Cover Image

SEGMENT+: Long Text Processing with Short-Context Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Shi, Wei, Li, Shuang, Yu, Kerun, Chen, Jinglei, Liang, Zujie, Wu, Xinhui, Qian, Yuxi, Wei, Feng, Zheng, Bo, Liang, Jiaqing, Chen, Jiangjie, Xiao, Yanghua
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Past Meets Present: Creating Historical Analogy with Large Language Models
by: Li, Nianqi, et al.
Published: (2024)

QUILL: Quotation Generation Enhancement of Large Language Models
by: Xiao, Jin, et al.
Published: (2024)

Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals
by: Chen, Lida, et al.
Published: (2024)

MultiLingPoT: Enhancing Mathematical Reasoning with Multilingual Program Fine-tuning
by: Li, Nianqi, et al.
Published: (2024)

PowerAttention: Exponentially Scaling of Receptive Fields for Effective Sparse Attention
by: Chen, Lida, et al.
Published: (2025)

I-MCTS: Enhancing Agentic AutoML via Introspective Monte Carlo Tree Search
by: Liang, Zujie, et al.
Published: (2025)

ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
by: Yuan, Siyu, et al.
Published: (2023)

Character is Destiny: Can Role-Playing Language Agents Make Persona-Driven Decisions?
by: Xu, Rui, et al.
Published: (2024)

Skeletons Matter: Dynamic Data Augmentation for Text-to-Query
by: Ji, Yuchen, et al.
Published: (2025)

Small Language Model Can Self-correct
by: Han, Haixia, et al.
Published: (2024)

Can Pre-trained Language Models Understand Chinese Humor?
by: Chen, Yuyan, et al.
Published: (2024)

ConcEPT: Concept-Enhanced Pre-Training for Language Models
by: Wang, Xintao, et al.
Published: (2024)

Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models
by: Zhang, Yikai, et al.
Published: (2024)

Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception
by: Huang, Yuncheng, et al.
Published: (2023)

Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs
by: Zhang, Yifei, et al.
Published: (2024)

CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From Mistakes
by: Zhao, Haokun, et al.
Published: (2024)

Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction
by: Ding, Zepeng, et al.
Published: (2024)

From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models
by: He, Qianyu, et al.
Published: (2024)

TravelAgent: An AI Assistant for Personalized Travel Planning
by: Chen, Aili, et al.
Published: (2024)

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory
by: Zhao, Haokun, et al.
Published: (2025)

Enhancing Confidence Expression in Large Language Models Through Learning from Past Experience
by: Han, Haixia, et al.
Published: (2024)

Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios?
by: Chen, Yuyan, et al.
Published: (2024)

Enhancing Language Agent Strategic Reasoning through Self-Play in Adversarial Games
by: Zhang, Yikai, et al.
Published: (2025)

GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick
by: Fu, Jiayi, et al.
Published: (2024)

How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?
by: Wu, Siye, et al.
Published: (2024)

TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation
by: Zhang, Yikai, et al.
Published: (2024)

Laying the Foundation First? Investigating the Generalization from Atomic Skills to Complex Reasoning Tasks
by: Huang, Yuncheng, et al.
Published: (2024)

Adaptive Ordered Information Extraction with Deep Reinforcement Learning
by: Huang, Wenhao, et al.
Published: (2023)

Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases
by: Huang, Wenhao, et al.
Published: (2024)

Towards Adaptive ML Benchmarks: Web-Agent-Driven Construction, Domain Expansion, and Metric Optimization
by: Jia, Hangyi, et al.
Published: (2025)

Revealing the Learning Dynamics of Long-Context Continual Pre-training
by: Liang, Yupu, et al.
Published: (2026)

Structured Reasoning for Large Language Models
by: Han, Jinyi, et al.
Published: (2026)

Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation
by: Han, Jinyi, et al.
Published: (2025)

Curse of Knowledge: When Complex Evaluation Context Benefits yet Biases LLM Judges
by: Li, Weiyuan, et al.
Published: (2025)

SurveyAgent: A Conversational System for Personalized and Efficient Research Survey
by: Wang, Xintao, et al.
Published: (2024)

ARIA: Training Language Agents with Intention-Driven Reward Aggregation
by: Yang, Ruihan, et al.
Published: (2025)

Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data
by: Ran, Yiting, et al.
Published: (2024)

StrucText-Eval: Evaluating Large Language Model's Reasoning Ability in Structure-Rich Text
by: Gu, Zhouhong, et al.
Published: (2024)

Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding
by: Li, Yanda, et al.
Published: (2024)

Recent Advancement of Emotion Cognition in Large Language Models
by: Chen, Yuyan, et al.
Published: (2024)