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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

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Showing 126–150 of 268 papers

TitleStatusHype
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
Towards Robust Ranker for Text Retrieval—0
Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense RetrievalCode0
Knowledge Graph - Deep Learning: A Case Study in Question Answering in Aviation Safety Domain—0
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering SystemCode1
Optimizing Test-Time Query Representations for Dense RetrievalCode1
QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple ParagraphsCode2
UnifieR: A Unified Retriever for Large-Scale Retrieval—0
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative TrainingCode1
ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval—0
Debiasing Neural Retrieval via In-batch Balancing Regularization—0
Modeling Multi-hop Question Answering as Single Sequence Prediction—0
How does Feedback Signal Quality Impact Effectiveness of Pseudo Relevance Feedback for Passage Retrieval?—0
Collective Relevance Labeling for Passage RetrievalCode0
LIDER: An Efficient High-dimensional Learned Index for Large-scale Dense Passage Retrieval—0
Conversational Search with Mixed-Initiative - Asking Good Clarification Questions backed-up by Passage Retrieval—0
R3 : Refined Retriever-Reader pipeline for Multidoc2dial—0
UGent-T2K at the 2nd DialDoc Shared Task: A Retrieval-Focused Dialog System Grounded in Multiple Documents—0
WatClaimCheck: A new Dataset for Claim Entailment and InferenceCode0
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model—0
Curriculum Learning for Dense Retrieval DistillationCode1
Zero-shot Query Contextualization for Conversational SearchCode0
Synthetic Target Domain Supervision for Open Retrieval QA—0
GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval—0
Improving Passage Retrieval with Zero-Shot Question GenerationCode1
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