conftrace_

knowledge integration

128 papers

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Also known as

KI

Co-occurring keywords

large language model (13587) knowledge graph (1837) external knowledge (167) question answering (2963) retrieval-augmented generation (1592) language model (4599) knowledge base (804) neural network (6616) multimodal learning (4645) pre-trained language model (1515)

Papers

Imagine with Layout and Sketch: Enhancing Vision-Language Retrieval with Dual-Stream Multi-Modal Query Refinement AAAI 2026
Bloom-Eval: A Hierarchical Evaluation Benchmark for Automatic Survey Generation Based on Bloom’s Taxonomy ACL 2026
Guaranteeing Knowledge Integration with Joint Decoding for Retrieval-Augmented Generation ACL 2026
SR-KI: Scalable and Real-Time Knowledge Integration into LLMs via Supervised Attention AAAI 2026
ThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling EACL 2026
WikiREVIEW: A Multi-Perspective Review Framework for Automatic Wiki-Style Article Generation AAAI 2026
ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation AAAI 2026
Knowledge-driven Augmentation and Retrieval for Integrative Temporal Adaptation ACL 2026
Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking ACL 2025
A Unified Framework for Human-Allied Learning of Probabilistic Circuits AAAI 2025
MedCOD: Enhancing English-to-Spanish Medical Translation of Large Language Models Using Enriched Chain-of-Dictionary Framework EMNLP 2025
SAKI-RAG: Mitigating Context Fragmentation in Long-Document RAG via Sentence-level Attention Knowledge Integration EMNLP 2025
Diagram-Driven Course Questions Generation EMNLP 2025
Bridging External and Parametric Knowledge: Mitigating Hallucination of LLMs with Shared-Private Semantic Synergy in Dual-Stream Knowledge EMNLP 2025
Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion EMNLP 2025
Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection AAAI 2025
Wikidata-Driven Entity-Aware Translation: Boosting LLMs with External Knowledge SEMEVAL 2025
ReasonVQA: A Multi-hop Reasoning Benchmark with Structural Knowledge for Visual Question Answering ICCV 2025
KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education? ACL 2025
Retrieval-Augmented Generation with Estimation of Source Reliability EMNLP 2025
Multi-Stage LLM Fine-Tuning with a Continual Learning Setting NAACL 2025
How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM? NAACL 2025
Resolving Conflicting Evidence in Automated Fact-Checking: A Study on Retrieval-Augmented LLMs IJCAI 2025
Following Occam’s Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using LLMs EMNLP 2025
Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration AAAI 2025