From Retrieval to Generation: Comparing Different Approaches
Fuente:
arXiv
Saved in:
| Main Authors: | Abdallah, Abdelrahman, Mozafari, Jamshid, Piryani, Bhawna, Ali, Mohammed, Jatowt, Adam |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation
by: Abdallah, Abdelrahman, et al.
Published: (2025)
by: Abdallah, Abdelrahman, et al.
Published: (2025)
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval
by: Abdallah, Abdelrahman, et al.
Published: (2025)
by: Abdallah, Abdelrahman, et al.
Published: (2025)
Exploring Hint Generation Approaches in Open-Domain Question Answering
by: Mozafari, Jamshid, et al.
Published: (2024)
by: Mozafari, Jamshid, et al.
Published: (2024)
HintEval: A Comprehensive Framework for Hint Generation and Evaluation for Questions
by: Mozafari, Jamshid, et al.
Published: (2025)
by: Mozafari, Jamshid, et al.
Published: (2025)
Detecting Temporal Ambiguity in Questions
by: Piryani, Bhawna, et al.
Published: (2024)
by: Piryani, Bhawna, et al.
Published: (2024)
Wrong Answers Can Also Be Useful: PlausibleQA -- A Large-Scale QA Dataset with Answer Plausibility Scores
by: Mozafari, Jamshid, et al.
Published: (2025)
by: Mozafari, Jamshid, et al.
Published: (2025)
DeAR: Dual-Stage Document Reranking with Reasoning Agents via LLM Distillation
by: Abdallah, Abdelrahman, et al.
Published: (2025)
by: Abdallah, Abdelrahman, et al.
Published: (2025)
How Good are LLM-based Rerankers? An Empirical Analysis of State-of-the-Art Reranking Models
by: Abdallah, Abdelrahman, et al.
Published: (2025)
by: Abdallah, Abdelrahman, et al.
Published: (2025)
DynRank: Improving Passage Retrieval with Dynamic Zero-Shot Prompting Based on Question Classification
by: Abdallah, Abdelrahman, et al.
Published: (2024)
by: Abdallah, Abdelrahman, et al.
Published: (2024)
Evaluating Robustness of LLMs in Question Answering on Multilingual Noisy OCR Data
by: Piryani, Bhawna, et al.
Published: (2025)
by: Piryani, Bhawna, et al.
Published: (2025)
Pretraining Exposure Explains Popularity Judgments in Large Language Models
by: Mozafari, Jamshid, et al.
Published: (2026)
by: Mozafari, Jamshid, et al.
Published: (2026)
ChroniclingAmericaQA: A Large-scale Question Answering Dataset based on Historical American Newspaper Pages
by: Piryani, Bhawna, et al.
Published: (2024)
by: Piryani, Bhawna, et al.
Published: (2024)
It's High Time: A Survey of Temporal Question Answering
by: Piryani, Bhawna, et al.
Published: (2025)
by: Piryani, Bhawna, et al.
Published: (2025)
Context Convergence Improves Answering Inferential Questions
by: Mozafari, Jamshid, et al.
Published: (2026)
by: Mozafari, Jamshid, et al.
Published: (2026)
Question Difficulty Estimation for Large Language Models via Answer Plausibility Scoring
by: Mozafari, Jamshid, et al.
Published: (2026)
by: Mozafari, Jamshid, et al.
Published: (2026)
RankArena: A Unified Platform for Evaluating Retrieval, Reranking and RAG with Human and LLM Feedback
by: Abdallah, Abdelrahman, et al.
Published: (2025)
by: Abdallah, Abdelrahman, et al.
Published: (2025)
TempRetriever: Fusion-based Temporal Dense Passage Retrieval for Time-Sensitive Questions
by: Abdallah, Abdelrahman, et al.
Published: (2025)
by: Abdallah, Abdelrahman, et al.
Published: (2025)
Generator-Retriever-Generator Approach for Open-Domain Question Answering
by: Abdallah, Abdelrahman, et al.
Published: (2023)
by: Abdallah, Abdelrahman, et al.
Published: (2023)
BracketRank: Large Language Model Document Ranking via Reasoning-based Competitive Elimination
by: Abdallah, Abdelrahman, et al.
Published: (2026)
by: Abdallah, Abdelrahman, et al.
Published: (2026)
How often do Answers Change? Estimating Recency Requirements in Question Answering
by: Piryani, Bhawna, et al.
Published: (2026)
by: Piryani, Bhawna, et al.
Published: (2026)
Evaluating Answer Reranking Strategies in Time-sensitive Question Answering
by: Kardan, Mehmet, et al.
Published: (2025)
by: Kardan, Mehmet, et al.
Published: (2025)
TriviaHG: A Dataset for Automatic Hint Generation from Factoid Questions
by: Mozafari, Jamshid, et al.
Published: (2024)
by: Mozafari, Jamshid, et al.
Published: (2024)
WikiHint: A Human-Annotated Dataset for Hint Ranking and Generation
by: Mozafari, Jamshid, et al.
Published: (2024)
by: Mozafari, Jamshid, et al.
Published: (2024)
Navigating the Landscape of Hint Generation Research: From the Past to the Future
by: Jangra, Anubhav, et al.
Published: (2024)
by: Jangra, Anubhav, et al.
Published: (2024)
PARSE: An Open-Domain Reasoning Question Answering Benchmark for Persian
by: Mozafari, Jamshid, et al.
Published: (2026)
by: Mozafari, Jamshid, et al.
Published: (2026)
Inferential Question Answering
by: Mozafari, Jamshid, et al.
Published: (2026)
by: Mozafari, Jamshid, et al.
Published: (2026)
ComplexTempQA:A 100m Dataset for Complex Temporal Question Answering
by: Gruber, Raphael, et al.
Published: (2024)
by: Gruber, Raphael, et al.
Published: (2024)
Transformers and Language Models in Form Understanding: A Comprehensive Review of Scanned Document Analysis
by: Abdallah, Abdelrahman, et al.
Published: (2024)
by: Abdallah, Abdelrahman, et al.
Published: (2024)
AMuRD: Annotated Arabic-English Receipt Dataset for Key Information Extraction and Classification
by: Abdallah, Abdelrahman, et al.
Published: (2023)
by: Abdallah, Abdelrahman, et al.
Published: (2023)
A Study into Investigating Temporal Robustness of LLMs
by: Wallat, Jonas, et al.
Published: (2025)
by: Wallat, Jonas, et al.
Published: (2025)
SustainableQA: A Comprehensive Question Answering Dataset for Corporate Sustainability and EU Taxonomy Reporting
by: Ali, Mohammed, et al.
Published: (2025)
by: Ali, Mohammed, et al.
Published: (2025)
REGREACT: Self-Correcting Multi-Agent Pipelines for Structured Regulatory Information Extraction
by: Ali, Mohammed, et al.
Published: (2026)
by: Ali, Mohammed, et al.
Published: (2026)
Are LLM-Based Retrievers Worth Their Cost? An Empirical Study of Efficiency, Robustness, and Reasoning Overhead
by: Abdallah, Abdelrahman, et al.
Published: (2026)
by: Abdallah, Abdelrahman, et al.
Published: (2026)
TEMPO: A Realistic Multi-Domain Benchmark for Temporal Reasoning-Intensive Retrieval
by: Abdallah, Abdelrahman, et al.
Published: (2026)
by: Abdallah, Abdelrahman, et al.
Published: (2026)
Negative Sampling Techniques in Information Retrieval: A Survey
by: Wischounig, Laurin, et al.
Published: (2026)
by: Wischounig, Laurin, et al.
Published: (2026)
ArabicaQA: A Comprehensive Dataset for Arabic Question Answering
by: Abdallah, Abdelrahman, et al.
Published: (2024)
by: Abdallah, Abdelrahman, et al.
Published: (2024)
From Fragments to Facts: A Curriculum-Driven DPO Approach for Generating Hindi News Veracity Explanations
by: Bansal, Pulkit, et al.
Published: (2025)
by: Bansal, Pulkit, et al.
Published: (2025)
RECOR: Reasoning-focused Multi-turn Conversational Retrieval Benchmark
by: Ali, Mohammed, et al.
Published: (2026)
by: Ali, Mohammed, et al.
Published: (2026)
Automated Analysis of Sustainability Reports: Using Large Language Models for the Extraction and Prediction of EU Taxonomy-Compliant KPIs
by: Schmoll, Jonathan, et al.
Published: (2025)
by: Schmoll, Jonathan, et al.
Published: (2025)
Exploring NLP Benchmarks in an Extremely Low-Resource Setting
by: Nuha, Ulin, et al.
Published: (2025)
by: Nuha, Ulin, et al.
Published: (2025)
Similar Items
-
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation
by: Abdallah, Abdelrahman, et al.
Published: (2025) -
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval
by: Abdallah, Abdelrahman, et al.
Published: (2025) -
Exploring Hint Generation Approaches in Open-Domain Question Answering
by: Mozafari, Jamshid, et al.
Published: (2024) -
HintEval: A Comprehensive Framework for Hint Generation and Evaluation for Questions
by: Mozafari, Jamshid, et al.
Published: (2025) -
Detecting Temporal Ambiguity in Questions
by: Piryani, Bhawna, et al.
Published: (2024)