| DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation | Mar 30, 2024 | Dataset DistillationIn-Context Learning | CodeCode Available | 1 |
| Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods | Mar 30, 2024 | Autonomous DrivingLanguage Modeling | —Unverified | 0 |
| Controllable and Diverse Data Augmentation with Large Language Model for Low-Resource Open-Domain Dialogue Generation | Mar 30, 2024 | Data AugmentationDialogue Generation | —Unverified | 0 |
| MetaIE: Distilling a Meta Model from LLM for All Kinds of Information Extraction Tasks | Mar 30, 2024 | AllLanguage Modeling | CodeCode Available | 1 |
| NumeroLogic: Number Encoding for Enhanced LLMs' Numerical Reasoning | Mar 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs | Mar 30, 2024 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 |
| Causal Inference for Human-Language Model Collaboration | Mar 30, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Enhancing Content-based Recommendation via Large Language Model | Mar 30, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Your Co-Workers Matter: Evaluating Collaborative Capabilities of Language Models in Blocks World | Mar 30, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Configurable Safety Tuning of Language Models with Synthetic Preference Data | Mar 30, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Zero-shot Safety Prediction for Autonomous Robots with Foundation World Models | Mar 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model | Mar 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| GPTA: Generative Prompt Tuning Assistant for Synergistic Downstream Neural Network Enhancement with LLMs | Mar 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Using LLMs to Model the Beliefs and Preferences of Targeted Populations | Mar 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ReALM: Reference Resolution As Language Modeling | Mar 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MANGO: A Benchmark for Evaluating Mapping and Navigation Abilities of Large Language Models | Mar 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis | Mar 29, 2024 | HallucinationImage Captioning | CodeCode Available | 2 |
| PURPLE: Making a Large Language Model a Better SQL Writer | Mar 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The Future of Combating Rumors? Retrieval, Discrimination, and Generation | Mar 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FSMR: A Feature Swapping Multi-modal Reasoning Approach with Joint Textual and Visual Clues | Mar 29, 2024 | Image-text matchingLanguage Modeling | —Unverified | 0 |
| Large Language Model based Situational Dialogues for Second Language Learning | Mar 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Latxa: An Open Language Model and Evaluation Suite for Basque | Mar 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Enhancing Anomaly Detection in Financial Markets with an LLM-based Multi-Agent Framework | Mar 28, 2024 | Anomaly DetectionLanguage Modeling | —Unverified | 0 |
| Jamba: A Hybrid Transformer-Mamba Language Model | Mar 28, 2024 | GPULanguage Modeling | CodeCode Available | 0 |
| BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation | Mar 28, 2024 | Dialogue GenerationLanguage Modeling | —Unverified | 0 |
| HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding | Mar 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Developing Healthcare Language Model Embedding Spaces | Mar 28, 2024 | Contrastive LearningDocument Classification | —Unverified | 0 |
| Make Large Language Model a Better Ranker | Mar 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ChatTracer: Large Language Model Powered Real-time Bluetooth Device Tracking System | Mar 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical Data | Mar 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Multi-Frame, Lightweight & Efficient Vision-Language Models for Question Answering in Autonomous Driving | Mar 28, 2024 | Autonomous DrivingLanguage Modeling | CodeCode Available | 2 |
| TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios | Mar 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Localizing Paragraph Memorization in Language Models | Mar 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation | Mar 28, 2024 | Image GenerationIn-Context Learning | —Unverified | 0 |
| STaR-GATE: Teaching Language Models to Ask Clarifying Questions | Mar 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models | Mar 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering | Mar 28, 2024 | HallucinationIn-Context Learning | CodeCode Available | 1 |
| Envisioning MedCLIP: A Deep Dive into Explainability for Medical Vision-Language Models | Mar 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Leveraging Large Language Models for Relevance Judgments in Legal Case Retrieval | Mar 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Is Modularity Transferable? A Case Study through the Lens of Knowledge Distillation | Mar 27, 2024 | Domain AdaptationKnowledge Distillation | CodeCode Available | 0 |
| BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text | Mar 27, 2024 | ArticlesLanguage Modeling | CodeCode Available | 4 |
| An Image Grid Can Be Worth a Video: Zero-shot Video Question Answering Using a VLM | Mar 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Projective Methods for Mitigating Gender Bias in Pre-trained Language Models | Mar 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations | Mar 27, 2024 | AttributeDiagnostic | CodeCode Available | 0 |
| Towards a World-English Language Model for On-Device Virtual Assistants | Mar 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Common Sense Enhanced Knowledge-based Recommendation with Large Language Model | Mar 27, 2024 | Common Sense ReasoningKnowledge Graphs | CodeCode Available | 1 |
| LC-LLM: Explainable Lane-Change Intention and Trajectory Predictions with Large Language Models | Mar 27, 2024 | Autonomous VehiclesCommon Sense Reasoning | —Unverified | 0 |
| CheckEval: Robust Evaluation Framework using Large Language Model via Checklist | Mar 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Sequential Recommendation with Latent Relations based on Large Language Model | Mar 27, 2024 | Collaborative FilteringKnowledge Graphs | CodeCode Available | 1 |
| mALBERT: Is a Compact Multilingual BERT Model Still Worth It? | Mar 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |