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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 3211–3220 of 4740 papers

Title	Date	Tasks	Status	Hype
Recall is the Proper Evaluation Metric for Word Segmentation	Nov 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Comparison of SMT and NMT trained with large Patent Corpora: Japio at WAT2017	Nov 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Building a Better Bitext for Structurally Different Languages through Self-training	Nov 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Vertex-Context Sampling for Weighted Network Embedding	Nov 1, 2017	Information RetrievalMulti-Label Classification	—Unverified	0
Bibliometric-Enhanced Information Retrieval: 5th International BIR Workshop	Oct 30, 2017	Information RetrievalRetrieval	—Unverified	0
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

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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