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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 3071–3080 of 4740 papers

Title	Date	Tasks	Status	Hype
Bf3R at SemEval-2018 Task 7: Evaluating Two Relation Extraction Tools for Finding Semantic Relations in Biomedical Abstracts	Jun 1, 2018	Information RetrievalRelation Extraction	—Unverified	0
A Laypeople Study on Terminology Identification across Domains and Task Definitions	Jun 1, 2018	Information RetrievalSpecificity	—Unverified	0
Encoding Conversation Context for Neural Keyphrase Extraction from Microblog Posts	Jun 1, 2018	Information RetrievalKeyphrase Extraction	—Unverified	0
EICA Team at SemEval-2018 Task 2: Semantic and Metadata-based Features for Multilingual Emoji Prediction	Jun 1, 2018	Information RetrievalPrediction	—Unverified	0
A Generalized Knowledge Hunting Framework for the Winograd Schema Challenge	Jun 1, 2018	Common Sense ReasoningCoreference Resolution	—Unverified	0
NLP\_HZ at SemEval-2018 Task 9: a Nearest Neighbor Approach	Jun 1, 2018	Hypernym DiscoveryInformation Retrieval	—Unverified	0
DUTH at SemEval-2018 Task 2: Emoji Prediction in Tweets	Jun 1, 2018	Information RetrievalTask 2	—Unverified	0
Domain-Sensitive Temporal Tagging By Jannik Str\"otgen, Michael Gertz	Jun 1, 2018	Information RetrievalNamed Entity Recognition (NER)	—Unverified	0
Variable Typing: Assigning Meaning to Variables in Mathematical Text	Jun 1, 2018	Information RetrievalRetrieval	—Unverified	0
Provable Fast Greedy Compressive Summarization with Any Monotone Submodular Function	Jun 1, 2018	Document SummarizationExtractive Summarization	—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