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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
E-law Module Supporting Lawyers in the Process of Knowledge Discovery from Legal Documents	Sep 1, 2015	Information RetrievalLemmatization	—Unverified	0
Experiments on Active Learning for Croatian Word Sense Disambiguation	Sep 1, 2015	Active LearningInformation Retrieval	—Unverified	0
ListNet-based MT Rescoring	Sep 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Multilingual Summarization with Polytope Model	Sep 1, 2015	Information Retrievalmodel	—Unverified	0
Identifying Key Concepts from EHR Notes Using Domain Adaptation	Sep 1, 2015	Domain AdaptationInformation Retrieval	—Unverified	0
Online Sentence Novelty Scoring for Topical Document Streams	Sep 1, 2015	Information RetrievalSentence	—Unverified	0
Recognizing Textual Entailment Using Probabilistic Inference	Sep 1, 2015	Information RetrievalNatural Language Inference	—Unverified	0
Extracting Relations between Non-Standard Entities using Distant Supervision and Imitation Learning	Sep 1, 2015	Imitation LearningInformation Retrieval	—Unverified	0
Translation Invariant Word Embeddings	Sep 1, 2015	Information RetrievalMultilingual Word Embeddings	—Unverified	0
A Baseline Temporal Tagger for all Languages	Sep 1, 2015	AllInformation Retrieval	CodeCode Available	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