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Passage Retrieval

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.

Papers

Showing 201250 of 268 papers

TitleStatusHype
Generating Multi-Aspect Queries for Conversational Search0
Generating clickbait spoilers with an ensemble of large language models0
GermanQuAD and GermanDPR: Improving Non-English Question Answering and Passage Retrieval0
GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval0
Grounded and Transparent Response Generation for Conversational Information-Seeking Systems0
How Can Context Help? Exploring Joint Retrieval of Passage and Personalized Context0
How does Feedback Signal Quality Impact Effectiveness of Pseudo Relevance Feedback for Passage Retrieval?0
How to Build Robust FAQ Chatbot with Controllable Question Generator?0
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval0
Hyperlink-induced Pre-training for Passage Retrieval of Open-domain Question Answering0
HYRR: Hybrid Infused Reranking for Passage Retrieval0
Improve Dense Passage Retrieval with Entailment Tuning0
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model0
PolQA: Polish Question Answering Dataset0
Iterative Relevance Feedback for Answer Passage Retrieval with Passage-level Semantic Match0
Iterative Utility Judgment Framework via LLMs Inspired by Relevance in Philosophy0
Joint Passage Ranking for Diverse Multi-Answer Retrieval0
JUST.ASK, a QA system that learns to answer new questions from previous interactions0
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering0
KGI: An Integrated Framework for Knowledge Intensive Language Tasks0
Knowledge Graph - Deep Learning: A Case Study in Question Answering in Aviation Safety Domain0
Learning Representations for Zero-Shot Retrieval over Structured Data0
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA0
Leveraging Query Resolution and Reading Comprehension for Conversational Passage Retrieval0
LIDER: An Efficient High-dimensional Learned Index for Large-scale Dense Passage Retrieval0
LightPAL: Lightweight Passage Retrieval for Open Domain Multi-Document Summarization0
Making Information Seeking Easier: An Improved Pipeline for Conversational Search0
MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers0
MAUPQA: Massive Automatically-created Polish Question Answering Dataset0
MIA 2022 Shared Task Submission: Leveraging Entity Representations, Dense-Sparse Hybrids, and Fusion-in-Decoder for Cross-Lingual Question Answering0
Mind the Gap: A Generalized Approach for Cross-Modal Embedding Alignment0
Modeling Multi-hop Question Answering as Single Sequence Prediction0
Modeling Multi-hop Question Answering as Single Sequence Prediction0
Multilingual Open QA on the MIA Shared Task0
Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval0
Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval0
Multi-Vector Attention Models for Deep Re-ranking0
Neural Passage Retrieval with Improved Negative Contrast0
Optimized Quran Passage Retrieval Using an Expanded QA Dataset and Fine-Tuned Language Models0
Out-of-Domain Semantics to the Rescue! Zero-Shot Hybrid Retrieval Models0
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval0
PAQA: Toward ProActive Open-Retrieval Question Answering0
Passage Segmentation of Documents for Extractive Question Answering0
Preserving Multilingual Quality While Tuning Query Encoder on English Only0
Pre-training with Large Language Model-based Document Expansion for Dense Passage Retrieval0
Pseudo-Relevance Feedback Can Improve Zero-Shot LLM-Based Dense Retrieval0
Query pipeline optimization for cancer patient question answering systems0
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting0
Question Rewriting for Conversational Question Answering0
R3 : Refined Retriever-Reader pipeline for Multidoc2dial0
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