| Exploring Spatial Schema Intuitions in Large Language and Vision Models | Feb 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law | Feb 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| MEIA: Multimodal Embodied Perception and Interaction in Unknown Environments | Feb 1, 2024 | Embodied Question AnsweringLanguage Modeling | CodeCode Available | 5 |
| Non-Exchangeable Conformal Language Generation with Nearest Neighbors | Feb 1, 2024 | Conformal PredictionLanguage Modeling | CodeCode Available | 1 |
| CroissantLLM: A Truly Bilingual French-English Language Model | Feb 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Computational Experiments Meet Large Language Model Based Agents: A Survey and Perspective | Feb 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards Efficient Exact Optimization of Language Model Alignment | Feb 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| PAP-REC: Personalized Automatic Prompt for Recommendation Language Model | Feb 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning | Feb 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| OLMo: Accelerating the Science of Language Models | Feb 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 9 |
| Unlearnable Algorithms for In-context Learning | Feb 1, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research | Jan 31, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 5 |
| [Lions: 1] and [Tigers: 2] and [Bears: 3], Oh My! Literary Coreference Annotation with LLMs | Jan 31, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LoRec: Large Language Model for Robust Sequential Recommendation against Poisoning Attacks | Jan 31, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Comparing Template-based and Template-free Language Model Probing | Jan 31, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Assertion Detection Large Language Model In-context Learning LoRA Fine-tuning | Jan 31, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| SPECTRUM: Speaker-Enhanced Pre-Training for Long Dialogue Summarization | Jan 31, 2024 | DiversityLanguage Modeling | —Unverified | 0 |
| LaneGraph2Seq: Lane Topology Extraction with Language Model via Vertex-Edge Encoding and Connectivity Enhancement | Jan 31, 2024 | Autonomous DrivingLanguage Modeling | CodeCode Available | 2 |
| Enhancing Large Language Model with Decomposed Reasoning for Emotion Cause Pair Extraction | Jan 31, 2024 | Emotion-Cause Pair ExtractionIn-Context Learning | —Unverified | 0 |
| EnCLAP: Combining Neural Audio Codec and Audio-Text Joint Embedding for Automated Audio Captioning | Jan 31, 2024 | AudioCapsAudio captioning | CodeCode Available | 2 |
| Employing Label Models on ChatGPT Answers Improves Legal Text Entailment Performance | Jan 31, 2024 | ArticlesLanguage Modeling | —Unverified | 0 |
| SpeechComposer: Unifying Multiple Speech Tasks with Prompt Composition | Jan 31, 2024 | DecoderLanguage Modeling | —Unverified | 0 |
| Customizing Language Model Responses with Contrastive In-Context Learning | Jan 30, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| EvoMerge: Neuroevolution for Large Language Models | Jan 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Arrows of Time for Large Language Models | Jan 30, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
