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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
SynDL: A Large-Scale Synthetic Test Collection for Passage Retrieval—0
Synthetic Target Domain Supervision for Open Retrieval QA—0
The Answer is at your Fingertips: Improving Passage Retrieval for Web Question Answering with Search Behavior Data—0
Time-Reversal Provides Unsupervised Feedback to LLMs—0
Topic-DPR: Topic-based Prompts for Dense Passage Retrieval—0
Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning—0
Towards Robust Ranker for Text Retrieval—0
Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering—0
UGent-T2K at the 2nd DialDoc Shared Task: A Retrieval-Focused Dialog System Grounded in Multiple Documents—0
UnifieR: A Unified Retriever for Large-Scale Retrieval—0
What are the limits of cross-lingual dense passage retrieval for low-resource languages?—0
WikiPassageQA: A Benchmark Collection for Research on Non-factoid Answer Passage Retrieval—0
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering—0
Zero-shot Event Causality Identification with Question Answering—0
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation—0
Context-Aware Sentence/Passage Term Importance Estimation For First Stage RetrievalCode0
SPLADE-v3: New baselines for SPLADECode0
WatClaimCheck: A new Dataset for Claim Entailment and InferenceCode0
Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question AnsweringCode0
A Little Bit Is Worse Than None: Ranking with Limited Training DataCode0
Collective Relevance Labeling for Passage RetrievalCode0
Mention Memory: incorporating textual knowledge into Transformers through entity mention attentionCode0
MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense RetrieversCode0
On the Effect of Low-Frequency Terms on Neural-IR ModelsCode0
On the Impact of Speech Recognition Errors in Passage Retrieval for Spoken Question AnsweringCode0
Open-Domain Conversational Question Answering with Historical AnswersCode0
LLM2KB: Constructing Knowledge Bases using instruction tuned context aware Large Language ModelsCode0
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question AnsweringCode0
KEPR: Knowledge Enhancement and Plausibility Ranking for Generative Commonsense Question AnsweringCode0
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-rankingCode0
Improving the Robustness of Dense Retrievers Against Typos via Multi-Positive Contrastive LearningCode0
Implicit Feedback for Dense Passage Retrieval: A Counterfactual ApproachCode0
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage RetrievalCode0
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question AnsweringCode0
Hybrid and Collaborative Passage RerankingCode0
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense RetrievalCode0
How Different are Pre-trained Transformers for Text Ranking?Code0
Passage Retrieval of Polish Texts Using OKAPI BM25 and an Ensemble of Cross EncodersCode0
A Comparison of Question Rewriting Methods for Conversational Passage RetrievalCode0
Passage-specific Prompt Tuning for Passage Reranking in Question Answering with Large Language ModelsCode0
GYM at Qur’an QA 2023 Shared Task: Multi-Task Transfer Learning for Quranic Passage Retrieval and Question Answering with Large Language ModelsCode0
Grounding Fallacies Misrepresenting Scientific Publications in EvidenceCode0
A Surprisingly Simple yet Effective Multi-Query Rewriting Method for Conversational Passage RetrievalCode0
Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question AnsweringCode0
Zero-shot Query Contextualization for Conversational SearchCode0
Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense RetrievalCode0
GenKI: Enhancing Open-Domain Question Answering with Knowledge Integration and Controllable Generation in Large Language ModelsCode0
Expansion via Prediction of Importance with ContextualizationCode0
DuReader_retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search EngineCode0
Query Performance Prediction for Neural IR: Are We There Yet?Code0
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