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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
Diversifying Neural Conversation Model with Maximal Marginal Relevance	Nov 1, 2017	DiversityDocument Summarization	—Unverified	0
Vertex-Context Sampling for Weighted Network Embedding	Nov 1, 2017	Information RetrievalMulti-Label Classification	—Unverified	0
Arabic-English Text Translation Leveraging Hybrid NER	Nov 1, 2017	Information RetrievalMachine Translation	—Unverified	0
A Telecom-Domain Online Customer Service Assistant Based on Question Answering with Word Embedding and Intent Classification	Nov 1, 2017	General ClassificationInformation Retrieval	—Unverified	0
Comparison of SMT and NMT trained with large Patent Corpora: Japio at WAT2017	Nov 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Substring Frequency Features for Segmentation of Japanese Katakana Words with Unlabeled Corpora	Nov 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Recall is the Proper Evaluation Metric for Word Segmentation	Nov 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Building Large Chinese Corpus for Spoken Dialogue Research in Specific Domains	Nov 1, 2017	Information RetrievalRetrieval	—Unverified	0
Building a Better Bitext for Structurally Different Languages through Self-training	Nov 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Bibliometric-Enhanced Information Retrieval: 5th International BIR Workshop	Oct 30, 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