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

CCNU at SemEval-2025 Task 3: Leveraging Internal and External Knowledge of Large Language Models for Multilingual Hallucination Annotation ACL 2025
Diagram-Driven Course Questions Generation EMNLP 2025
Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking ACL 2025
A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making EMNLP 2025
How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM? NAACL 2025
Empowering GraphRAG with Knowledge Filtering and Integration EMNLP 2025
Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection AAAI 2025
NLKI: A Lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks EMNLP 2025
Following Occam’s Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using LLMs EMNLP 2025
SAKI-RAG: Mitigating Context Fragmentation in Long-Document RAG via Sentence-level Attention Knowledge Integration EMNLP 2025
Causal Inference with Large Language Model: A Survey NAACL 2025
A + B: A General Generator-Reader Framework for Optimizing LLMs to Unleash Synergy Potential ACL 2024
Knowledge-Enhanced Historical Document Segmentation and Recognition AAAI 2024
Towards Diverse Device Heterogeneous Federated Learning via Task Arithmetic Knowledge Integration NIPS 2024
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL 2024
Retrieval-Augmented Knowledge Integration into Language Models: A Survey ACL 2024
Model Composition for Multimodal Large Language Models ACL 2024
GraSAME: Injecting Token-Level Structural Information to Pretrained Language Models via Graph-guided Self-Attention Mechanism NAACL 2024
VIEWS: Entity-Aware News Video Captioning EMNLP 2024
Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering EMNLP 2024
More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs EMNLP 2024
KnowVrDU: A Unified Knowledge-aware Prompt-Tuning Framework for Visually-rich Document Understanding COLING 2024
InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration EMNLP 2024
KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning ACL 2024
FinanceMATH: Knowledge-Intensive Math Reasoning in Finance Domains ACL 2024