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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 51–100 of 268 papers

TitleStatusHype
Densifying Sparse Representations for Passage Retrieval by Representational SlicingCode1
Weakly Supervised Label SmoothingCode1
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage RetrievalCode1
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single TransformerCode1
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceCode1
CoRT: Complementary Rankings from TransformersCode1
RecJPQ: Training Large-Catalogue Sequential RecommendersCode1
Query-as-context Pre-training for Dense Passage RetrievalCode1
Cross-document Event Coreference Search: Task, Dataset and ModelingCode1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative TrainingCode1
Curriculum Learning for Dense Retrieval DistillationCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
GuRE:Generative Query REwriter for Legal Passage RetrievalCode1
ArabicaQA: A Comprehensive Dataset for Arabic Question AnsweringCode1
DAPR: A Benchmark on Document-Aware Passage RetrievalCode1
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
Generation-Augmented Retrieval for Open-domain Question AnsweringCode1
Dense Passage Retrieval for Open-Domain Question AnsweringCode1
Optimizing Test-Time Query Representations for Dense RetrievalCode1
Fine-Tuning LLaMA for Multi-Stage Text RetrievalCode1
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering SystemCode1
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question AnsweringCode1
Robust Retrieval Augmented Generation for Zero-shot Slot FillingCode1
Simple Entity-Centric Questions Challenge Dense RetrieversCode1
T2Ranking: A large-scale Chinese Benchmark for Passage RankingCode1
Do the Findings of Document and Passage Retrieval Generalize to the Retrieval of Responses for Dialogues?Code1
Improving Passage Retrieval with Zero-Shot Question GenerationCode1
Open-Domain Question Answering Goes Conversational via Question RewritingCode1
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage RetrievalCode1
Query Performance Prediction for Neural IR: Are We There Yet?Code0
A Modern Perspective on Query Likelihood with Deep Generative Retrieval ModelsCode0
ANTIQUE: A Non-Factoid Question Answering BenchmarkCode0
Passage-specific Prompt Tuning for Passage Reranking in Question Answering with Large Language ModelsCode0
Whispers in Grammars: Injecting Covert Backdoors to Compromise Dense Retrieval SystemsCode0
Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question AnsweringCode0
A Little Bit Is Worse Than None: Ranking with Limited Training DataCode0
Context-Aware Sentence/Passage Term Importance Estimation For First Stage RetrievalCode0
Passage Retrieval of Polish Texts Using OKAPI BM25 and an Ensemble of Cross EncodersCode0
Expansion via Prediction of Importance with ContextualizationCode0
Mention Memory: incorporating textual knowledge into Transformers through entity mention attentionCode0
Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question AnsweringCode0
Collective Relevance Labeling for Passage RetrievalCode0
LLM2KB: Constructing Knowledge Bases using instruction tuned context aware Large Language ModelsCode0
On the Effect of Low-Frequency Terms on Neural-IR ModelsCode0
A Surprisingly Simple yet Effective Multi-Query Rewriting Method for Conversational Passage RetrievalCode0
Duet at TREC 2019 Deep Learning TrackCode0
On the Impact of Speech Recognition Errors in Passage Retrieval for Spoken Question AnsweringCode0
DPTDR: Deep Prompt Tuning for Dense Passage RetrievalCode0
DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrievalCode0
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