| How Well Do Deep Learning Models Capture Human Concepts? The Case of the Typicality Effect | May 25, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning Beyond Pattern Matching? Assaying Mathematical Understanding in LLMs | May 24, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs | May 24, 2024 | Code GenerationLanguage Modeling | CodeCode Available | 0 |
| GECKO: Generative Language Model for English, Code and Korean | May 24, 2024 | kmmluLanguage Modeling | —Unverified | 0 |
| DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation | May 24, 2024 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| Large Language Model (LLM) for Standard Cell Layout Design Optimization | May 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Inverse-RLignment: Large Language Model Alignment from Demonstrations through Inverse Reinforcement Learning | May 24, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Large Language Model Pruning | May 24, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| Enhancing Augmentative and Alternative Communication with Card Prediction and Colourful Semantics | May 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Large Language Model Sentinel: LLM Agent for Adversarial Purification | May 24, 2024 | Adversarial DefenseAdversarial Purification | —Unverified | 0 |
| iREPO: implicit Reward Pairwise Difference based Empirical Preference Optimization | May 24, 2024 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| Emergence of a High-Dimensional Abstraction Phase in Language Transformers | May 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Off-the-shelf ChatGPT is a Good Few-shot Human Motion Predictor | May 24, 2024 | Human motion predictionIn-Context Learning | —Unverified | 0 |
| Scaling Laws for Discriminative Classification in Large Language Models | May 24, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| RAEE: A Robust Retrieval-Augmented Early Exiting Framework for Efficient Inference | May 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems | May 24, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| SEP: Self-Enhanced Prompt Tuning for Visual-Language Model | May 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Worldwide Federated Training of Language Models | May 23, 2024 | Federated LearningLanguage Modeling | —Unverified | 0 |
| Visual Echoes: A Simple Unified Transformer for Audio-Visual Generation | May 23, 2024 | Audio GenerationDenoising | —Unverified | 0 |
| Fisher Flow Matching for Generative Modeling over Discrete Data | May 23, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Lessons from the Trenches on Reproducible Evaluation of Language Models | May 23, 2024 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| BiMix: A Bivariate Data Mixing Law for Language Model Pretraining | May 23, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Aya 23: Open Weight Releases to Further Multilingual Progress | May 23, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Efficient Medical Question Answering with Knowledge-Augmented Question Generation | May 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Emotion Identification for French in Written Texts: Considering their Modes of Expression as a Step Towards Text Complexity Analysis | May 23, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |