Copertina

MODS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Balepur, Nishant, Siu, Alexa, Lipka, Nedim, Dernoncourt, Franck, Sun, Tong, Boyd-Graber, Jordan, Mathur, Puneet
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computation and Language Information Retrieval
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

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

Supporting Business Document Workflows via Collection-Centric Information Foraging with Large Language Models
di: Fok, Raymond, et al.
Pubblicazione: (2024)

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

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

SmartChunk Retrieval: Query-Aware Chunk Compression with Planning for Efficient Document RAG
di: Zhang, Xuechen, et al.
Pubblicazione: (2025)

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

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

Which of These Best Describes Multiple Choice Evaluation with LLMs? A) Forced B) Flawed C) Fixable D) All of the Above
di: Balepur, Nishant, et al.
Pubblicazione: (2025)

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

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

KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students
di: Shu, Matthew, et al.
Pubblicazione: (2024)

Labeled Interactive Topic Models
di: Seelman, Kyle, et al.
Pubblicazione: (2023)

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

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

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

Beyond Relevant Documents: A Knowledge-Intensive Approach for Query-Focused Summarization using Large Language Models
di: Zhang, Weijia, et al.
Pubblicazione: (2024)

On The Persona-based Summarization of Domain-Specific Documents
di: Mullick, Ankan, et al.
Pubblicazione: (2024)

Query Exposure Prediction for Groups of Documents in Rankings
di: Jaenich, Thomas, et al.
Pubblicazione: (2024)

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

Multi-LLM Text Summarization
di: Fang, Jiangnan, et al.
Pubblicazione: (2024)

SumRank: Aligning Summarization Models for Long-Document Listwise Reranking
di: Feng, Jincheng, et al.
Pubblicazione: (2026)

Optimizing Query Generation for Enhanced Document Retrieval in RAG
di: Koo, Hamin, et al.
Pubblicazione: (2024)

Survey of Query-based Text Summarization
di: Yu, Hang, et al.
Pubblicazione: (2022)

Summarization-Based Document IDs for Generative Retrieval with Language Models
di: Li, Haoxin, et al.
Pubblicazione: (2023)

QDER: Query-Specific Document and Entity Representations for Multi-Vector Document Re-Ranking
di: Chatterjee, Shubham, et al.
Pubblicazione: (2025)

Generating Query-Relevant Document Summaries via Reinforcement Learning
di: Yadav, Nitin, et al.
Pubblicazione: (2025)

The Effect of Document Summarization on LLM-Based Relevance Judgments
di: Mohtadi, Samaneh, et al.
Pubblicazione: (2025)

Reverse Question Answering: Can an LLM Write a Question so Hard (or Bad) that it Can't Answer?
di: Balepur, Nishant, et al.
Pubblicazione: (2024)

The Effect of Document Selection on Query-focused Text Analysis
di: Rangreji, Sandesh S, et al.
Pubblicazione: (2026)

Improving Document Retrieval Coherence for Semantically Equivalent Queries
di: Campese, Stefano, et al.
Pubblicazione: (2025)

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

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

ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning
di: Man, Hieu, et al.
Pubblicazione: (2024)

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

Simplified Longitudinal Retrieval Experiments: A Case Study on Query Expansion and Document Boosting
di: Keller, Jüri, et al.
Pubblicazione: (2025)

Context-aware Decoding Reduces Hallucination in Query-focused Summarization
di: Xu, Zhichao
Pubblicazione: (2023)

Unstructured Evidence Attribution for Long Context Query Focused Summarization
di: Wright, Dustin, et al.
Pubblicazione: (2025)

Enhancing Hotel Recommendations with AI: LLM-Based Review Summarization and Query-Driven Insights
di: Belibasakis, Nikolaos, et al.
Pubblicazione: (2025)

A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document Summarization
di: Tan, Shiyin, et al.
Pubblicazione: (2025)

TCDE: Topic-Centric Dual Expansion of Queries and Documents with Large Language Models for Information Retrieval
di: Yang, Yu, et al.
Pubblicazione: (2025)