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Retrieval-augmented Generation

Papers

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TitleStatusHype
Improving RAG Retrieval via Propositional Content Extraction: a Speech Act Theory Approach0
Leveraging Approximate Caching for Faster Retrieval-Augmented Generation0
FinTMMBench: Benchmarking Temporal-Aware Multi-Modal RAG in Finance0
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational HistoryCode0
TPU-Gen: LLM-Driven Custom Tensor Processing Unit Generator0
Personalized Text Generation with Contrastive Activation Steering0
ORANSight-2.0: Foundational LLMs for O-RAN0
Automatic Teaching Platform on Vision Language Retrieval Augmented Generation0
TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster0
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence0
In-depth Analysis of Graph-based RAG in a Unified Framework0
Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning0
LeRAAT: LLM-Enabled Real-Time Aviation Advisory ToolCode0
OkraLong: A Flexible Retrieval-Augmented Framework for Long-Text Query Processing0
Optimizing open-domain question answering with graph-based retrieval augmented generation0
Wikipedia in the Era of LLMs: Evolution and RisksCode0
RAAD-LLM: Adaptive Anomaly Detection Using LLMs and RAG Integration0
PennyLang: Pioneering LLM-Based Quantum Code Generation with a Novel PennyLane-Centric Dataset0
HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation0
Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution0
Explainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation0
SRAG: Structured Retrieval-Augmented Generation for Multi-Entity Question Answering over Wikipedia Graph0
SAGE: A Framework of Precise Retrieval for RAG0
ER-RAG: Enhance RAG with ER-Based Unified Modeling of Heterogeneous Data Sources0
Optimizing Multi-Hop Document Retrieval Through Intermediate Representations0
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