| LibreLog: Accurate and Efficient Unsupervised Log Parsing Using Open-Source Large Language Models | Aug 2, 2024 | In-Context LearningLog Parsing | CodeCode Available | 1 | 5 |
| Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs | May 21, 2025 | Knowledge DistillationKnowledge Graphs | CodeCode Available | 1 | 5 |
| LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation | Apr 22, 2024 | HallucinationRAG | CodeCode Available | 1 | 5 |
| PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements | May 31, 2025 | Privacy PreservingQuestion Answering | CodeCode Available | 1 | 5 |
| Personalized Graph-Based Retrieval for Large Language Models | Jan 4, 2025 | Knowledge GraphsRetrieval | CodeCode Available | 1 | 5 |
| NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrieval | Sep 4, 2024 | Image RetrievalRAG | CodeCode Available | 1 | 5 |
| NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering | May 26, 2025 | ChunkingLarge Language Model | CodeCode Available | 1 | 5 |
| "Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation | Dec 18, 2023 | HallucinationLanguage Modelling | CodeCode Available | 1 | 5 |
| GPIoT: Tailoring Small Language Models for IoT Program Synthesis and Development | Mar 2, 2025 | Code GenerationProgram Synthesis | CodeCode Available | 1 | 5 |
| Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning | Oct 22, 2024 | RetrievalRetrieval-augmented Generation | CodeCode Available | 1 | 5 |
| MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAG | May 10, 2025 | RAGRetrieval | CodeCode Available | 1 | 5 |
| Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation | Apr 10, 2024 | AllRAG | CodeCode Available | 1 | 5 |
| How well do LLMs cite relevant medical references? An evaluation framework and analyses | Feb 3, 2024 | RAGRetrieval-augmented Generation | CodeCode Available | 1 | 5 |
| Neural Exec: Learning (and Learning from) Execution Triggers for Prompt Injection Attacks | Mar 6, 2024 | RAGRetrieval | CodeCode Available | 1 | 5 |
| Controllable Context Sensitivity and the Knob Behind It | Nov 11, 2024 | Question AnsweringRetrieval-augmented Generation | CodeCode Available | 1 | 5 |
| Context Awareness Gate For Retrieval Augmented Generation | Nov 25, 2024 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Context-aware Decoding Reduces Hallucination in Query-focused Summarization | Dec 21, 2023 | HallucinationLanguage Modelling | CodeCode Available | 1 | 5 |
| Context-DPO: Aligning Language Models for Context-Faithfulness | Dec 18, 2024 | RAGRetrieval-augmented Generation | CodeCode Available | 1 | 5 |
| CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering | Sep 29, 2024 | Graph Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Neuro-Symbolic Query Compiler | May 17, 2025 | RAGResponse Generation | CodeCode Available | 1 | 5 |
| One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models | May 30, 2024 | Question AnsweringRAG | CodeCode Available | 1 | 5 |
| Ragnarök: A Reusable RAG Framework and Baselines for TREC 2024 Retrieval-Augmented Generation Track | Jun 24, 2024 | BenchmarkingRAG | CodeCode Available | 1 | 5 |
| Robust Retrieval Augmented Generation for Zero-shot Slot Filling | Aug 31, 2021 | Domain AdaptationFew-Shot Learning | CodeCode Available | 1 | 5 |
| ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator | May 28, 2024 | Information RetrievalLanguage Modelling | CodeCode Available | 0 | 5 |
| A Hybrid Approach to Information Retrieval and Answer Generation for Regulatory Texts | Feb 24, 2025 | Answer GenerationInformation Retrieval | CodeCode Available | 0 | 5 |
