Information Retrieval

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

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3851–3875 of 4740 papers

Title	Date	Tasks	Status
Counting What Counts: Decompounding for Keyphrase Extraction	Jul 1, 2015	ChunkingInformation Retrieval	—Unverified
A Computationally Efficient Algorithm for Learning Topical Collocation Models	Jul 1, 2015	Document ClassificationInformation Retrieval	—Unverified
Reducing Over-generation Errors for Automatic Keyphrase Extraction using Integer Linear Programming	Jul 1, 2015	Information RetrievalKeyphrase Extraction	—Unverified
Boosting English-Chinese Machine Transliteration via High Quality Alignment and Multilingual Resources	Jul 1, 2015	Information RetrievalMachine Translation	—Unverified
MSTParser Model Interpolation for Multi-Source Delexicalized Transfer	Jul 1, 2015	Information Retrievalmodel	—Unverified
Bootstrapping a hybrid deep MT system	Jul 1, 2015	Information Retrieval	—Unverified
Content Models for Survey Generation: A Factoid-Based Evaluation	Jul 1, 2015	Dependency ParsingInformation Retrieval	—Unverified
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations	Jul 1, 2015	Information RetrievalNamed Entity Recognition (NER)	—Unverified
Report of NEWS 2015 Machine Transliteration Shared Task	Jul 1, 2015	Information RetrievalMachine Translation	—Unverified
Keywords, phrases, clauses and sentences: topicality, indicativeness and informativeness at scales	Jul 1, 2015	Information RetrievalInformativeness	—Unverified
KLcpos3 - a Language Similarity Measure for Delexicalized Parser Transfer	Jul 1, 2015	Information Retrieval	—Unverified
Knowledge Portability with Semantic Expansion of Ontology Labels	Jul 1, 2015	Information RetrievalMachine Translation	—Unverified
A Refined End-to-End Discourse Parser	Jul 1, 2015	Auxiliary LearningInformation Retrieval	—Unverified
Chinese in the Grammatical Framework: Grammar, Translation, and Other Applications Anonymous	Jul 1, 2015	Information RetrievalMachine Translation	—Unverified
Distributional Neural Networks for Automatic Resolution of Crossword Puzzles	Jul 1, 2015	Information RetrievalSemantic Textual Similarity	—Unverified
Leveraging Linguistic Structure For Open Domain Information Extraction	Jul 1, 2015	Information RetrievalOpen Information Extraction	—Unverified
Overview of Topic-based Chinese Message Polarity Classification in SIGHAN 2015	Jul 1, 2015	General ClassificationInformation Retrieval	—Unverified
Trans-dimensional Random Fields for Language Modeling	Jul 1, 2015	Information RetrievalLanguage Modeling	—Unverified
Linguistic Linked Data in Chinese: The Case of Chinese Wordnet	Jul 1, 2015	Information RetrievalMachine Translation	—Unverified
Lexical Characteristics Analysis of Chinese Clinical Documents	Jul 1, 2015	Information RetrievalLexical Analysis	—Unverified
Introduction to a Proofreading Tool for Chinese Spelling Check Task of SIGHAN-8	Jul 1, 2015	Information Retrieval	—Unverified
Temporal Information Extraction from Korean Texts	Jul 1, 2015	Information RetrievalQuestion Answering	—Unverified
NCU IISR English-Korean and English-Chinese Named Entity Transliteration Using Different Grapheme Segmentation Approaches	Jul 1, 2015	Information RetrievalMachine Translation	—Unverified
A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets	Jul 1, 2015	Information RetrievalMachine Translation	—Unverified
TECHLIMED@QALB-Shared Task 2015: a hybrid Arabic Error Correction System	Jul 1, 2015	Information RetrievalMachine Translation	—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