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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 3801–3810 of 4740 papers

Title	Date	Tasks	Status	Hype
Multilingual Summarization with Polytope Model	Sep 1, 2015	Information Retrievalmodel	—Unverified	0
Evaluating the Impact of Using a Domain-specific Bilingual Lexicon on the Performance of a Hybrid Machine Translation Approach	Sep 1, 2015	Domain AdaptationInformation Retrieval	—Unverified	0
Evaluation methods for unsupervised word embeddings	Sep 1, 2015	Information RetrievalNamed Entity Recognition (NER)	—Unverified	0
Experiments on Active Learning for Croatian Word Sense Disambiguation	Sep 1, 2015	Active LearningInformation Retrieval	—Unverified	0
Syntactic Dependencies and Distributed Word Representations for Analogy Detection and Mining	Sep 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Extracting Relations between Non-Standard Entities using Distant Supervision and Imitation Learning	Sep 1, 2015	Imitation LearningInformation Retrieval	—Unverified	0
Extractive Summarization by Aggregating Multiple Similarities	Sep 1, 2015	Document SummarizationExtractive Summarization	—Unverified	0
TBXTools: A Free, Fast and Flexible Tool for Automatic Terminology Extraction	Sep 1, 2015	Information RetrievalMachine Translation	—Unverified	0
An LDA-based Topic Selection Approach to Language Model Adaptation for Handwritten Text Recognition	Sep 1, 2015	Domain AdaptationHandwritten Text Recognition	—Unverified	0
ListNet-based MT Rescoring	Sep 1, 2015	Information RetrievalMachine Translation	—Unverified	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