Information Retrieval

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

Papers

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Showing 4126–4150 of 4740 papers

Title	Date	Tasks	Status
Topic-oriented Adversarial Attacks against Black-box Neural Ranking Models	Apr 28, 2023	Information RetrievalRetrieval	CodeCode Available
Tree Structured Dirichlet Processes for Hierarchical Morphological Segmentation	Jun 1, 2018	ClusteringInformation Retrieval	CodeCode Available
Corpus Poisoning via Approximate Greedy Gradient Descent	Jun 7, 2024	Information RetrievalRAG	CodeCode Available
Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers	Jul 8, 2025	Information RetrievalReranking	CodeCode Available
PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic Search	Jul 19, 2022	Information RetrievalNatural Language Understanding	CodeCode Available
Identification of the Relevance of Comments in Codes Using Bag of Words and Transformer Based Models	Aug 11, 2023	Binary text classificationFeature Engineering	CodeCode Available
Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval	May 28, 2021	BIG-bench Machine LearningEdge-computing	CodeCode Available
Identifying Emergent Research Trends by Key Authors and Phrases	Aug 1, 2018	ArticlesInformation Retrieval	CodeCode Available
Effective Clustering on Large Attributed Bipartite Graphs	May 20, 2024	AttributeClustering	CodeCode Available
Pipelines for Procedural Information Extraction from Scientific Literature: Towards Recipes using Machine Learning and Data Science	Dec 16, 2019	BIG-bench Machine LearningEntity Extraction using GAN	CodeCode Available
edge2vec: Representation learning using edge semantics for biomedical knowledge discovery	Sep 7, 2018	Biomedical Information RetrievalInformation Retrieval	CodeCode Available
Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean	Feb 4, 2022	Information RetrievalMachine Translation	CodeCode Available
Retrieval Augmented Generation based Large Language Models for Causality Mining	May 29, 2025	graph constructionInformation Retrieval	CodeCode Available
B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc Retrieval	Apr 20, 2021	Information RetrievalLanguage Modeling	CodeCode Available
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data	May 9, 2023	Cross-Lingual Word EmbeddingsInformation Retrieval	CodeCode Available
Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory	Sep 14, 2018	Dialogue GenerationDiversity	CodeCode Available
EDeR: A Dataset for Exploring Dependency Relations Between Events	Apr 4, 2023	Event ExtractionInformation Retrieval	CodeCode Available
Melon Playlist Dataset: a public dataset for audio-based playlist generation and music tagging	Jan 30, 2021	Audio Signal ProcessingCollaborative Filtering	CodeCode Available
Coreference Resolution in Research Papers from Multiple Domains	Jan 4, 2021	coreference-resolutionCoreference Resolution	CodeCode Available
EALM: Introducing Multidimensional Ethical Alignment in Conversational Information Retrieval	Oct 2, 2023	EthicsInformation Retrieval	CodeCode Available
Convolutional Neural Network Language Models	Nov 1, 2016	Document ClassificationGeneral Classification	CodeCode Available
MergeDTS: A Method for Effective Large-Scale Online Ranker Evaluation	Dec 11, 2018	Information RetrievalOnline Ranker Evaluation	CodeCode Available
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data Generation	Sep 13, 2023	Conversational SearchIn-Context Learning	CodeCode Available
Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVM	Aug 19, 2017	Domain AdaptationInformation Retrieval	CodeCode Available
Universal Music Representations? Evaluating Foundation Models on World Music Corpora	Jun 20, 2025	BenchmarkingFew-Shot Learning	CodeCode Available

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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