| Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs | Oct 31, 2024 | Knowledge GraphsLanguage Modeling | CodeCode Available | 2 |
| ALISE: Accelerating Large Language Model Serving with Speculative Scheduling | Oct 31, 2024 | BlockingLanguage Modeling | —Unverified | 0 |
| From Context to Action: Analysis of the Impact of State Representation and Context on the Generalization of Multi-Turn Web Navigation Agents | Oct 31, 2024 | Action AnalysisConversational Web Navigation | —Unverified | 0 |
| The NPU-HWC System for the ISCSLP 2024 Inspirational and Convincing Audio Generation Challenge | Oct 31, 2024 | Audio GenerationLanguage Modeling | —Unverified | 0 |
| A Theoretical Perspective for Speculative Decoding Algorithm | Oct 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Dynamic Information Sub-Selection for Decision Support | Oct 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Neural spell-checker: Beyond words with synthetic data generation | Oct 30, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learning and Transferring Sparse Contextual Bigrams with Linear Transformers | Oct 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Smaller Large Language Models Can Do Moral Self-Correction | Oct 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Real-Time Personalization for LLM-based Recommendation with Customized In-Context Learning | Oct 30, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Beyond Ontology in Dialogue State Tracking for Goal-Oriented Chatbot | Oct 30, 2024 | ChatbotDialogue State Tracking | CodeCode Available | 0 |
| Prove Your Point!: Bringing Proof-Enhancement Principles to Argumentative Essay Generation | Oct 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Monte Carlo Framework for Calibrated Uncertainty Estimation in Sequence Prediction | Oct 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Explainable Behavior Cloning: Teaching Large Language Model Agents through Learning by Demonstration | Oct 30, 2024 | Code GenerationLanguage Modeling | —Unverified | 0 |
| MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering | Oct 30, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| All or None: Identifiable Linear Properties of Next-token Predictors in Language Modeling | Oct 30, 2024 | AllDiversity | —Unverified | 0 |
| Constructing Multimodal Datasets from Scratch for Rapid Development of a Japanese Visual Language Model | Oct 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| COMAL: A Convergent Meta-Algorithm for Aligning LLMs with General Preferences | Oct 30, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Toward Understanding In-context vs. In-weight Learning | Oct 30, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Online Intrinsic Rewards for Decision Making Agents from Large Language Model Feedback | Oct 30, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Robotic State Recognition with Image-to-Text Retrieval Task of Pre-Trained Vision-Language Model and Black-Box Optimization | Oct 30, 2024 | Image to textImage-to-Text Retrieval | —Unverified | 0 |
| Teaching a Language Model to Distinguish Between Similar Details using a Small Adversarial Training Set | Oct 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| VisualPredicator: Learning Abstract World Models with Neuro-Symbolic Predicates for Robot Planning | Oct 30, 2024 | Hierarchical Reinforcement LearningLanguage Modeling | —Unverified | 0 |
| Long-context Protein Language Modeling Using Bidirectional Mamba with Shared Projection Layers | Oct 29, 2024 | Drug DesignLanguage Modeling | CodeCode Available | 1 |
| Multimodal Quantum Natural Language Processing: A Novel Framework for using Quantum Methods to Analyse Real Data | Oct 29, 2024 | Data IntegrationImage-text Classification | CodeCode Available | 0 |
| CurateGPT: A flexible language-model assisted biocuration tool | Oct 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Anticipating Future with Large Language Model for Simultaneous Machine Translation | Oct 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance | Oct 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| VL-Cache: Sparsity and Modality-Aware KV Cache Compression for Vision-Language Model Inference Acceleration | Oct 29, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Rethinking Code Refinement: Learning to Judge Code Efficiency | Oct 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents | Oct 29, 2024 | Decision MakingIntent Discovery | —Unverified | 0 |
| PerSRV: Personalized Sticker Retrieval with Vision-Language Model | Oct 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Discrete Modeling via Boundary Conditional Diffusion Processes | Oct 29, 2024 | Image GenerationLanguage Modeling | —Unverified | 0 |
| A Hierarchical Language Model For Interpretable Graph Reasoning | Oct 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench | Oct 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Improving In-Context Learning with Small Language Model Ensembles | Oct 29, 2024 | Domain LabellingIn-Context Learning | CodeCode Available | 0 |
| Reliable Semantic Understanding for Real World Zero-shot Object Goal Navigation | Oct 29, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| MARCO: Multi-Agent Real-time Chat Orchestration | Oct 29, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| Democratizing Reward Design for Personal and Representative Value-Alignment | Oct 29, 2024 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| f-PO: Generalizing Preference Optimization with f-divergence Minimization | Oct 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SG-Bench: Evaluating LLM Safety Generalization Across Diverse Tasks and Prompt Types | Oct 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Online Detecting LLM-Generated Texts via Sequential Hypothesis Testing by Betting | Oct 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Abrupt Learning in Transformers: A Case Study on Matrix Completion | Oct 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MotionGPT-2: A General-Purpose Motion-Language Model for Motion Generation and Understanding | Oct 29, 2024 | DescriptiveLanguage Modeling | —Unverified | 0 |
| Learning and Unlearning of Fabricated Knowledge in Language Models | Oct 29, 2024 | Data PoisoningLanguage Modeling | —Unverified | 0 |
| FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation | Oct 29, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| From melodic note sequences to pitches using word2vec | Oct 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Are VLMs Really Blind | Oct 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| An Actor-Critic Approach to Boosting Text-to-SQL Large Language Model | Oct 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Energy-Based Diffusion Language Models for Text Generation | Oct 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |