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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 101–150 of 268 papers

TitleStatusHype
An Experimental Study on Pretraining Transformers from Scratch for IR—0
Do the Findings of Document and Passage Retrieval Generalize to the Retrieval of Responses for Dialogues?Code1
HYRR: Hybrid Infused Reranking for Passage Retrieval—0
Query-as-context Pre-training for Dense Passage RetrievalCode1
CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion—0
PolQA: Polish Question Answering Dataset—0
MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers—0
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single TransformerCode1
Open-Domain Conversational Question Answering with Historical AnswersCode0
Retrieval Oriented Masking Pre-training Language Model for Dense Passage RetrievalCode2
Bridging the Training-Inference Gap for Dense Phrase Retrieval—0
Cross-document Event Coreference Search: Task, Dataset and ModelingCode1
Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering—0
Revisiting the Roles of "Text" in Text Games—0
Retrieval Augmented Visual Question Answering with Outside KnowledgeCode2
Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning—0
On the Impact of Speech Recognition Errors in Passage Retrieval for Spoken Question AnsweringCode0
Zero-shot Event Causality Identification with Question Answering—0
LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale RetrievalCode1
DPTDR: Deep Prompt Tuning for Dense Passage RetrievalCode0
ConTextual Masked Auto-Encoder for Dense Passage RetrievalCode1
Evaluating Dense Passage Retrieval using Transformers—0
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage RetrievalCode1
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval—0
MIA 2022 Shared Task Submission: Leveraging Entity Representations, Dense-Sparse Hybrids, and Fusion-in-Decoder for Cross-Lingual Question Answering—0
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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