| A Survey on Large Language Model Hallucination via a Creativity Perspective | Feb 2, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| InferCept: Efficient Intercept Support for Augmented Large Language Model Inference | Feb 2, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities | Feb 2, 2024 | Acoustic Scene ClassificationAudio captioning | CodeCode Available | 5 |
| Natural language guidance of high-fidelity text-to-speech with synthetic annotations | Feb 2, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 9 |
| Large Language Model Agent for Hyper-Parameter Optimization | Feb 2, 2024 | AutoMLHyperparameter Optimization | —Unverified | 0 |
| What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement | Feb 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Leveraging Large Language Models for Analyzing Blood Pressure Variations Across Biological Sex from Scientific Literature | Feb 2, 2024 | ArticlesDiagnostic | —Unverified | 0 |
| Retrieval Augmented End-to-End Spoken Dialog Models | Feb 2, 2024 | dialog state trackingIn-Context Learning | —Unverified | 0 |
| Code Representation Learning At Scale | Feb 2, 2024 | Code GenerationContrastive Learning | —Unverified | 0 |
| The Role of Foundation Models in Neuro-Symbolic Learning and Reasoning | Feb 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning Semantic Information from Raw Audio Signal Using Both Contextual and Phonetic Representations | Feb 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Need a Small Specialized Language Model? Plan Early! | Feb 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Deep Active Learning for Data Mining from Conflict Text Corpora | Feb 2, 2024 | Active LearningLanguage Modeling | —Unverified | 0 |
| Decoding Speculative Decoding | Feb 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Style Vectors for Steering Generative Large Language Model | Feb 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Integrating Large Language Models in Causal Discovery: A Statistical Causal Approach | Feb 2, 2024 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |
| CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks | Feb 2, 2024 | Answer GenerationHallucination | —Unverified | 0 |
| Interpretation of Intracardiac Electrograms Through Textual Representations | Feb 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| The Information of Large Language Model Geometry | Feb 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| BlackMamba: Mixture of Experts for State-Space Models | Feb 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| HiQA: A Hierarchical Contextual Augmentation RAG for Multi-Documents QA | Feb 1, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards | Feb 1, 2024 | Answer SelectionLanguage Modeling | CodeCode Available | 0 |
| Institutional Platform for Secure Self-Service Large Language Model Exploration | Feb 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Investigating Recurrent Transformers with Dynamic Halt | Feb 1, 2024 | DiagnosticLanguage Modeling | CodeCode Available | 0 |
| Generation, Distillation and Evaluation of Motivational Interviewing-Style Reflections with a Foundational Language Model | Feb 1, 2024 | ChatbotLanguage Modeling | —Unverified | 0 |
| 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 |