Image de couverture de livre

MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Guo, Xiaobo, Vosoughi, Soroush
Format:	Preprint
Publié:	2024
Sujets:	Computation and Language
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts
par: Guo, Xiaobo, et autres
Publié: (2024)

Serial Position Effects of Large Language Models
par: Guo, Xiaobo, et autres
Publié: (2024)

Enhanced Detection of Conversational Mental Manipulation Through Advanced Prompting Techniques
par: Yang, Ivory, et autres
Publié: (2024)

The Computational Anatomy of Humility: Modeling Intellectual Humility in Online Public Discourse
par: Guo, Xiaobo, et autres
Publié: (2024)

JADS: A Framework for Self-supervised Joint Aspect Discovery and Summarization
par: Guo, Xiaobo, et autres
Publié: (2024)

NushuRescue: Revitalization of the Endangered Nushu Language with AI
par: Yang, Ivory, et autres
Publié: (2024)

Aspect-Based Opinion Summarization with Argumentation Schemes
par: Zhou, Wendi, et autres
Publié: (2025)

MentalManip: A Dataset For Fine-grained Analysis of Mental Manipulation in Conversations
par: Wang, Yuxin, et autres
Publié: (2024)

Is It Navajo? Accurate Language Detection in Endangered Athabaskan Languages
par: Yang, Ivory, et autres
Publié: (2025)

Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation
par: Feng, Yichao, et autres
Publié: (2025)

AlphaLoRA: Assigning LoRA Experts Based on Layer Training Quality
par: Qing, Peijun, et autres
Publié: (2024)

ImpScore: A Learnable Metric For Quantifying The Implicitness Level of Sentence
par: Wang, Yuxin, et autres
Publié: (2024)

Growing Through Experience: Scaling Episodic Grounding in Language Models
par: Zhang, Chunhui, et autres
Publié: (2025)

MSMO-ABSA: Multi-Scale and Multi-Objective Optimization for Cross-Lingual Aspect-Based Sentiment Analysis
par: Wu, Chengyan, et autres
Publié: (2025)

Probing Association Biases in LLM Moderation Over-Sensitivity
par: Wang, Yuxin, et autres
Publié: (2025)

DECASTE: Unveiling Caste Stereotypes in Large Language Models through Multi-Dimensional Bias Analysis
par: Vijayaraghavan, Prashanth, et autres
Publié: (2025)

Balancing Rewards in Text Summarization: Multi-Objective Reinforcement Learning via HyperVolume Optimization
par: Song, Junjie, et autres
Publié: (2025)

LexAbSumm: Aspect-based Summarization of Legal Decisions
par: Santosh, T. Y. S. S, et autres
Publié: (2024)

Prompted Aspect Key Point Analysis for Quantitative Review Summarization
par: Tang, An Quang, et autres
Publié: (2024)

Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction
par: Yoon, WonJin, et autres
Publié: (2025)

BookAsSumQA: An Evaluation Framework for Aspect-Based Book Summarization via Question Answering
par: Miyazato, Ryuhei, et autres
Publié: (2025)

Decomposed Opinion Summarization with Verified Aspect-Aware Modules
par: Li, Miao, et autres
Publié: (2025)

End-to-End Aspect-Guided Review Summarization at Scale
par: Boytsov, Ilya, et autres
Publié: (2025)

ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications
par: Takeshita, Sotaro, et autres
Publié: (2024)

PCoA: A New Benchmark for Medical Aspect-Based Summarization With Phrase-Level Context Attribution
par: Chu, Bohao, et autres
Publié: (2026)

TracSum: A New Benchmark for Aspect-Based Summarization with Sentence-Level Traceability in Medical Domain
par: Chu, Bohao, et autres
Publié: (2025)

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models
par: Ghinassi, Iacopo, et autres
Publié: (2024)

Overcoming Multi-step Complexity in Multimodal Theory-of-Mind Reasoning: A Scalable Bayesian Planner
par: Zhang, Chunhui, et autres
Publié: (2025)

Judging the Judges: A Systematic Study of Position Bias in LLM-as-a-Judge
par: Shi, Lin, et autres
Publié: (2024)

Superficial Self-Improved Reasoners Benefit from Model Merging
par: Yuan, Xiangchi, et autres
Publié: (2025)

MOSAIC: Modular Opinion Summarization using Aspect Identification and Clustering
par: Singh, Piyush Kumar, et autres
Publié: (2026)

CARPAS: Towards Content-Aware Refinement of Provided Aspects for Summarization in Large Language Models
par: Tian, Yong-En, et autres
Publié: (2025)

Multi-Dimensional Evaluation of Text Summarization with In-Context Learning
par: Jain, Sameer, et autres
Publié: (2023)

The Hidden Signal of Verifier Strictness: Controlling and Improving Step-Wise Verification via Selective Latent Steering
par: Zhou, Yefan, et autres
Publié: (2026)

AspirinSum: an Aspect-based utility-preserved de-identification Summarization framework
par: Li, Ya-Lun
Publié: (2024)

Multi-LLM Text Summarization
par: Fang, Jiangnan, et autres
Publié: (2024)

Learning to Optimize Multi-Objective Alignment Through Dynamic Reward Weighting
par: Lu, Yining, et autres
Publié: (2025)

Leveraging the Power of LLMs: A Fine-Tuning Approach for High-Quality Aspect-Based Summarization
par: Mullick, Ankan, et autres
Publié: (2024)

Multi-Query Focused Disaster Summarization via Instruction-Based Prompting
par: Seeberger, Philipp, et autres
Publié: (2024)

Redundancy Aware Multi-Reference Based Gainwise Evaluation of Extractive Summarization
par: Akter, Mousumi, et autres
Publié: (2023)