| Mélange: Cost Efficient Large Language Model Serving by Exploiting GPU Heterogeneity | Apr 22, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models | Apr 22, 2024 | HallucinationInformativeness | CodeCode Available | 1 |
| Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels | Apr 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Evaluating Retrieval Quality in Retrieval-Augmented Generation | Apr 21, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| FineRec:Exploring Fine-grained Sequential Recommendation | Apr 19, 2024 | AttributeDiversity | CodeCode Available | 1 |
| Length Generalization of Causal Transformers without Position Encoding | Apr 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| VG4D: Vision-Language Model Goes 4D Video Recognition | Apr 17, 2024 | Action RecognitionAutonomous Driving | CodeCode Available | 1 |
| MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory | Apr 17, 2024 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| Spiral of Silence: How is Large Language Model Killing Information Retrieval? -- A Case Study on Open Domain Question Answering | Apr 16, 2024 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| Forcing Diffuse Distributions out of Language Models | Apr 16, 2024 | Dataset GenerationDiversity | CodeCode Available | 1 |
| Constructing Benchmarks and Interventions for Combating Hallucinations in LLMs | Apr 15, 2024 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| Memory Sharing for Large Language Model based Agents | Apr 15, 2024 | Common Sense ReasoningDiversity | CodeCode Available | 1 |
| Knowledge-enhanced Visual-Language Pretraining for Computational Pathology | Apr 15, 2024 | Cross-Modal RetrievalLanguage Modeling | CodeCode Available | 1 |
| The Elephant in the Room: Rethinking the Usage of Pre-trained Language Model in Sequential Recommendation | Apr 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| OpenBias: Open-set Bias Detection in Text-to-Image Generative Models | Apr 11, 2024 | Bias DetectionFairness | CodeCode Available | 1 |
| High-Dimension Human Value Representation in Large Language Models | Apr 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Scalable Language Model with Generalized Continual Learning | Apr 11, 2024 | Continual LearningLanguage Modeling | CodeCode Available | 1 |
| Lossless Acceleration of Large Language Model via Adaptive N-gram Parallel Decoding | Apr 10, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| Does Transformer Interpretability Transfer to RNNs? | Apr 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Rethinking How to Evaluate Language Model Jailbreak | Apr 9, 2024 | InformativenessLanguage Modeling | CodeCode Available | 1 |
| Retrieval-Augmented Open-Vocabulary Object Detection | Apr 8, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Have You Merged My Model? On The Robustness of Large Language Model IP Protection Methods Against Model Merging | Apr 8, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation | Apr 5, 2024 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models | Apr 5, 2024 | Factual probeGeneral Knowledge | CodeCode Available | 1 |
| nicolay-r at SemEval-2024 Task 3: Using Flan-T5 for Reasoning Emotion Cause in Conversations with Chain-of-Thought on Emotion States | Apr 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
