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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 3651–3660 of 4740 papers

Title	Date	Tasks	Status	Hype
Unsupervised Modeling of Topical Relevance in L2 Learner Text	Jun 1, 2016	Information Retrieval	—Unverified	0
University of Houston at CL-SciSumm 2016: SVMs with tree kernels and Sentence Similarity	Jun 1, 2016	Information RetrievalSentence	—Unverified	0
I2RNTU at SemEval-2016 Task 4: Classifier Fusion for Polarity Classification in Twitter	Jun 1, 2016	Emotion RecognitionGeneral Classification	—Unverified	0
RDI\_Team at SemEval-2016 Task 3: RDI Unsupervised Framework for Text Ranking	Jun 1, 2016	Information Retrieval	—Unverified	0
Amrita\_CEN at SemEval-2016 Task 1: Semantic Relation from Word Embeddings in Higher Dimension	Jun 1, 2016	Information RetrievalMachine Translation	—Unverified	0
How do Practitioners, PhD Students and Postdocs in the Social Sciences Assess Topic-specific Recommendations?	Jun 1, 2016	Information Retrieval	—Unverified	0
Triaging Mental Health Forum Posts	Jun 1, 2016	Information Retrieval	—Unverified	0
Trainable Citation-enhanced Summarization of Scientific Articles	Jun 1, 2016	ArticlesDocument Summarization	—Unverified	0
Recognizing Reference Spans and Classifying their Discourse Facets	Jun 1, 2016	Information RetrievalLearning-To-Rank	—Unverified	0
Towards Unsupervised and Language-independent Compound Splitting using Inflectional Morphological Transformations	Jun 1, 2016	Information RetrievalMachine Translation	—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