GATEAU: Selecting Influential Samples for Long Context Alignment
Fuente:
arXiv
Saved in:
| Main Authors: | Si, Shuzheng, Zhao, Haozhe, Chen, Gang, Li, Yunshui, Luo, Kangyang, Lv, Chuancheng, An, Kaikai, Qi, Fanchao, Chang, Baobao, Sun, Maosong |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Tasks
by: Si, Shuzheng, et al.
Published: (2025)
by: Si, Shuzheng, et al.
Published: (2025)
Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering
by: Si, Shuzheng, et al.
Published: (2025)
by: Si, Shuzheng, et al.
Published: (2025)
FaithLens: Detecting and Explaining Faithfulness Hallucination
by: Si, Shuzheng, et al.
Published: (2025)
by: Si, Shuzheng, et al.
Published: (2025)
InFi-Check: Interpretable and Fine-Grained Fact-Checking of LLMs
by: Bai, Yuzhuo, et al.
Published: (2026)
by: Bai, Yuzhuo, et al.
Published: (2026)
Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation
by: Zhao, Haozhe, et al.
Published: (2024)
by: Zhao, Haozhe, et al.
Published: (2024)
Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning
by: Si, Shuzheng, et al.
Published: (2025)
by: Si, Shuzheng, et al.
Published: (2025)
Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints
by: An, Kaikai, et al.
Published: (2024)
by: An, Kaikai, et al.
Published: (2024)
RhinoInsight: Improving Deep Research through Control Mechanisms for Model Behavior and Context
by: Lei, Yu, et al.
Published: (2025)
by: Lei, Yu, et al.
Published: (2025)
Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning
by: Si, Shuzheng, et al.
Published: (2023)
by: Si, Shuzheng, et al.
Published: (2023)
Looking Beyond Text: Reducing Language bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance
by: Zhao, Haozhe, et al.
Published: (2024)
by: Zhao, Haozhe, et al.
Published: (2024)
From Context to EDUs: Faithful and Structured Context Compression via Elementary Discourse Unit Decomposition
by: Zhou, Yiqing, et al.
Published: (2025)
by: Zhou, Yiqing, et al.
Published: (2025)
MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning
by: Zhao, Haozhe, et al.
Published: (2023)
by: Zhao, Haozhe, et al.
Published: (2023)
From Context to Skills: Can Language Models Learn from Context Skillfully?
by: Si, Shuzheng, et al.
Published: (2026)
by: Si, Shuzheng, et al.
Published: (2026)
UltraIF: Advancing Instruction Following from the Wild
by: An, Kaikai, et al.
Published: (2025)
by: An, Kaikai, et al.
Published: (2025)
KARL: Mitigating Hallucinations in LLMs via Knowledge-Boundary-Aware Reinforcement Learning
by: Gao, Cheng, et al.
Published: (2026)
by: Gao, Cheng, et al.
Published: (2026)
SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition
by: Si, Shuzheng, et al.
Published: (2023)
by: Si, Shuzheng, et al.
Published: (2023)
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)
ImCoref-CeS: An Improved Lightweight Pipeline for Coreference Resolution with LLM-based Checker-Splitter Refinement
by: Luo, Kangyang, et al.
Published: (2025)
by: Luo, Kangyang, et al.
Published: (2025)
Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs
by: Zhao, Haozhe, et al.
Published: (2026)
by: Zhao, Haozhe, et al.
Published: (2026)
LongR: Unleashing Long-Context Reasoning via Reinforcement Learning with Dense Utility Rewards
by: Ping, Bowen, et al.
Published: (2026)
by: Ping, Bowen, et al.
Published: (2026)
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
by: Zhao, Haozhe, et al.
Published: (2024)
by: Zhao, Haozhe, et al.
Published: (2024)
DCAD-2000: A Multilingual Dataset across 2000+ Languages with Data Cleaning as Anomaly Detection
by: Shen, Yingli, et al.
Published: (2025)
by: Shen, Yingli, et al.
Published: (2025)
Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think
by: Chen, Liang, et al.
Published: (2025)
by: Chen, Liang, et al.
Published: (2025)
Marathon: A Race Through the Realm of Long Context with Large Language Models
by: Zhang, Lei, et al.
Published: (2023)
by: Zhang, Lei, et al.
Published: (2023)
GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion
by: Luo, Kangyang, et al.
Published: (2025)
by: Luo, Kangyang, et al.
Published: (2025)
LongAct: Harnessing Intrinsic Activation Patterns for Long-Context Reinforcement Learning
by: Ping, Bowen, et al.
Published: (2026)
by: Ping, Bowen, et al.
Published: (2026)
From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora
by: Shen, Yingli, et al.
Published: (2025)
by: Shen, Yingli, et al.
Published: (2025)
LongAlign: A Recipe for Long Context Alignment of Large Language Models
by: Bai, Yushi, et al.
Published: (2024)
by: Bai, Yushi, et al.
Published: (2024)
An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models
by: Chen, Liang, et al.
Published: (2024)
by: Chen, Liang, et al.
Published: (2024)
Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization
by: Duan, Shaohua, et al.
Published: (2025)
by: Duan, Shaohua, et al.
Published: (2025)
APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs
by: Huang, Yuxiang, et al.
Published: (2025)
by: Huang, Yuxiang, et al.
Published: (2025)
MEIC-DT: Memory-Efficient Incremental Clustering for Long-Text Coreference Resolution with Dual-Threshold Constraints
by: Luo, Kangyang, et al.
Published: (2025)
by: Luo, Kangyang, et al.
Published: (2025)
Long-Chain Reasoning Distillation via Adaptive Prefix Alignment
by: Liu, Zhenghao, et al.
Published: (2026)
by: Liu, Zhenghao, et al.
Published: (2026)
ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code
by: Tang, Xiangru, et al.
Published: (2023)
by: Tang, Xiangru, et al.
Published: (2023)
MENTOR: Efficient Multimodal-Conditioned Tuning for Autoregressive Vision Generation Models
by: Zhao, Haozhe, et al.
Published: (2025)
by: Zhao, Haozhe, et al.
Published: (2025)
FactNet: A Billion-Scale Knowledge Graph for Multilingual Factual Grounding
by: Shen, Yingli, et al.
Published: (2026)
by: Shen, Yingli, et al.
Published: (2026)
GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment
by: Lv, Minxuan, et al.
Published: (2026)
by: Lv, Minxuan, et al.
Published: (2026)
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection
by: Huang, Yufei, et al.
Published: (2024)
by: Huang, Yufei, et al.
Published: (2024)
Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models
by: Ping, Bowen, et al.
Published: (2024)
by: Ping, Bowen, et al.
Published: (2024)
InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory
by: Xiao, Chaojun, et al.
Published: (2024)
by: Xiao, Chaojun, et al.
Published: (2024)
Similar Items
-
A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Tasks
by: Si, Shuzheng, et al.
Published: (2025) -
Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering
by: Si, Shuzheng, et al.
Published: (2025) -
FaithLens: Detecting and Explaining Faithfulness Hallucination
by: Si, Shuzheng, et al.
Published: (2025) -
InFi-Check: Interpretable and Fine-Grained Fact-Checking of LLMs
by: Bai, Yuzhuo, et al.
Published: (2026) -
Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation
by: Zhao, Haozhe, et al.
Published: (2024)