Copertina

Flexible and Adaptable Summarization via Expertise Separation

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Chen, Xiuying, Li, Mingzhe, Gao, Shen, Cheng, Xin, Zhu, Qingqing, Yan, Rui, Gao, Xin, Zhang, Xiangliang
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Computation and Language
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization
di: Chen, Xiuying, et al.
Pubblicazione: (2024)

Rethinking Scientific Summarization Evaluation: Grounding Explainable Metrics on Facet-aware Benchmark
di: Chen, Xiuying, et al.
Pubblicazione: (2024)

SenWave: A Fine-Grained Multi-Language Sentiment Analysis Dataset Sourced from COVID-19 Tweets
di: Yang, Qiang, et al.
Pubblicazione: (2025)

Flipping Knowledge Distillation: Leveraging Small Models' Expertise to Enhance LLMs in Text Matching
di: Li, Mingzhe, et al.
Pubblicazione: (2025)

Leveraging Professional Radiologists' Expertise to Enhance LLMs' Evaluation for Radiology Reports
di: Zhu, Qingqing, et al.
Pubblicazione: (2024)

Evaluating and Mitigating Bias in AI-Based Medical Text Generation
di: Chen, Xiuying, et al.
Pubblicazione: (2025)

Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models
di: Gao, Lang, et al.
Pubblicazione: (2024)

Selecting Query-bag as Pseudo Relevance Feedback for Information-seeking Conversations
di: Zhang, Xiaoqing, et al.
Pubblicazione: (2024)

ScholarChemQA: Unveiling the Power of Language Models in Chemical Research Question Answering
di: Chen, Xiuying, et al.
Pubblicazione: (2024)

Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey
di: Song, Zirui, et al.
Pubblicazione: (2025)

CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis
di: Feng, Ruixiang, et al.
Pubblicazione: (2025)

When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection
di: Gao, Lang, et al.
Pubblicazione: (2025)

Adaptive Distraction: Probing LLM Contextual Robustness with Automated Tree Search
di: Wang, Yanbo, et al.
Pubblicazione: (2025)

Lessons from the Field: An Adaptable Lifecycle Approach to Applied Dialogue Summarization
di: Chawla, Kushal, et al.
Pubblicazione: (2026)

Beyond Profile: From Surface-Level Facts to Deep Persona Simulation in LLMs
di: Wang, Zixiao, et al.
Pubblicazione: (2025)

Pastiche Novel Generation Creating: Fan Fiction You Love in Your Favorite Author's Style
di: Han, Xueran, et al.
Pubblicazione: (2025)

Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models
di: Xu, Zixiang, et al.
Pubblicazione: (2025)

From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News
di: Liu, Yuhan, et al.
Pubblicazione: (2024)

A Novel Trustworthy Video Summarization Algorithm Through a Mixture of LoRA Experts
di: Du, Wenzhuo, et al.
Pubblicazione: (2025)

GPT-4 vs. Human Translators: A Comprehensive Evaluation of Translation Quality Across Languages, Domains, and Expertise Levels
di: Yan, Jianhao, et al.
Pubblicazione: (2024)

Invisible Entropy: Towards Safe and Efficient Low-Entropy LLM Watermarking
di: Gu, Tianle, et al.
Pubblicazione: (2025)

Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation
di: Li, Mingzhe, et al.
Pubblicazione: (2022)

WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations
di: Deng, Haolin, et al.
Pubblicazione: (2024)

Benchmarking GPT-4 against Human Translators: A Comprehensive Evaluation Across Languages, Domains, and Expertise Levels
di: Yan, Jianhao, et al.
Pubblicazione: (2024)

DyFlow: Dynamic Workflow Framework for Agentic Reasoning
di: Wang, Yanbo, et al.
Pubblicazione: (2025)

Word Matters: What Influences Domain Adaptation in Summarization?
di: Li, Yinghao, et al.
Pubblicazione: (2024)

SPA: Achieving Consensus in LLM Alignment via Self-Priority Optimization
di: Huang, Yue, et al.
Pubblicazione: (2025)

A Multi-Agent Conversational Recommender System
di: Fang, Jiabao, et al.
Pubblicazione: (2024)

DataGen: Unified Synthetic Dataset Generation via Large Language Models
di: Huang, Yue, et al.
Pubblicazione: (2024)

Toxicity Detection towards Adaptability to Changing Perturbations
di: Kang, Hankun, et al.
Pubblicazione: (2024)

Belief Memory: Agent Memory Under Partial Observability
di: Liao, Junfeng, et al.
Pubblicazione: (2026)

Multi-Intent Attribute-Aware Text Matching in Searching
di: Li, Mingzhe, et al.
Pubblicazione: (2024)

Improving Fairness of Large Language Models in Multi-document Summarization
di: Li, Haoyuan, et al.
Pubblicazione: (2025)

Prompt-tuning for Clickbait Detection via Text Summarization
di: Deng, Haoxiang, et al.
Pubblicazione: (2024)

GRASP LoRA: GRPO Guided Adapter Sparsity Policy for Cross Lingual Transfer
di: Hassan, Besher, et al.
Pubblicazione: (2026)

S^2tory: Story Spine Distillation for Movie Script Summarization
di: Lu, Mingzhe, et al.
Pubblicazione: (2026)

EVA-Score: Evaluating Abstractive Long-form Summarization on Informativeness through Extraction and Validation
di: Fan, Yuchen, et al.
Pubblicazione: (2024)

Coverage-based Fairness in Multi-document Summarization
di: Li, Haoyuan, et al.
Pubblicazione: (2024)

From Physician Expertise to Clinical Agents: Preserving, Standardizing, and Scaling Physicians' Medical Expertise with Lightweight LLM
di: Luo, Chanyong, et al.
Pubblicazione: (2026)

StyleChat: Learning Recitation-Augmented Memory in LLMs for Stylized Dialogue Generation
di: Li, Jinpeng, et al.
Pubblicazione: (2024)