Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 926–950 of 4740 papers

Title	Date	Tasks	Status	Score
Attentive Memory Networks: Efficient Machine Reading for Conversational Search	Dec 19, 2017	Conversational SearchInformation Retrieval	CodeCode Available	5
A Baseline Temporal Tagger for all Languages	Sep 1, 2015	AllInformation Retrieval	CodeCode Available	5
Disentanglement by Cyclic Reconstruction	Dec 24, 2021	DisentanglementDomain Adaptation	CodeCode Available	5
Advancing continual lifelong learning in neural information retrieval: definition, dataset, framework, and empirical evaluation	Aug 16, 2023	Continual LearningData Augmentation	CodeCode Available	5
Discriminative Information Retrieval for Question Answering Sentence Selection	Apr 1, 2017	Information RetrievalPassage Retrieval	CodeCode Available	5
Disentangling and Integrating Relational and Sensory Information in Transformer Architectures	May 26, 2024	Information RetrievalLanguage Modeling	CodeCode Available	5
Quantifying consensus of rankings based on q-support patterns	May 30, 2019	Decision MakingInformation Retrieval	CodeCode Available	5
Quantifying Positional Biases in Text Embedding Models	Dec 13, 2024	Information RetrievalPosition	CodeCode Available	5
Quantifying the Dissimilarity of Texts	May 3, 2023	ClusteringInformation Retrieval	CodeCode Available	5
Distilled Neural Networks for Efficient Learning to Rank	Feb 22, 2022	CPUInformation Retrieval	CodeCode Available	5
Discovery and Recognition of Formula Concepts using Machine Learning	Mar 3, 2023	Information RetrievalQuestion Answering	CodeCode Available	5
Text-to-SQL Generation for Question Answering on Electronic Medical Records	Jul 28, 2019	Information RetrievalQuestion Answering	CodeCode Available	5
Query Understanding via Intent Description Generation	Aug 25, 2020	ClusteringInformation Retrieval	CodeCode Available	5
DIRAS: Efficient LLM Annotation of Document Relevance in Retrieval Augmented Generation	Jun 20, 2024	Information RetrievalRAG	CodeCode Available	5
Chinese Parsing Exploiting Characters	Aug 1, 2013	Information RetrievalMachine Translation	CodeCode Available	5
RAIFLE: Reconstruction Attacks on Interaction-based Federated Learning with Adversarial Data Manipulation	Oct 29, 2023	Federated LearningInformation Retrieval	CodeCode Available	5
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker	May 23, 2023	Information RetrievalLanguage Modeling	CodeCode Available	5
Diagnosing BERT with Retrieval Heuristics	Jan 12, 2022	DiagnosticInformation Retrieval	CodeCode Available	5
A Comparison of Centrality Measures for Graph-Based Keyphrase Extraction	Oct 1, 2013	Information RetrievalKeyphrase Extraction	CodeCode Available	5
Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations	Jan 1, 2016	ClusteringInformation Retrieval	CodeCode Available	5
Analysis of Multivariate Scoring Functions for Automatic Unbiased Learning to Rank	Aug 20, 2020	Information RetrievalLearning-To-Rank	CodeCode Available	5
Deploying Large Language Models With Retrieval Augmented Generation	Nov 7, 2024	Information RetrievalRAG	CodeCode Available	5
A Toolkit for Efficient Learning of Lexical Units for Speech Recognition	May 1, 2014	Information RetrievalLanguage Modeling	CodeCode Available	5
Denoising Distantly Supervised Open-Domain Question Answering	Jul 1, 2018	DenoisingInformation Retrieval	CodeCode Available	5
Dense Passage Retrieval in Conversational Search	Mar 21, 2025	Conversational SearchInformation Retrieval	CodeCode Available	5

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All datasets BSARD MS MARCO CQADupStack TREC-PM Amazon MSLR WEB30K MSMARCO MTEB News Headlines Ohsumed

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Two-tower Bi-Encoder (RoBERTa)	Recall@100	74.78	—	Unverified
2	Siamese Bi-Encoder (RoBERTa)	Recall@100	71.63	—	Unverified
3	BM25	Recall@100	51.33	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE v2	MRR@10	42.58	—	Unverified
2	ConAE-256	Time (ms)	0.33	—	Unverified
3	ConAE-128	Time (ms)	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-BE-5.8B	mAP@100	0.16	—	Unverified
2	TSDAE	mAP@100	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hpipubcommon	infNDCG	0.56	—	Unverified
2	hpictall	infNDCG	0.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MIND	HR@30	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distilled Network	nDCG@10	0.53	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE	MRR@10	0.42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-5.8B-msmarco	nDCG@10	50.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Information Retrieval + SVM	1:1 Accuracy	83.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BERT+CONCEPT FILTER	NDCG	0.25	—	Unverified