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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 151–200 of 268 papers

TitleStatusHype
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
CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with TyposCode1
Implicit Feedback for Dense Passage Retrieval: A Counterfactual ApproachCode0
DuReader_retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine—0
Clickbait Spoiling via Question Answering and Passage RetrievalCode1
Augmenting Document Representations for Dense Retrieval with Interpolation and PerturbationCode1
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question AnsweringCode1
Multi-CPR: A Multi Domain Chinese Dataset for Passage RetrievalCode2
Asyncval: A Toolkit for Asynchronously Validating Dense Retriever Checkpoints during TrainingCode1
SGPT: GPT Sentence Embeddings for Semantic SearchCode2
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
A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering—0
PARM: A Paragraph Aggregation Retrieval Model for Dense Document-to-Document RetrievalCode1
Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering—0
Sparsifying Sparse Representations for Passage Retrieval by Top-k Masking—0
Unsupervised Dense Information Retrieval with Contrastive LearningCode1
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning—0
Large Dual Encoders Are Generalizable RetrieversCode1
Tackling Query-Focused Summarization as A Knowledge-Intensive Task: A Pilot Study—0
Conversational Search with Mixed-Initiative -- Asking Good Clarification Questions backed-up by Passage Retrieval—0
Densifying Sparse Representations for Passage Retrieval by Representational SlicingCode1
A Sensitivity Analysis of the MSMARCO Passage Collection—0
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late InteractionCode2
How to Build Robust FAQ Chatbot with Controllable Question Generator?—0
Modeling Multi-hop Question Answering as Single Sequence Prediction—0
Hyperlink-induced Pre-training for Passage Retrieval of Open-domain Question Answering—0
Slot Filling for Biomedical Information Extraction—0
RE: A Study for Restorable Embeddings—0
Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval—0
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?—0
Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval—0
Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval—0
Multi-Vector Attention Models for Deep Re-ranking—0
Learning Representations for Zero-Shot Retrieval over Structured Data—0
Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval—0
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking—0
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?Code1
Mention Memory: incorporating textual knowledge into Transformers through entity mention attentionCode0
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering—0
Encoder Adaptation of Dense Passage Retrieval for Open-Domain Question Answering—0
MFAQ: a Multilingual FAQ DatasetCode1
Slot Filling for Biomedical Information ExtractionCode0
Simple Entity-Centric Questions Challenge Dense RetrieversCode1
Phrase Retrieval Learns Passage Retrieval, TooCode1
R2-D2: A Modular Baseline for Open-Domain Question AnsweringCode1
Robust Retrieval Augmented Generation for Zero-shot Slot FillingCode1
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