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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 201–250 of 268 papers

TitleStatusHype
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
VerbCL: A Dataset of Verbatim Quotes for Highlight Extraction in Case LawCode0
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval—0
On Single and Multiple Representations in Dense Passage RetrievalCode1
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage RetrievalCode1
DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrievalCode0
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering—0
Domain-matched Pre-training Tasks for Dense Retrieval—0
One Question Answering Model for Many Languages with Cross-lingual Dense Passage RetrievalCode1
A Modern Perspective on Query Likelihood with Deep Generative Retrieval ModelsCode0
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human CommunicationCode1
Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question AnsweringCode0
Efficient Passage Retrieval with Hashing for Open-domain Question AnsweringCode1
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceCode1
Extracting Variable-Depth Logical Document Hierarchy from Long Documents: Method, Evaluation, and Application—0
Passage Retrieval for Outside-Knowledge Visual Question AnsweringCode1
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT RankersCode0
GermanQuAD and GermanDPR: Improving Non-English Question Answering and Passage Retrieval—0
Contextualized Query Embeddings for Conversational Search—0
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage RetrievalCode1
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval ModelsCode2
Joint Passage Ranking for Diverse Multi-Answer Retrieval—0
Leveraging Query Resolution and Reading Comprehension for Conversational Passage Retrieval—0
Overview of the TREC 2020 deep learning trackCode1
Supporting search engines with knowledge and context—0
Assessing the Benefits of Model Ensembles in Neural Re-Ranking for Passage Retrieval—0
A Comparison of Question Rewriting Methods for Conversational Passage RetrievalCode0
Weakly Supervised Label SmoothingCode1
Structural Text Segmentation of Legal DocumentsCode1
A Deep Metric Learning Method for Biomedical Passage Retrieval—0
A Little Bit Is Worse Than None: Ranking with Limited Training DataCode0
Making Information Seeking Easier: An Improved Pipeline for Conversational Search—0
Neural Passage Retrieval with Improved Negative Contrast—0
CoRT: Complementary Rankings from TransformersCode1
Learning To Retrieve: How to Train a Dense Retrieval Model Effectively and EfficientlyCode1
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering—0
Open-Domain Question Answering Goes Conversational via Question RewritingCode1
Embedding-based Zero-shot Retrieval through Query GenerationCode1
Generation-Augmented Retrieval for Open-domain Question AnsweringCode1
Brown University at TREC Deep Learning 2019—0
Leveraging Passage Retrieval with Generative Models for Open Domain Question AnsweringCode1
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text RetrievalCode1
Query Resolution for Conversational Search with Limited SupervisionCode1
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting—0
Do Neural Ranking Models Intensify Gender Bias?Code0
Question Rewriting for Conversational Question Answering—0
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation—0
Expansion via Prediction of Importance with ContextualizationCode0
Dense Passage Retrieval for Open-Domain Question AnsweringCode1
Overview of the TREC 2019 deep learning trackCode1
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