Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications
Fuente:
arXiv
Guardado en:
| Autores principales: | Feng, Zhangyin, Ma, Weitao, Yu, Weijiang, Huang, Lei, Wang, Haotian, Chen, Qianglong, Peng, Weihua, Feng, Xiaocheng, Qin, Bing, liu, Ting |
|---|---|
| Formato: | Preprint |
| Publicado: |
2023
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
por: Huang, Lei, et al.
Publicado: (2023)
por: Huang, Lei, et al.
Publicado: (2023)
Learning Fine-Grained Grounded Citations for Attributed Large Language Models
por: Huang, Lei, et al.
Publicado: (2024)
por: Huang, Lei, et al.
Publicado: (2024)
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
por: Chu, Zheng, et al.
Publicado: (2023)
por: Chu, Zheng, et al.
Publicado: (2023)
Unveiling Entity-Level Unlearning for Large Language Models: A Comprehensive Analysis
por: Ma, Weitao, et al.
Publicado: (2024)
por: Ma, Weitao, et al.
Publicado: (2024)
TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models
por: Chu, Zheng, et al.
Publicado: (2023)
por: Chu, Zheng, et al.
Publicado: (2023)
ImplicitMemBench: Measuring Unconscious Behavioral Adaptation in Large Language Models
por: Qin, Chonghan, et al.
Publicado: (2026)
por: Qin, Chonghan, et al.
Publicado: (2026)
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation
por: Zhu, Kun, et al.
Publicado: (2024)
por: Zhu, Kun, et al.
Publicado: (2024)
Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models
por: Zhong, Weihong, et al.
Publicado: (2024)
por: Zhong, Weihong, et al.
Publicado: (2024)
Adaptive Backtracking for Privacy Protection in Large Language Models
por: Yao, Zhihao, et al.
Publicado: (2025)
por: Yao, Zhihao, et al.
Publicado: (2025)
One for All: Update Parameterized Knowledge Across Multiple Models
por: Ma, Weitao, et al.
Publicado: (2025)
por: Ma, Weitao, et al.
Publicado: (2025)
GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization
por: Ye, Yangfan, et al.
Publicado: (2024)
por: Ye, Yangfan, et al.
Publicado: (2024)
Causal Tracing of Object Representations in Large Vision Language Models: Mechanistic Interpretability and Hallucination Mitigation
por: Li, Qiming, et al.
Publicado: (2025)
por: Li, Qiming, et al.
Publicado: (2025)
Advancing Large Language Model Attribution through Self-Improving
por: Huang, Lei, et al.
Publicado: (2024)
por: Huang, Lei, et al.
Publicado: (2024)
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering
por: Chu, Zheng, et al.
Publicado: (2024)
por: Chu, Zheng, et al.
Publicado: (2024)
Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering
por: Zhu, Kun, et al.
Publicado: (2025)
por: Zhu, Kun, et al.
Publicado: (2025)
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization
por: Huang, Lei, et al.
Publicado: (2025)
por: Huang, Lei, et al.
Publicado: (2025)
LangGPS: Language Separability Guided Data Pre-Selection for Joint Multilingual Instruction Tuning
por: Ye, Yangfan, et al.
Publicado: (2025)
por: Ye, Yangfan, et al.
Publicado: (2025)
Culture-Aware Machine Translation in Large Language Models: Benchmarking and Investigation
por: Yuan, Zekun, et al.
Publicado: (2026)
por: Yuan, Zekun, et al.
Publicado: (2026)
Aligning Translation-Specific Understanding to General Understanding in Large Language Models
por: Huang, Yichong, et al.
Publicado: (2024)
por: Huang, Yichong, et al.
Publicado: (2024)
Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration
por: Huang, Yichong, et al.
Publicado: (2024)
por: Huang, Yichong, et al.
Publicado: (2024)
Adapter-based Selective Knowledge Distillation for Federated Multi-domain Meeting Summarization
por: Feng, Xiachong, et al.
Publicado: (2023)
por: Feng, Xiachong, et al.
Publicado: (2023)
x1: Learning to Think Adaptively Across Languages and Cultures
por: Ye, Yangfan, et al.
Publicado: (2026)
por: Ye, Yangfan, et al.
Publicado: (2026)
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems
por: Zhou, Zekun, et al.
Publicado: (2025)
por: Zhou, Zekun, et al.
Publicado: (2025)
Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management
por: Ma, Weitao, et al.
Publicado: (2026)
por: Ma, Weitao, et al.
Publicado: (2026)
Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System
por: Wang, Haotian, et al.
Publicado: (2023)
por: Wang, Haotian, et al.
Publicado: (2023)
Can Large Language Models Simulate Human Cognition Beyond Behavioral Imitation?
por: Gu, Yuxuan, et al.
Publicado: (2026)
por: Gu, Yuxuan, et al.
Publicado: (2026)
SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution
por: Feng, Xiachong, et al.
Publicado: (2026)
por: Feng, Xiachong, et al.
Publicado: (2026)
Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding
por: Zhao, Liang, et al.
Publicado: (2023)
por: Zhao, Liang, et al.
Publicado: (2023)
Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods
por: Cao, Yuji, et al.
Publicado: (2024)
por: Cao, Yuji, et al.
Publicado: (2024)
Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play
por: Feng, Xiachong, et al.
Publicado: (2026)
por: Feng, Xiachong, et al.
Publicado: (2026)
VideoCogQA: A Controllable Benchmark for Evaluating Cognitive Abilities in Video-Language Models
por: Li, Chenglin, et al.
Publicado: (2024)
por: Li, Chenglin, et al.
Publicado: (2024)
FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging
por: Li, Zijian, et al.
Publicado: (2025)
por: Li, Zijian, et al.
Publicado: (2025)
CAST: Mitigating Object Hallucination in Large Vision-Language Models via Caption-Guided Visual Attention Steering
por: Li, Qiming, et al.
Publicado: (2026)
por: Li, Qiming, et al.
Publicado: (2026)
Inference Attacks: A Taxonomy, Survey, and Promising Directions
por: Wu, Feng, et al.
Publicado: (2024)
por: Wu, Feng, et al.
Publicado: (2024)
CAI: Caption-Sensitive Attention Intervention for Mitigating Object Hallucination in Large Vision-Language Models
por: Li, Qiming, et al.
Publicado: (2025)
por: Li, Qiming, et al.
Publicado: (2025)
Extending Context Window of Large Language Models from a Distributional Perspective
por: Wu, Yingsheng, et al.
Publicado: (2024)
por: Wu, Yingsheng, et al.
Publicado: (2024)
Relay Decoding: Concatenating Large Language Models for Machine Translation
por: Fu, Chengpeng, et al.
Publicado: (2024)
por: Fu, Chengpeng, et al.
Publicado: (2024)
CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models
por: Cheng, Zihui, et al.
Publicado: (2024)
por: Cheng, Zihui, et al.
Publicado: (2024)
Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering
por: Li, Qiming, et al.
Publicado: (2025)
por: Li, Qiming, et al.
Publicado: (2025)
Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application
por: Yang, Chuanpeng, et al.
Publicado: (2024)
por: Yang, Chuanpeng, et al.
Publicado: (2024)
Ejemplares similares
-
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
por: Huang, Lei, et al.
Publicado: (2023) -
Learning Fine-Grained Grounded Citations for Attributed Large Language Models
por: Huang, Lei, et al.
Publicado: (2024) -
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
por: Chu, Zheng, et al.
Publicado: (2023) -
Unveiling Entity-Level Unlearning for Large Language Models: A Comprehensive Analysis
por: Ma, Weitao, et al.
Publicado: (2024) -
TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models
por: Chu, Zheng, et al.
Publicado: (2023)