How Deep is Love in LLMs' Hearts? Exploring Semantic Size in Human-like Cognition
Fuente:
arXiv
Saved in:
| Main Authors: | Yao, Yao, Yang, Yifei, Ma, Xinbei, Yang, Dongjie, Zhang, Zhuosheng, Li, Zuchao, Zhao, Hai |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation
by: Ma, Xinbei, et al.
Published: (2024)
by: Ma, Xinbei, et al.
Published: (2024)
Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions
by: Ma, Xinbei, et al.
Published: (2024)
by: Ma, Xinbei, et al.
Published: (2024)
Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models
by: Yao, Yao, et al.
Published: (2023)
by: Yao, Yao, et al.
Published: (2023)
SirLLM: Streaming Infinite Retentive LLM
by: Yao, Yao, et al.
Published: (2024)
by: Yao, Yao, et al.
Published: (2024)
GKT: A Novel Guidance-Based Knowledge Transfer Framework For Efficient Cloud-edge Collaboration LLM Deployment
by: Yao, Yao, et al.
Published: (2024)
by: Yao, Yao, et al.
Published: (2024)
Wide-Horizon Thinking and Simulation-Based Evaluation for Real-World LLM Planning with Multifaceted Constraints
by: Yang, Dongjie, et al.
Published: (2025)
by: Yang, Dongjie, et al.
Published: (2025)
Are LLMs Aware that Some Questions are not Open-ended?
by: Yang, Dongjie, et al.
Published: (2024)
by: Yang, Dongjie, et al.
Published: (2024)
LESA: Learnable LLM Layer Scaling-Up
by: Yang, Yifei, et al.
Published: (2025)
by: Yang, Yifei, et al.
Published: (2025)
MEGen: Generative Backdoor into Large Language Models via Model Editing
by: Qiu, Jiyang, et al.
Published: (2024)
by: Qiu, Jiyang, et al.
Published: (2024)
Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption
by: Shi, Luohe, et al.
Published: (2024)
by: Shi, Luohe, et al.
Published: (2024)
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models
by: Shi, Luohe, et al.
Published: (2024)
by: Shi, Luohe, et al.
Published: (2024)
XQuant: Achieving Ultra-Low Bit KV Cache Quantization with Cross-Layer Compression
by: Yang, Haoqi, et al.
Published: (2025)
by: Yang, Haoqi, et al.
Published: (2025)
On the Robustness of Editing Large Language Models
by: Ma, Xinbei, et al.
Published: (2024)
by: Ma, Xinbei, et al.
Published: (2024)
IAM: Efficient Inference through Attention Mapping between Different-scale LLMs
by: Zhao, Yi, et al.
Published: (2025)
by: Zhao, Yi, et al.
Published: (2025)
Semantics-Preserved Distortion for Personal Privacy Protection in Information Management
by: Li, Jiajia, et al.
Published: (2022)
by: Li, Jiajia, et al.
Published: (2022)
PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization
by: Cao, Zouying, et al.
Published: (2025)
by: Cao, Zouying, et al.
Published: (2025)
Textual-to-Visual Iterative Self-Verification for Slide Generation
by: Xu, Yunqing, et al.
Published: (2025)
by: Xu, Yunqing, et al.
Published: (2025)
PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference
by: Yang, Dongjie, et al.
Published: (2024)
by: Yang, Dongjie, et al.
Published: (2024)
Agent-Dice: Disentangling Knowledge Updates via Geometric Consensus for Agent Continual Learning
by: Wu, Zheng, et al.
Published: (2026)
by: Wu, Zheng, et al.
Published: (2026)
Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models
by: Zhang, Zihong, et al.
Published: (2025)
by: Zhang, Zihong, et al.
Published: (2025)
GLaPE: Gold Label-agnostic Prompt Evaluation and Optimization for Large Language Model
by: Zhang, Xuanchang, et al.
Published: (2024)
by: Zhang, Xuanchang, et al.
Published: (2024)
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization
by: Ma, Xinbei, et al.
Published: (2023)
by: Ma, Xinbei, et al.
Published: (2023)
Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering
by: Wu, Yexin, et al.
Published: (2024)
by: Wu, Yexin, et al.
Published: (2024)
Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models
by: Wang, Yiming, et al.
Published: (2023)
by: Wang, Yiming, et al.
Published: (2023)
Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba
by: Zou, Yuchen, et al.
Published: (2024)
by: Zou, Yuchen, et al.
Published: (2024)
DAC: A Dynamic Attention-aware Approach for Task-Agnostic Prompt Compression
by: Zhao, Yi, et al.
Published: (2025)
by: Zhao, Yi, et al.
Published: (2025)
Self-Prompting Large Language Models for Zero-Shot Open-Domain QA
by: Li, Junlong, et al.
Published: (2022)
by: Li, Junlong, et al.
Published: (2022)
Thinking in a Crowd: How Auxiliary Information Shapes LLM Reasoning
by: Zhao, Haodong, et al.
Published: (2025)
by: Zhao, Haodong, et al.
Published: (2025)
RACER: Retrieval-Augmented Contextual Rapid Speculative Decoding
by: Zhang, Zihong, et al.
Published: (2026)
by: Zhang, Zihong, et al.
Published: (2026)
Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities
by: Ju, Tianjie, et al.
Published: (2024)
by: Ju, Tianjie, et al.
Published: (2024)
KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing
by: Yang, Yifei, et al.
Published: (2024)
by: Yang, Yifei, et al.
Published: (2024)
ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models
by: Guo, Jiani, et al.
Published: (2025)
by: Guo, Jiani, et al.
Published: (2025)
Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models
by: Zou, Anni, et al.
Published: (2023)
by: Zou, Anni, et al.
Published: (2023)
Head-wise Shareable Attention for Large Language Models
by: Cao, Zouying, et al.
Published: (2024)
by: Cao, Zouying, et al.
Published: (2024)
KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding
by: Shi, Luohe, et al.
Published: (2025)
by: Shi, Luohe, et al.
Published: (2025)
Scaling LLM Speculative Decoding: Non-Autoregressive Forecasting in Large-Batch Scenarios
by: Shi, Luohe, et al.
Published: (2025)
by: Shi, Luohe, et al.
Published: (2025)
A Coin Has Two Sides: A Novel Detector-Corrector Framework for Chinese Spelling Correction
by: Zeng, Xiangke, et al.
Published: (2024)
by: Zeng, Xiangke, et al.
Published: (2024)
The Hunger Game Debate: On the Emergence of Over-Competition in Multi-Agent Systems
by: Ma, Xinbei, et al.
Published: (2025)
by: Ma, Xinbei, et al.
Published: (2025)
From Language to Cognition: How LLMs Outgrow the Human Language Network
by: AlKhamissi, Badr, et al.
Published: (2025)
by: AlKhamissi, Badr, et al.
Published: (2025)
Sparse is Enough in Fine-tuning Pre-trained Large Language Models
by: Song, Weixi, et al.
Published: (2023)
by: Song, Weixi, et al.
Published: (2023)
Similar Items
-
CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation
by: Ma, Xinbei, et al.
Published: (2024) -
Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions
by: Ma, Xinbei, et al.
Published: (2024) -
Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models
by: Yao, Yao, et al.
Published: (2023) -
SirLLM: Streaming Infinite Retentive LLM
by: Yao, Yao, et al.
Published: (2024) -
GKT: A Novel Guidance-Based Knowledge Transfer Framework For Efficient Cloud-edge Collaboration LLM Deployment
by: Yao, Yao, et al.
Published: (2024)