Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

Papers

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Showing 4551–4575 of 4740 papers

Title	Date	Tasks	Status
Explore Person Specific Evidence in Web Person Name Disambiguation	Jul 1, 2012	Entity LinkingInformation Retrieval	—Unverified
Bilingual Lexicon Extraction from Comparable Corpora Using Label Propagation	Jul 1, 2012	Information RetrievalMachine Translation	—Unverified
Grounded Models of Semantic Representation	Jul 1, 2012	Information RetrievalLanguage Acquisition	—Unverified
Polarity Inducing Latent Semantic Analysis	Jul 1, 2012	Information RetrievalLanguage Modelling	—Unverified
Supervised Text-based Geolocation Using Language Models on an Adaptive Grid	Jul 1, 2012	Information Retrieval	—Unverified
Semeval-2012 Task 8: Cross-lingual Textual Entailment for Content Synchronization	Jul 1, 2012	Document SummarizationInformation Retrieval	—Unverified
TakeLab: Systems for Measuring Semantic Text Similarity	Jul 1, 2012	Image CaptioningInformation Retrieval	—Unverified
SemEval-2012 Task 5: Chinese Semantic Dependency Parsing	Jul 1, 2012	Dependency ParsingInformation Retrieval	—Unverified
University\_Of\_Sheffield: Two Approaches to Semantic Text Similarity	Jul 1, 2012	Information RetrievalNatural Language Inference	—Unverified
UNITOR: Combining Semantic Text Similarity functions through SV Regression	Jul 1, 2012	Information RetrievalOpinion Mining	—Unverified
SAGAN: A Machine Translation Approach for Cross-Lingual Textual Entailment	Jul 1, 2012	Document SummarizationInformation Retrieval	—Unverified
FCC: Three Approaches for Semantic Textual Similarity	Jul 1, 2012	Information RetrievalSemantic Textual Similarity	—Unverified
UNT: A Supervised Synergistic Approach to Semantic Text Similarity	Jul 1, 2012	Graph MatchingInformation Retrieval	—Unverified
UAlacant: Using Online Machine Translation for Cross-Lingual Textual Entailment	Jul 1, 2012	Information RetrievalMachine Translation	—Unverified
MIXCD: System Description for Evaluating Chinese Word Similarity at SemEval-2012	Jul 1, 2012	Information RetrievalSemantic Textual Similarity	—Unverified
Soft Cardinality + ML: Learning Adaptive Similarity Functions for Cross-lingual Textual Entailment	Jul 1, 2012	Information RetrievalNatural Language Inference	—Unverified
UABCoRAL: A Preliminary study for Resolving the Scope of Negation	Jul 1, 2012	Information RetrievalNegation	—Unverified
Measuring Semantic Relatedness using Multilingual Representations	Jul 1, 2012	Image RetrievalInformation Retrieval	—Unverified
Towards Building a Multilingual Semantic Network: Identifying Interlingual Links in Wikipedia	Jul 1, 2012	Information RetrievalNamed Entity Recognition (NER)	—Unverified
An Unsupervised Ranking Model for Noun-Noun Compositionality	Jul 1, 2012	Information RetrievalMachine Translation	—Unverified
Rediscovering ACL Discoveries Through the Lens of ACL Anthology Network Citing Sentences	Jul 1, 2012	Information Retrieval	—Unverified
Qualitative Modeling of Spatial Prepositions and Motion Expressions	Jul 1, 2012	Information RetrievalQuestion Answering	—Unverified
Specifying Viewpoint and Information Need with Affective Metaphors: A System Demonstration of the Metaphor-Magnet Web App/Service	Jul 1, 2012	Information Retrieval	—Unverified
A Broad Evaluation of Techniques for Automatic Acquisition of Multiword Expressions	Jul 1, 2012	Information RetrievalWord Sense Disambiguation	—Unverified
State-of-the-Art Kernels for Natural Language Processing	Jul 1, 2012	Information RetrievalSemantic Parsing	—Unverified

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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