Cover Image

Sparse Personalized Text Generation with Multi-Trajectory Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ni, Bo, Fu, Haowei, Ge, Qinwen, Dernoncourt, Franck, Basu, Samyadeep, Lipka, Nedim, Yoon, Seunghyun, Wang, Yu, Ahmed, Nesreen K., Mukherjee, Subhojyoti, Mathur, Puneet, Rossi, Ryan A., Derr, Tyler
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Reasoning-Based Personalized Generation for Users with Sparse Data
by: Ni, Bo, et al.
Published: (2026)

MLLM as a UI Judge: Benchmarking Multimodal LLMs for Predicting Human Perception of User Interfaces
by: Luera, Reuben A., et al.
Published: (2025)

ChartLens: Fine-grained Visual Attribution in Charts
by: Suri, Manan, et al.
Published: (2025)

Structured Uncertainty guided Clarification for LLM Agents
by: Suri, Manan, et al.
Published: (2025)

Blind to the Human Touch: Overlap Bias in LLM-Based Summary Evaluation
by: Fang, Jiangnan, et al.
Published: (2026)

Trust but Verify: Introducing DAVinCI -- A Framework for Dual Attribution and Verification in Claim Inference for Language Models
by: Rawte, Vipula, et al.
Published: (2026)

Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents
by: Suri, Manan, et al.
Published: (2025)

Document Attribution: Examining Citation Relationships using Large Language Models
by: Rawte, Vipula, et al.
Published: (2025)

Cluster-R1: Large Reasoning Models Are Instruction-following Clustering Agents
by: Qing, Peijun, et al.
Published: (2026)

Multi-LLM Text Summarization
by: Fang, Jiangnan, et al.
Published: (2024)

ChartCitor: Multi-Agent Framework for Fine-Grained Chart Visual Attribution
by: Goswami, Kanika, et al.
Published: (2025)

PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents
by: Goswami, Kanika, et al.
Published: (2025)

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback
by: Goswami, Kanika, et al.
Published: (2025)

Survey of User Interface Design and Interaction Techniques in Generative AI Applications
by: Luera, Reuben, et al.
Published: (2024)

MODS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections
by: Balepur, Nishant, et al.
Published: (2025)

DynaSaur: Large Language Agents Beyond Predefined Actions
by: Nguyen, Dang, et al.
Published: (2024)

A Survey on LLM-based Conversational User Simulation
by: Ni, Bo, et al.
Published: (2026)

Test-Time Strategies for More Efficient and Accurate Agentic RAG
by: Zhang, Brian, et al.
Published: (2026)

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos
by: Lee, Daeun, et al.
Published: (2025)

Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases
by: Lei, Yongjia, et al.
Published: (2025)

OATS: Opinion Aspect Target Sentiment Quadruple Extraction Dataset for Aspect-Based Sentiment Analysis
by: Chebolu, Siva Uday Sampreeth, et al.
Published: (2023)

ROAST: Review-level Opinion Aspect Sentiment Target Joint Detection for ABSA
by: Chebolu, Siva Uday Sampreeth, et al.
Published: (2024)

Augmenting Textual Generation via Topology Aware Retrieval
by: Wang, Yu, et al.
Published: (2024)

KaPQA: Knowledge-Augmented Product Question-Answering
by: Eppalapally, Swetha, et al.
Published: (2024)

A Framework for Fine-Tuning LLMs using Heterogeneous Feedback
by: Aponte, Ryan, et al.
Published: (2024)

Partial Policy Gradients for RL in LLMs
by: Mathur, Puneet, et al.
Published: (2026)

VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation
by: Suri, Manan, et al.
Published: (2024)

Human-Aligned MLLM Judges for Fine-Grained Image Editing Evaluation: A Benchmark, Framework, and Analysis
by: Liu, Runzhou, et al.
Published: (2026)

Large Generative Graph Models
by: Wang, Yu, et al.
Published: (2024)

Decomposition-Enhanced Training for Post-Hoc Attributions In Language Models
by: Balasubramanian, Sriram, et al.
Published: (2025)

Personalization of Large Language Models: A Survey
by: Zhang, Zhehao, et al.
Published: (2024)

A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations
by: Li, Li, et al.
Published: (2025)

Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs
by: Parmar, Mihir, et al.
Published: (2024)

Agentic Planning with Reasoning for Image Styling via Offline RL
by: Mukherjee, Subhojyoti, et al.
Published: (2026)

CORG: Generating Answers from Complex, Interrelated Contexts
by: Lee, Hyunji, et al.
Published: (2025)

LongLaMP: A Benchmark for Personalized Long-form Text Generation
by: Kumar, Ishita, et al.
Published: (2024)

Knowledge Homophily in Large Language Models
by: Sahu, Utkarsh, et al.
Published: (2025)

Charts Are Not Images: On the Challenges of Scientific Chart Editing
by: Li, Shawn, et al.
Published: (2025)

Efficient Tree-Structured Deep Research with Adaptive Resource Allocation
by: Nie, Lunyiu, et al.
Published: (2025)

VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use
by: Zhang, Zhehao, et al.
Published: (2024)