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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 3221–3230 of 4740 papers

Title	Date	Tasks	Status	Hype
A Hybrid Approach using Ontology Similarity and Fuzzy Logic for Semantic Question Answering	Oct 29, 2017	ClusteringInformation Retrieval	—Unverified	0
Content Based Document Recommender using Deep Learning	Oct 23, 2017	Deep LearningInformation Retrieval	—Unverified	0
Build Fast and Accurate Lemmatization for Arabic	Oct 18, 2017	Information RetrievalLemmatization	—Unverified	0
DeepRank: A New Deep Architecture for Relevance Ranking in Information Retrieval	Oct 16, 2017	Deep LearningInformation Retrieval	CodeCode Available	0
LD-SDS: Towards an Expressive Spoken Dialogue System based on Linked-Data	Oct 9, 2017	Conversational SearchInformation Retrieval	—Unverified	0
Visualiza \~ao de gloss\'ario em sistemas de recupera \~ao de informa \~ao (Glossary visualization in information retrieval systems)[In Portuguese]	Oct 1, 2017	Information RetrievalRetrieval	—Unverified	0
Wheel of Life: an initial investigation. Topic-Related Polarity Visualization in Personal Stories	Oct 1, 2017	Information RetrievalSentiment Analysis	—Unverified	0
Volatility Prediction using Financial Disclosures Sentiments with Word Embedding-based IR Models	Sep 28, 2017	Information RetrievalRetrieval	—Unverified	0
A Preliminary Study for Building an Arabic Corpus of Pair Questions-Texts from the Web: AQA-Webcorp	Sep 27, 2017	Information RetrievalMachine Translation	—Unverified	0
An enhanced method to compute the similarity between concepts of ontology	Sep 26, 2017	Information RetrievalRetrieval	—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