Exploring Fine-Tuning for In-Context Retrieval and Efficient KV-Caching in Long-Context Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Molfese, Francesco Maria, Hardalov, Momchil, Blloshmi, Rexhina, Byrne, Bill, de Gispert, Adrià |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models
by: Bazaga, Adrián, et al.
Published: (2025)
by: Bazaga, Adrián, et al.
Published: (2025)
Assessing "Implicit" Retrieval Robustness of Large Language Models
by: Shen, Xiaoyu, et al.
Published: (2024)
by: Shen, Xiaoyu, et al.
Published: (2024)
GaRAGe: A Benchmark with Grounding Annotations for RAG Evaluation
by: Sorodoc, Ionut-Teodor, et al.
Published: (2025)
by: Sorodoc, Ionut-Teodor, et al.
Published: (2025)
Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision
by: Christmann, Philipp, et al.
Published: (2024)
by: Christmann, Philipp, et al.
Published: (2024)
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA
by: Roy, Nirmal, et al.
Published: (2024)
by: Roy, Nirmal, et al.
Published: (2024)
ParisKV: Fast and Drift-Robust KV-Cache Retrieval for Long-Context LLMs
by: Qi, Yanlin, et al.
Published: (2026)
by: Qi, Yanlin, et al.
Published: (2026)
LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models
by: Shi, Dachuan, et al.
Published: (2025)
by: Shi, Dachuan, et al.
Published: (2025)
Efficient Long-Context LLM Inference via KV Cache Clustering
by: Hu, Jie, et al.
Published: (2025)
by: Hu, Jie, et al.
Published: (2025)
ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
by: Liu, Xiang, et al.
Published: (2025)
by: Liu, Xiang, et al.
Published: (2025)
CTkvr: KV Cache Retrieval for Long-Context LLMs via Centroid then Token Indexing
by: Lu, Kuan, et al.
Published: (2025)
by: Lu, Kuan, et al.
Published: (2025)
MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference
by: Wan, Zhongwei, et al.
Published: (2025)
by: Wan, Zhongwei, et al.
Published: (2025)
NestedKV: Nested Memory Routing for Long-Context KV Cache Compression
by: Chen, Hong, et al.
Published: (2026)
by: Chen, Hong, et al.
Published: (2026)
RAGferee: Building Contextual Reward Models for Retrieval-Augmented Generation
by: Coman, Andrei C., et al.
Published: (2025)
by: Coman, Andrei C., et al.
Published: (2025)
DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs
by: Zhou, Xiabin, et al.
Published: (2024)
by: Zhou, Xiabin, et al.
Published: (2024)
HeteroCache: A Dynamic Retrieval Approach to Heterogeneous KV Cache Compression for Long-Context LLM Inference
by: Shi, Zhiyuan, et al.
Published: (2026)
by: Shi, Zhiyuan, et al.
Published: (2026)
DASH-KV: Accelerating Long-Context LLM Inference via Asymmetric KV Cache Hashing
by: Guo, Jinyu, et al.
Published: (2026)
by: Guo, Jinyu, et al.
Published: (2026)
CSKV: Training-Efficient Channel Shrinking for KV Cache in Long-Context Scenarios
by: Wang, Luning, et al.
Published: (2024)
by: Wang, Luning, et al.
Published: (2024)
ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
by: Sun, Hanshi, et al.
Published: (2024)
by: Sun, Hanshi, et al.
Published: (2024)
DepthKV: Layer-Dependent KV Cache Pruning for Long-Context LLM Inference
by: Dehghanighobadi, Zahra, et al.
Published: (2026)
by: Dehghanighobadi, Zahra, et al.
Published: (2026)
ZSMerge: Zero-Shot KV Cache Compression for Memory-Efficient Long-Context LLMs
by: Liu, Xin, et al.
Published: (2025)
by: Liu, Xin, et al.
Published: (2025)
OBCache: Optimal Brain KV Cache Pruning for Efficient Long-Context LLM Inference
by: Gu, Yuzhe, et al.
Published: (2025)
by: Gu, Yuzhe, et al.
Published: (2025)
MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference
by: Li, Kunxi, et al.
Published: (2025)
by: Li, Kunxi, et al.
Published: (2025)
TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization
by: Yao, Dingyu, et al.
Published: (2025)
by: Yao, Dingyu, et al.
Published: (2025)
Reformulating KV Cache Eviction Problem for Long-Context LLM Inference
by: Mai, Tho, et al.
Published: (2026)
by: Mai, Tho, et al.
Published: (2026)
SCBench: A KV Cache-Centric Analysis of Long-Context Methods
by: Li, Yucheng, et al.
Published: (2024)
by: Li, Yucheng, et al.
Published: (2024)
LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference
by: Wan, Zhongwei, et al.
Published: (2024)
by: Wan, Zhongwei, et al.
Published: (2024)
KV-Fold: One-Step KV-Cache Recurrence for Long-Context Inference
by: Nadali, Alireza, et al.
Published: (2026)
by: Nadali, Alireza, et al.
Published: (2026)
Compressing KV Cache for Long-Context LLM Inference with Inter-Layer Attention Similarity
by: Ma, Da, et al.
Published: (2024)
by: Ma, Da, et al.
Published: (2024)
GRKV: Global Regression for Training-Free KV Cache Compression in Long-Context LLMs
by: Peng, Junjie, et al.
Published: (2026)
by: Peng, Junjie, et al.
Published: (2026)
RocketKV: Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression
by: Behnam, Payman, et al.
Published: (2025)
by: Behnam, Payman, et al.
Published: (2025)
TTKV: Temporal-Tiered KV Cache for Long-Context LLM Inference
by: Dzikanyanga, Gradwell, et al.
Published: (2026)
by: Dzikanyanga, Gradwell, et al.
Published: (2026)
XKV: Personalized KV Cache Memory Reduction for Long-Context LLM Inference
by: Li, Weizhuo, et al.
Published: (2024)
by: Li, Weizhuo, et al.
Published: (2024)
Model Tells You Where to Merge: Adaptive KV Cache Merging for LLMs on Long-Context Tasks
by: Wang, Zheng, et al.
Published: (2024)
by: Wang, Zheng, et al.
Published: (2024)
KV Cache Offloading for Context-Intensive Tasks
by: Bocharnikov, Andrey, et al.
Published: (2026)
by: Bocharnikov, Andrey, et al.
Published: (2026)
Diable: Efficient Dialogue State Tracking as Operations on Tables
by: Lesci, Pietro, et al.
Published: (2023)
by: Lesci, Pietro, et al.
Published: (2023)
KVDrive: A Holistic Multi-Tier KV Cache Management System for Long-Context LLM Inference
by: Lin, Jian, et al.
Published: (2026)
by: Lin, Jian, et al.
Published: (2026)
FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acceleration
by: Jo, Dongwon, et al.
Published: (2025)
by: Jo, Dongwon, et al.
Published: (2025)
IndexMem: Learned KV-Cache Eviction with Latent Memory for Long-Context LLM Inference
by: Yang, Xintong, et al.
Published: (2026)
by: Yang, Xintong, et al.
Published: (2026)
OjaKV: Context-Aware Online Low-Rank KV Cache Compression
by: Zhu, Yuxuan, et al.
Published: (2025)
by: Zhu, Yuxuan, et al.
Published: (2025)
LongFlow: Efficient KV Cache Compression for Reasoning Models
by: Su, Yi, et al.
Published: (2026)
by: Su, Yi, et al.
Published: (2026)
Similar Items
-
Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models
by: Bazaga, Adrián, et al.
Published: (2025) -
Assessing "Implicit" Retrieval Robustness of Large Language Models
by: Shen, Xiaoyu, et al.
Published: (2024) -
GaRAGe: A Benchmark with Grounding Annotations for RAG Evaluation
by: Sorodoc, Ionut-Teodor, et al.
Published: (2025) -
Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision
by: Christmann, Philipp, et al.
Published: (2024) -
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA
by: Roy, Nirmal, et al.
Published: (2024)