Cover Image

DTELS: Towards Dynamic Granularity of Timeline Summarization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Chenlong, Zhou, Tong, Cao, Pengfei, Jin, Zhuoran, Chen, Yubo, Liu, Kang, Zhao, Jun
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

MMR-Life: Piecing Together Real-life Scenes for Multimodal Multi-image Reasoning
by: Li, Jiachun, et al.
Published: (2026)

Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents
by: Men, Tianyi, et al.
Published: (2025)

RULE: Reinforcement UnLEarning Achieves Forget-Retain Pareto Optimality
by: Zhang, Chenlong, et al.
Published: (2025)

One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models
by: Cao, Pengfei, et al.
Published: (2024)

SemEval-2026 Task 12: Abductive Event Reasoning: Towards Real-World Event Causal Inference for Large Language Models
by: Cao, Pengfei, et al.
Published: (2026)

A Troublemaker with Contagious Jailbreak Makes Chaos in Honest Towns
by: Men, Tianyi, et al.
Published: (2024)

Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models
by: Men, Tianyi, et al.
Published: (2024)

Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language Models
by: Yuan, Hongbang, et al.
Published: (2024)

Continual Few-shot Event Detection via Hierarchical Augmentation Networks
by: Zhang, Chenlong, et al.
Published: (2024)

MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models
by: Li, Jiachun, et al.
Published: (2024)

Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models
by: Yuan, Hongbang, et al.
Published: (2024)

CITI: Enhancing Tool Utilizing Ability in Large Language Models without Sacrificing General Performance
by: Hao, Yupu, et al.
Published: (2024)

Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity
by: Hao, Yupu, et al.
Published: (2025)

Omni-Reward: Towards Generalist Omni-Modal Reward Modeling with Free-Form Preferences
by: Jin, Zhuoran, et al.
Published: (2025)

RadTimeline: Timeline Summarization for Longitudinal Radiological Lung Findings
by: Zhou, Sitong, et al.
Published: (2026)

Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models
by: Yuan, Hongbang, et al.
Published: (2024)

Towards Atoms of Large Language Models
by: Hu, Chenhui, et al.
Published: (2025)

RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment
by: Jin, Zhuoran, et al.
Published: (2024)

Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning
by: He, Zhitao, et al.
Published: (2024)

TimelineReasoner: Advancing Timeline Summarization with Large Reasoning Models
by: Zhang, Liancheng, et al.
Published: (2026)

Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning
by: Li, Jiachun, et al.
Published: (2024)

CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph
by: Zhou, Tong, et al.
Published: (2024)

Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models
by: Hu, Chenhui, et al.
Published: (2024)

Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing
by: Xie, Jiakuan, et al.
Published: (2025)

Tug-of-War Between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models
by: Jin, Zhuoran, et al.
Published: (2024)

Hierarchical Attention Graph for Scientific Document Summarization in Global and Local Level
by: Zhao, Chenlong, et al.
Published: (2024)

Knowledge Localization: Mission Not Accomplished? Enter Query Localization!
by: Chen, Yuheng, et al.
Published: (2024)

MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos
by: Zhu, Kejian, et al.
Published: (2025)

LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning
by: Li, Jiachun, et al.
Published: (2024)

Fixing the Broken Compass: Diagnosing and Improving Inference-Time Reward Modeling
by: Li, Jiachun, et al.
Published: (2025)

WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing
by: Hu, Chenhui, et al.
Published: (2024)

MEMLA: Enhancing Multilingual Knowledge Editing with Neuron-Masked Low-Rank Adaptation
by: Xie, Jiakuan, et al.
Published: (2024)

TIM: A Large-Scale Dataset and large Timeline Intelligence Model for Open-domain Timeline Summarization
by: Hu, Chuanrui, et al.
Published: (2025)

RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models
by: Jin, Zhuoran, et al.
Published: (2024)

Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models
by: Jin, Zhuoran, et al.
Published: (2024)

MotivGraph-SoIQ: Integrating Motivational Knowledge Graphs and Socratic Dialogue for Enhanced LLM Ideation
by: Lei, Xinping, et al.
Published: (2025)

Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization
by: Wu, Weiqi, et al.
Published: (2025)

AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation
by: He, Zhitao, et al.
Published: (2024)

Enhancing Large Language Models with Pseudo- and Multisource- Knowledge Graphs for Open-ended Question Answering
by: Liu, Jiaxiang, et al.
Published: (2024)

Towards Better Chain-of-Thought: A Reflection on Effectiveness and Faithfulness
by: Li, Jiachun, et al.
Published: (2024)