Cover Image

On The Persona-based Summarization of Domain-Specific Documents

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mullick, Ankan, Bose, Sombit, Saha, Rounak, Bhowmick, Ayan Kumar, Goyal, Pawan, Ganguly, Niloy, Dey, Prasenjit, Kokku, Ravi
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Leveraging the Power of LLMs: A Fine-Tuning Approach for High-Quality Aspect-Based Summarization
by: Mullick, Ankan, et al.
Published: (2024)

Long Dialog Summarization: An Analysis
by: Mullick, Ankan, et al.
Published: (2024)

Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents
by: Mullick, Ankan, et al.
Published: (2025)

A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents
by: Mullick, Ankan, et al.
Published: (2024)

Instruction-Guided Bullet Point Summarization of Long Financial Earnings Call Transcripts
by: Khatuya, Subhendu, et al.
Published: (2024)

Public Sphere 2.0: Targeted Commenting in Online News Media
by: Mullick, Ankan, et al.
Published: (2019)

MatSciRE: Leveraging Pointer Networks to Automate Entity and Relation Extraction for Material Science Knowledge-base Construction
by: Mullick, Ankan, et al.
Published: (2024)

IDALC: A Semi-Supervised Framework for Intent Detection and Active Learning based Correction
by: Mullick, Ankan, et al.
Published: (2025)

BOXREC: Recommending a Box of Preferred Outfits in Online Shopping
by: Banerjee, Debopriyo, et al.
Published: (2024)

Anveshana: A New Benchmark Dataset for Cross-Lingual Information Retrieval On English Queries and Sanskrit Documents
by: Jagadeeshan, Manoj Balaji, et al.
Published: (2025)

Multimodal Language Models for Domain-Specific Procedural Video Summarization
by: Hussain, Nafisa
Published: (2024)

Disentangling Specificity for Abstractive Multi-document Summarization
by: Ma, Congbo, et al.
Published: (2024)

Personalized Summarization of Scientific Scholarly Texts
by: Khurana, Alka, et al.
Published: (2023)

T-Retrievability: A Topic-Focused Approach to Measure Fair Document Exposure in Information Retrieval
by: Chang, Xuejun, et al.
Published: (2025)

How good are LLMs at Retrieving Documents in a Specific Domain?
by: Islam, Nafis Tanveer, et al.
Published: (2025)

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

Dynamic Ranked List Truncation for Reranking Pipelines via LLM-generated Reference-Documents
by: Sinhababu, Nilanjan, et al.
Published: (2026)

DocQAC: Adaptive Trie-Guided Decoding for Effective In-Document Query Auto-Completion
by: Mehta, Rahul, et al.
Published: (2026)

Breaking the Information Silo: Semantic Personas for Cross-Domain Recommendation
by: Mayo, Jonathan, et al.
Published: (2026)

AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMs
by: Ghosh, Madhusudan, et al.
Published: (2024)

Evaluating the Robustness of Dense Retrievers in Interdisciplinary Domains
by: Chaturvedi, Sarthak, et al.
Published: (2025)

Effect of Model Merging in Domain-Specific Ad-hoc Retrieval
by: Sasaki, Taiga, et al.
Published: (2025)

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction
by: Saha, Anisha, et al.
Published: (2025)

Domain-Specific Query Understanding for Automotive Applications: A Modular and Scalable Approach
by: Motiyani, Isha, et al.
Published: (2026)

Answer Bubbles: Information Exposure in AI-Mediated Search
by: Huang, Michelle, et al.
Published: (2026)

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

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

Wiki Entity Summarization Benchmark
by: Javadi, Saeedeh, et al.
Published: (2024)

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

The Effects of Demographic Instructions on LLM Personas
by: de Paula, Angel Felipe Magnossão, et al.
Published: (2025)

Multimodal Search in Chemical Documents and Reactions
by: Shah, Ayush Kumar, et al.
Published: (2025)

Intent Detection and Entity Extraction from BioMedical Literature
by: Mullick, Ankan, et al.
Published: (2024)

HF-RAG: Hierarchical Fusion-based RAG with Multiple Sources and Rankers
by: Santra, Payel, et al.
Published: (2025)

Breaking Flat: A Generalised Query Performance Prediction Evaluation Framework
by: Santra, Payel, et al.
Published: (2026)

Predicting Retrieval Utility and Answer Quality in Retrieval-Augmented Generation
by: Tian, Fangzheng, et al.
Published: (2026)

Beyond Correlations: A Downstream Evaluation Framework for Query Performance Prediction
by: Santra, Payel, et al.
Published: (2026)

Revisiting Query Variants: The Advantage of Retrieval Over Generation of Query Variants for Effective QPP
by: Tian, Fangzheng, et al.
Published: (2025)

Is Relevance Propagated from Retriever to Generator in RAG?
by: Tian, Fangzheng, et al.
Published: (2025)

RAQG-QPP: Query Performance Prediction with Retrieved Query Variants and Retrieval Augmented Query Generation
by: Tian, Fangzheng, et al.
Published: (2026)

LURE-RAG: Lightweight Utility-driven Reranking for Efficient RAG
by: Chandra, Manish, et al.
Published: (2026)