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Information Retrieval

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

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1261–1270 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Classifying Gene Sentences in Biomedical Literature by Combining High-Precision Gene Identifiers	Jun 1, 2012	Information RetrievalNamed Entity Recognition (NER)	—Unverified	0	0
Classification on Sentence Embeddings for Legal Assistance	Feb 5, 2022	ClassificationInformation Retrieval	—Unverified	0	0
A Resource-light Approach to Phrase Extraction for English and German Documents from the Patent Domain and User Generated Content	May 1, 2012	Information RetrievalOpinion Mining	—Unverified	0	0
Are Semantically Coherent Topic Models Useful for Ad Hoc Information Retrieval?	Aug 1, 2013	Ad-Hoc Information RetrievalDocument Ranking	—Unverified	0	0
Adaptive Speech Understanding for Intuitive Model-based Spoken Dialogues	May 1, 2012	Dialogue ManagementInformation Retrieval	—Unverified	0	0
A Character-based Approach to Distributional Semantic Models: Exploiting Kanji Characters for Constructing JapaneseWord Vectors	May 1, 2014	Collaborative FilteringInformation Retrieval	—Unverified	0	0
Evaluation empirique de la sécurisation et de l'alignement de ChatGPT et Gemini: analyse comparative des vulnérabilités par expérimentations de jailbreaks	Jun 10, 2025	Information RetrievalMisinformation	—Unverified	0	0
BioRAG: A RAG-LLM Framework for Biological Question Reasoning	Aug 2, 2024	Information RetrievalQuestion Answering	—Unverified	0	0
Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation	Apr 16, 2025	In-Context LearningInformation Retrieval	—Unverified	0	0
A Reproducibility Study of Graph-Based Legal Case Retrieval	Apr 11, 2025	Information RetrievalLarge Language Model	—Unverified	0	0

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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