XL$^2$Bench: A Benchmark for Extremely Long Context Understanding with Long-range Dependencies
Fuente:
arXiv
Saved in:
| Main Authors: | Ni, Xuanfan, Cai, Hengyi, Wei, Xiaochi, Wang, Shuaiqiang, Yin, Dawei, Li, Piji |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Systematic Evaluation of Large Language Models for Natural Language Generation Tasks
by: Ni, Xuanfan, et al.
Published: (2024)
by: Ni, Xuanfan, et al.
Published: (2024)
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection
by: Sun, Hao, et al.
Published: (2023)
by: Sun, Hao, et al.
Published: (2023)
Tool Learning with Large Language Models: A Survey
by: Qu, Changle, et al.
Published: (2024)
by: Qu, Changle, et al.
Published: (2024)
AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning
by: Sun, Hao, et al.
Published: (2024)
by: Sun, Hao, et al.
Published: (2024)
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions
by: Qu, Changle, et al.
Published: (2024)
by: Qu, Changle, et al.
Published: (2024)
Towards Completeness-Oriented Tool Retrieval for Large Language Models
by: Qu, Changle, et al.
Published: (2024)
by: Qu, Changle, et al.
Published: (2024)
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
by: Bai, Yushi, et al.
Published: (2023)
by: Bai, Yushi, et al.
Published: (2023)
Grounding Long-Context Reasoning with Contextual Normalization for Retrieval-Augmented Generation
by: Chen, Jiamin, et al.
Published: (2025)
by: Chen, Jiamin, et al.
Published: (2025)
LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs
by: Wu, Yuhao, et al.
Published: (2024)
by: Wu, Yuhao, et al.
Published: (2024)
MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching
by: Qu, Changle, et al.
Published: (2026)
by: Qu, Changle, et al.
Published: (2026)
MiniLongBench: The Low-cost Long Context Understanding Benchmark for Large Language Models
by: Huang, Zhongzhan, et al.
Published: (2025)
by: Huang, Zhongzhan, et al.
Published: (2025)
Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models
by: Liu, Wenhan, et al.
Published: (2024)
by: Liu, Wenhan, et al.
Published: (2024)
AgentLongBench: A Controllable Long Benchmark For Long-Contexts Agents via Environment Rollouts
by: Fang, Shicheng, et al.
Published: (2026)
by: Fang, Shicheng, et al.
Published: (2026)
Cross-model Control: Improving Multiple Large Language Models in One-time Training
by: Wu, Jiayi, et al.
Published: (2024)
by: Wu, Jiayi, et al.
Published: (2024)
EndPrompt: Efficient Long-Context Extension via Terminal Anchoring
by: Tian, Han, et al.
Published: (2026)
by: Tian, Han, et al.
Published: (2026)
AdaSwitch: Balancing Exploration and Guidance in Knowledge Distillation via Adaptive Switching
by: Peng, Jingyu, et al.
Published: (2025)
by: Peng, Jingyu, et al.
Published: (2025)
100-LongBench: Are de facto Long-Context Benchmarks Literally Evaluating Long-Context Ability?
by: Yang, Wang, et al.
Published: (2025)
by: Yang, Wang, et al.
Published: (2025)
PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization
by: Wu, Jiayi, et al.
Published: (2024)
by: Wu, Jiayi, et al.
Published: (2024)
VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos
by: Ren, Xubin, et al.
Published: (2025)
by: Ren, Xubin, et al.
Published: (2025)
LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding
by: Wu, Haoning, et al.
Published: (2024)
by: Wu, Haoning, et al.
Published: (2024)
MileBench: Benchmarking MLLMs in Long Context
by: Song, Dingjie, et al.
Published: (2024)
by: Song, Dingjie, et al.
Published: (2024)
FltLM: An Intergrated Long-Context Large Language Model for Effective Context Filtering and Understanding
by: Deng, Jingyang, et al.
Published: (2024)
by: Deng, Jingyang, et al.
Published: (2024)
LLMs + Persona-Plug = Personalized LLMs
by: Liu, Jiongnan, et al.
Published: (2024)
by: Liu, Jiongnan, et al.
Published: (2024)
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding
by: Ma, David, et al.
Published: (2025)
by: Ma, David, et al.
Published: (2025)
LongBench Pro: A More Realistic and Comprehensive Bilingual Long-Context Evaluation Benchmark
by: Chen, Ziyang, et al.
Published: (2026)
by: Chen, Ziyang, et al.
Published: (2026)
LongEmbed: Extending Embedding Models for Long Context Retrieval
by: Zhu, Dawei, et al.
Published: (2024)
by: Zhu, Dawei, et al.
Published: (2024)
MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations
by: Ma, Yubo, et al.
Published: (2024)
by: Ma, Yubo, et al.
Published: (2024)
LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation
by: Ye, Xi, et al.
Published: (2025)
by: Ye, Xi, et al.
Published: (2025)
RRWKV: Capturing Long-range Dependencies in RWKV
by: Wang, Leilei
Published: (2023)
by: Wang, Leilei
Published: (2023)
LiveLongBench: Tackling Long-Context Understanding for Spoken Texts from Live Streams
by: Wu, Yongxuan, et al.
Published: (2025)
by: Wu, Yongxuan, et al.
Published: (2025)
Towards Threshold-Free KV Cache Pruning
by: Ni, Xuanfan, et al.
Published: (2025)
by: Ni, Xuanfan, et al.
Published: (2025)
TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning
by: Ni, Hang, et al.
Published: (2025)
by: Ni, Hang, et al.
Published: (2025)
VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models
by: Wang, Jiapeng, et al.
Published: (2024)
by: Wang, Jiapeng, et al.
Published: (2024)
Behavior-Equivalent Token: Single-Token Replacement for Long Prompts in LLMs
by: Dong, Jiancheng, et al.
Published: (2025)
by: Dong, Jiancheng, et al.
Published: (2025)
DBR: Divergence-Based Regularization for Debiasing Natural Language Understanding Models
by: Li, Zihao, et al.
Published: (2025)
by: Li, Zihao, et al.
Published: (2025)
ESG-Bench: Benchmarking Long-Context ESG Reports for Hallucination Mitigation
by: Sun, Siqi, et al.
Published: (2026)
by: Sun, Siqi, et al.
Published: (2026)
Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models
by: Chen, Longze, et al.
Published: (2024)
by: Chen, Longze, et al.
Published: (2024)
MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly
by: Wang, Zhaowei, et al.
Published: (2025)
by: Wang, Zhaowei, et al.
Published: (2025)
LooGLE: Can Long-Context Language Models Understand Long Contexts?
by: Li, Jiaqi, et al.
Published: (2023)
by: Li, Jiaqi, et al.
Published: (2023)
LongGenBench: Long-context Generation Benchmark
by: Liu, Xiang, et al.
Published: (2024)
by: Liu, Xiang, et al.
Published: (2024)
Similar Items
-
A Systematic Evaluation of Large Language Models for Natural Language Generation Tasks
by: Ni, Xuanfan, et al.
Published: (2024) -
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection
by: Sun, Hao, et al.
Published: (2023) -
Tool Learning with Large Language Models: A Survey
by: Qu, Changle, et al.
Published: (2024) -
AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning
by: Sun, Hao, et al.
Published: (2024) -
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions
by: Qu, Changle, et al.
Published: (2024)