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Passage Retrieval
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Passage retrieval is a specialized type of IR application that retrieves relevant passages (or pieces of text) rather than an entire ranked set of documents.
논문
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Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval
GuRE:Generative Query REwriter for Legal Passage Retrieval
Batched Self-Consistency Improves LLM Relevance Assessment and Ranking
Dense Passage Retrieval in Conversational Search
Pseudo-Relevance Feedback Can Improve Zero-Shot LLM-Based Dense Retrieval
TempRetriever: Fusion-based Temporal Dense Passage Retrieval for Time-Sensitive Questions
From Retrieval to Generation: Comparing Different Approaches
Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation
PeerQA: A Scientific Question Answering Dataset from Peer Reviews
Passage Segmentation of Documents for Extractive Question Answering
Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval
Multilingual Open QA on the MIA Shared Task
Query pipeline optimization for cancer patient question answering systems
Optimized Quran Passage Retrieval Using an Expanded QA Dataset and Fine-Tuned Language Models
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations
Time-Reversal Provides Unsupervised Feedback to LLMs
DynRank: Improving Passage Retrieval with Dynamic Zero-Shot Prompting Based on Question Classification
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation
Mind the Gap: A Generalized Approach for Cross-Modal Embedding Alignment
Deep Learning Based Dense Retrieval: A Comparative Study
Improve Dense Passage Retrieval with Entailment Tuning
Passage Retrieval of Polish Texts Using OKAPI BM25 and an Ensemble of Cross Encoders
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA
A Multimodal Dense Retrieval Approach for Speech-Based Open-Domain Question Answering
SynDL: A Large-Scale Synthetic Test Collection for Passage Retrieval
Grounding Fallacies Misrepresenting Scientific Publications in Evidence
What are the limits of cross-lingual dense passage retrieval for low-resource languages?
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection
Embedding And Clustering Your Data Can Improve Contrastive Pretraining
BM25S: Orders of magnitude faster lexical search via eager sparse scoring
Preserving Multilingual Quality While Tuning Query Encoder on English Only
A Surprisingly Simple yet Effective Multi-Query Rewriting Method for Conversational Passage Retrieval
Grounded and Transparent Response Generation for Conversational Information-Seeking Systems
Evaluating D-MERIT of Partial-annotation on Information Retrieval
LightPAL: Lightweight Passage Retrieval for Open Domain Multi-Document Summarization
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