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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
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late InteractionCode2
QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple ParagraphsCode2
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval ModelsCode2
MiniLLM: Knowledge Distillation of Large Language ModelsCode2
SGPT: GPT Sentence Embeddings for Semantic SearchCode2
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question AnsweringCode2
Retrieval Augmented Visual Question Answering with Outside KnowledgeCode2
Never Lost in the Middle: Mastering Long-Context Question Answering with Position-Agnostic Decompositional TrainingCode2
Multi-CPR: A Multi Domain Chinese Dataset for Passage RetrievalCode2
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation GenerationCode2
Retrieval Oriented Masking Pre-training Language Model for Dense Passage RetrievalCode2
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text RetrievalCode1
MFAQ: a Multilingual FAQ DatasetCode1
One Question Answering Model for Many Languages with Cross-lingual Dense Passage RetrievalCode1
Leveraging Passage Retrieval with Generative Models for Open Domain Question AnsweringCode1
Learning To Retrieve: How to Train a Dense Retrieval Model Effectively and EfficientlyCode1
LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale RetrievalCode1
On Single and Multiple Representations in Dense Passage RetrievalCode1
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question AnsweringCode1
Generation-Augmented Retrieval for Open-domain Question AnsweringCode1
I^3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage RetrievalCode1
Cross-document Event Coreference Search: Task, Dataset and ModelingCode1
Large Dual Encoders Are Generalizable RetrieversCode1
LePaRD: A Large-Scale Dataset of Judges Citing PrecedentsCode1
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage RetrievalCode1
Asyncval: A Toolkit for Asynchronously Validating Dense Retriever Checkpoints during TrainingCode1
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question AnsweringCode1
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence SelectionCode1
Improving Passage Retrieval with Zero-Shot Question GenerationCode1
Embedding-based Zero-shot Retrieval through Query GenerationCode1
Dense Passage Retrieval for Open-Domain Question AnsweringCode1
Do the Findings of Document and Passage Retrieval Generalize to the Retrieval of Responses for Dialogues?Code1
End-to-End Query Term WeightingCode1
Curriculum Learning for Dense Retrieval DistillationCode1
Densifying Sparse Representations for Passage Retrieval by Representational SlicingCode1
Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage RetrievalCode1
Efficient Passage Retrieval with Hashing for Open-domain Question AnsweringCode1
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
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
DAPR: A Benchmark on Document-Aware Passage RetrievalCode1
Fine-Tuning LLaMA for Multi-Stage Text RetrievalCode1
Augmenting Document Representations for Dense Retrieval with Interpolation and PerturbationCode1
GuRE:Generative Query REwriter for Legal Passage RetrievalCode1
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceCode1
CoRT: Complementary Rankings from TransformersCode1
ConTextual Masked Auto-Encoder for Dense Passage RetrievalCode1
ArabicaQA: A Comprehensive Dataset for Arabic Question AnsweringCode1
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