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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 176–200 of 268 papers

TitleStatusHype
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
UnifieR: A Unified Retriever for Large-Scale Retrieval—0
ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval—0
Modeling Multi-hop Question Answering as Single Sequence Prediction—0
Debiasing Neural Retrieval via In-batch Balancing Regularization—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
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
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model—0
WatClaimCheck: A new Dataset for Claim Entailment and InferenceCode0
Conversational Search with Mixed-Initiative - Asking Good Clarification Questions backed-up by Passage Retrieval—0
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
Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering—0
KGI: An Integrated Framework for Knowledge Intensive Language Tasks—0
How Different are Pre-trained Transformers for Text Ranking?Code0
Implicit Feedback for Dense Passage Retrieval: A Counterfactual ApproachCode0
DuReader_retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine—0
Out-of-Domain Semantics to the Rescue! Zero-Shot Hybrid Retrieval Models—0
Revisiting the Roles of “Text” in Text Games—0
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning—0
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