| Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation | Nov 22, 2023 | AutoMLfeature selection | CodeCode Available | 0 |
| Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge | Nov 21, 2023 | Large Language ModelMultimodal Deep Learning | CodeCode Available | 1 |
| Oasis: Data Curation and Assessment System for Pretraining of Large Language Models | Nov 21, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis | Nov 21, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching | Nov 21, 2023 | Drone navigationgeo-localization | CodeCode Available | 1 |
| Extracting Definienda in Mathematical Scholarly Articles with Transformers | Nov 21, 2023 | ArticlesLanguage Modeling | CodeCode Available | 1 |
| A Survey of Graph Meets Large Language Model: Progress and Future Directions | Nov 21, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Enhancing Visual Grounding and Generalization: A Multi-Task Cycle Training Approach for Vision-Language Models | Nov 21, 2023 | Image SegmentationLanguage Modelling | CodeCode Available | 0 |
| How well ChatGPT understand Malaysian English? An Evaluation on Named Entity Recognition and Relation Extraction | Nov 20, 2023 | ArticlesLarge Language Model | CodeCode Available | 0 |
| Unifying Corroborative and Contributive Attributions in Large Language Models | Nov 20, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Refactoring Programs Using Large Language Models with Few-Shot Examples | Nov 20, 2023 | Language ModellingLarge Language Model | —Unverified | 0 |
| DocPedia: Unleashing the Power of Large Multimodal Model in the Frequency Domain for Versatile Document Understanding | Nov 20, 2023 | document understandingLanguage Modeling | —Unverified | 0 |
| Taiyi: A Bilingual Fine-Tuned Large Language Model for Diverse Biomedical Tasks | Nov 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Causal Structure Learning Supervised by Large Language Model | Nov 20, 2023 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| LION : Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge | Nov 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Zero-Shot Question Answering over Financial Documents using Large Language Models | Nov 19, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SecureBERT and LLAMA 2 Empowered Control Area Network Intrusion Detection and Classification | Nov 19, 2023 | Intrusion DetectionLanguage Modeling | —Unverified | 0 |
| TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems | Nov 19, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| GeoSAM: Fine-tuning SAM with Multi-Modal Prompts for Mobility Infrastructure Segmentation | Nov 19, 2023 | Image SegmentationLarge Language Model | CodeCode Available | 1 |
| A Principled Framework for Knowledge-enhanced Large Language Model | Nov 18, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On Functional Activations in Deep Neural Networks | Nov 17, 2023 | Language ModellingLarge Language Model | —Unverified | 0 |
| DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines | Nov 17, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| PEFT-MedAware: Large Language Model for Medical Awareness | Nov 17, 2023 | Computational EfficiencyLanguage Modeling | —Unverified | 0 |
| Distilling and Retrieving Generalizable Knowledge for Robot Manipulation via Language Corrections | Nov 17, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| Chemist-X: Large Language Model-empowered Agent for Reaction Condition Recommendation in Chemical Synthesis | Nov 16, 2023 | AI AgentContrastive Learning | —Unverified | 0 |
| Language Generation from Brain Recordings | Nov 16, 2023 | DecoderLanguage Modelling | CodeCode Available | 1 |
| The Ups and Downs of Large Language Model Inference with Vocabulary Trimming by Language Heuristics | Nov 16, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Video-LLaVA: Learning United Visual Representation by Alignment Before Projection | Nov 16, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| Multi-Step Dialogue Workflow Action Prediction | Nov 16, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Effective Large Language Model Adaptation for Improved Grounding and Citation Generation | Nov 16, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Leveraging LLMs in Scholarly Knowledge Graph Question Answering | Nov 16, 2023 | Graph Question AnsweringLanguage Modeling | CodeCode Available | 0 |
| A Speed Odyssey for Deployable Quantization of LLMs | Nov 16, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Comparing Generalization in Learning with Limited Numbers of Exemplars: Transformer vs. RNN in Attractor Dynamics | Nov 15, 2023 | Dynamic Time WarpingLanguage Modeling | —Unverified | 0 |
| VideoCon: Robust Video-Language Alignment via Contrast Captions | Nov 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Temperature-scaling surprisal estimates improve fit to human reading times -- but does it do so for the "right reasons"? | Nov 15, 2023 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Can Query Expansion Improve Generalization of Strong Cross-Encoder Rankers? | Nov 15, 2023 | Instruction FollowingLanguage Modelling | —Unverified | 0 |
| Autonomous Large Language Model Agents Enabling Intent-Driven Mobile GUI Testing | Nov 15, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PsyEval: A Suite of Mental Health Related Tasks for Evaluating Large Language Models | Nov 15, 2023 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation | Nov 15, 2023 | Constituency ParsingKnowledge Distillation | CodeCode Available | 0 |
| SiRA: Sparse Mixture of Low Rank Adaptation | Nov 15, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Pearl: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers | Nov 15, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| HeLM: Highlighted Evidence augmented Language Model for Enhanced Table-to-Text Generation | Nov 15, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Assessing Translation capabilities of Large Language Models involving English and Indian Languages | Nov 15, 2023 | In-Context LearningLanguage Modelling | —Unverified | 0 |
| GENEVA: GENErating and Visualizing branching narratives using LLMs | Nov 15, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Large Language Model-Driven Classroom Flipping: Empowering Student-Centric Peer Questioning with Flipped Interaction | Nov 14, 2023 | ChatbotLanguage Modeling | —Unverified | 0 |
| Summarization-Based Document IDs for Generative Retrieval with Language Models | Nov 14, 2023 | ArticlesLanguage Modeling | CodeCode Available | 0 |
| How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection | Nov 14, 2023 | Instruction FollowingLarge Language Model | CodeCode Available | 0 |
| MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration | Nov 14, 2023 | BenchmarkingLanguage Modeling | CodeCode Available | 1 |
| Automated title and abstract screening for scoping reviews using the GPT-4 Large Language Model | Nov 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards Open-Ended Visual Recognition with Large Language Model | Nov 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |