| PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs | Jun 5, 2024 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning | Jun 5, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| The Task-oriented Queries Benchmark (ToQB) | Jun 5, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Ranking Manipulation for Conversational Search Engines | Jun 5, 2024 | Conversational SearchLanguage Modeling | CodeCode Available | 0 |
| LLM-based Rewriting of Inappropriate Argumentation using Reinforcement Learning from Machine Feedback | Jun 5, 2024 | Few-Shot LearningLanguage Modeling | CodeCode Available | 0 |
| Discrete Multimodal Transformers with a Pretrained Large Language Model for Mixed-Supervision Speech Processing | Jun 4, 2024 | DecoderLanguage Modeling | —Unverified | 0 |
| HoneyGPT: Breaking the Trilemma in Terminal Honeypots with Large Language Model | Jun 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Randomized Geometric Algebra Methods for Convex Neural Networks | Jun 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities | Jun 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Large Language Model-Enabled Multi-Agent Manufacturing Systems | Jun 4, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| TruthEval: A Dataset to Evaluate LLM Truthfulness and Reliability | Jun 4, 2024 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| ACCORD: Closing the Commonsense Measurability Gap | Jun 4, 2024 | BenchmarkingCommon Sense Reasoning | CodeCode Available | 0 |
| Diver: Large Language Model Decoding with Span-Level Mutual Information Verification | Jun 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LLM and GNN are Complementary: Distilling LLM for Multimodal Graph Learning | Jun 3, 2024 | Graph LearningLanguage Modeling | —Unverified | 0 |
| SwitchLoRA: Switched Low-Rank Adaptation Can Learn Full-Rank Information | Jun 3, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Large Language Model Assisted Optimal Bidding of BESS in FCAS Market: An AI-agent based Approach | Jun 3, 2024 | AI AgentDeep Reinforcement Learning | —Unverified | 0 |
| Superhuman performance in urology board questions by an explainable large language model enabled for context integration of the European Association of Urology guidelines: the UroBot study | Jun 3, 2024 | ChatbotLanguage Modeling | —Unverified | 0 |
| Towards Harnessing Large Language Models for Comprehension of Conversational Grounding | Jun 3, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| HBTP: Heuristic Behavior Tree Planning with Large Language Model Reasoning | Jun 3, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Alibaba LingmaAgent: Improving Automated Issue Resolution via Comprehensive Repository Exploration | Jun 3, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Graph Neural Network Enhanced Retrieval for Question Answering of LLMs | Jun 3, 2024 | Graph Neural NetworkLanguage Modelling | —Unverified | 0 |
| Unsupervised Distractor Generation via Large Language Model Distilling and Counterfactual Contrastive Decoding | Jun 3, 2024 | counterfactualDistractor Generation | —Unverified | 0 |
| LongSkywork: A Training Recipe for Efficiently Extending Context Length in Large Language Models | Jun 2, 2024 | Continual PretrainingInformation Retrieval | —Unverified | 0 |
| Towards a copilot in BIM authoring tool using a large language model-based agent for intelligent human-machine interaction | Jun 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Large Language Model Confidence Estimation via Black-Box Access | Jun 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Controlling Large Language Model Agents with Entropic Activation Steering | Jun 1, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 |
| Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning | Jun 1, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| On Overcoming Miscalibrated Conversational Priors in LLM-based Chatbots | Jun 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking | May 31, 2024 | In-Context LearningInformation Retrieval | CodeCode Available | 0 |
| RAG Does Not Work for Enterprises | May 31, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FineRadScore: A Radiology Report Line-by-Line Evaluation Technique Generating Corrections with Severity Scores | May 31, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Evaluating Large Language Model Biases in Persona-Steered Generation | May 30, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems | May 30, 2024 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Towards Ontology-Enhanced Representation Learning for Large Language Models | May 30, 2024 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 |
| SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths | May 30, 2024 | GSM8KHumanEval | —Unverified | 0 |
| Knowledge Graph Tuning: Real-time Large Language Model Personalization based on Human Feedback | May 30, 2024 | GPUKnowledge Graphs | —Unverified | 0 |
| Automated Generation and Tagging of Knowledge Components from Multiple-Choice Questions | May 30, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Efficient Indirect LLM Jailbreak via Multimodal-LLM Jailbreak | May 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Large Language Model Watermark Stealing With Mixed Integer Programming | May 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study | May 29, 2024 | Answer GenerationHallucination | —Unverified | 0 |
| To FP8 and Back Again: Quantifying Reduced Precision Effects on LLM Training Stability | May 29, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Multi-Modal Generative Embedding Model | May 29, 2024 | Caption GenerationCross-Modal Retrieval | —Unverified | 0 |
| LLaMA-Reg: Using LLaMA 2 for Unsupervised Medical Image Registration | May 29, 2024 | DecoderImage Registration | —Unverified | 0 |
| X-VILA: Cross-Modality Alignment for Large Language Model | May 29, 2024 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| Learning from Litigation: Graphs and LLMs for Retrieval and Reasoning in eDiscovery | May 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Conveyor: Efficient Tool-aware LLM Serving with Tool Partial Execution | May 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Full-duplex Speech Dialogue Scheme Based On Large Language Models | May 29, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Gemini & Physical World: Large Language Models Can Estimate the Intensity of Earthquake Shaking from Multi-Modal Social Media Posts | May 29, 2024 | Disaster ResponseLanguage Modelling | —Unverified | 0 |
| Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model | May 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Don't Forget to Connect! Improving RAG with Graph-based Reranking | May 28, 2024 | Abstract Meaning RepresentationLanguage Modeling | —Unverified | 0 |