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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 1–50 of 268 papers

TitleStatusHype
BM25S: Orders of magnitude faster lexical search via eager sparse scoringCode5
SGPT: GPT Sentence Embeddings for Semantic SearchCode2
Retrieval Oriented Masking Pre-training Language Model for Dense Passage RetrievalCode2
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval ModelsCode2
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation GenerationCode2
Never Lost in the Middle: Mastering Long-Context Question Answering with Position-Agnostic Decompositional TrainingCode2
MiniLLM: Knowledge Distillation of Large Language ModelsCode2
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question AnsweringCode2
QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple ParagraphsCode2
Multi-CPR: A Multi Domain Chinese Dataset for Passage RetrievalCode2
Retrieval Augmented Visual Question Answering with Outside KnowledgeCode2
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late InteractionCode2
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question AnsweringCode1
One Question Answering Model for Many Languages with Cross-lingual Dense Passage RetrievalCode1
LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale RetrievalCode1
Leveraging Passage Retrieval with Generative Models for Open Domain Question AnsweringCode1
MFAQ: a Multilingual FAQ DatasetCode1
On Single and Multiple Representations in Dense Passage RetrievalCode1
I^3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage RetrievalCode1
Large Dual Encoders Are Generalizable RetrieversCode1
Asyncval: A Toolkit for Asynchronously Validating Dense Retriever Checkpoints during TrainingCode1
Augmenting Document Representations for Dense Retrieval with Interpolation and PerturbationCode1
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence SelectionCode1
Efficient Passage Retrieval with Hashing for Open-domain Question AnsweringCode1
End-to-End Query Term WeightingCode1
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage RetrievalCode1
Densifying Sparse Representations for Passage Retrieval by Representational SlicingCode1
GuRE:Generative Query REwriter for Legal Passage RetrievalCode1
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text RetrievalCode1
Learning To Retrieve: How to Train a Dense Retrieval Model Effectively and EfficientlyCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
CoRT: Complementary Rankings from TransformersCode1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
Dense Passage Retrieval for Open-Domain Question AnsweringCode1
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
Cross-document Event Coreference Search: Task, Dataset and ModelingCode1
Curriculum Learning for Dense Retrieval DistillationCode1
DAPR: A Benchmark on Document-Aware Passage RetrievalCode1
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage RetrievalCode1
CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with TyposCode1
Clickbait Spoiling via Question Answering and Passage RetrievalCode1
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceCode1
Do the Findings of Document and Passage Retrieval Generalize to the Retrieval of Responses for Dialogues?Code1
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question AnsweringCode1
ArabicaQA: A Comprehensive Dataset for Arabic Question AnsweringCode1
Improving Passage Retrieval with Zero-Shot Question GenerationCode1
Embedding-based Zero-shot Retrieval through Query GenerationCode1
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human CommunicationCode1
ConTextual Masked Auto-Encoder for Dense Passage RetrievalCode1
Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage RetrievalCode1
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