nov 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| MC-LLaVA: Multi-Concept Personalized Vision-Language Model | Nov 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| AddrLLM: Address Rewriting via Large Language Model on Nationwide Logistics Data | Nov 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |