SOTAVerified

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

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Showing 2201–2250 of 4740 papers

TitleStatusHype
Towards Bengali Word Embedding: Corpus Creation, Intrinsic and Extrinsic Evaluations—0
Variable-Length Codes Independent or Closed with respect to Edit Relations—0
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT RankersCode0
A unified Neural Network Approach to E-CommerceRelevance Learning—0
Interpretation of multi-label classification models using shapley valuesCode0
B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc RetrievalCode0
An Analysis of Indexing and Querying Strategies on a Technologically Assisted Review Task—0
Searching for Scientific Evidence in a Pandemic: An Overview of TREC-COVID—0
Contextualized Query Embeddings for Conversational Search—0
Multi-source Neural Topic Modeling in Multi-view Embedding SpacesCode0
IITP@COLIEE 2019: Legal Information Retrieval using BM25 and BERTCode0
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks—0
An Analysis of a BERT Deep Learning Strategy on a Technology Assisted Review Task—0
Segmenting Subtitles for Correcting ASR Segmentation Errors—0
Towards Robust Neural Retrieval Models with Synthetic Pre-Training—0
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval—0
Macro-Average: Rare Types Are Important TooCode0
Exploring Current User Web Search Behaviours in Analysis Tasks to be Supported in Conversational Search—0
TransWiC at SemEval-2021 Task 2: Transformer-based Multilingual and Cross-lingual Word-in-Context Disambiguation—0
A Conceptual Framework for Implicit Evaluation of Conversational Search Interfaces—0
Concentration Inequalities for Two-Sample Rank Processes with Application to Bipartite RankingCode0
Topological Information Retrieval with Dilation-Invariant Bottleneck Comparative MeasuresCode0
ASPER: Attention-based Approach to Extract Syntactic Patterns denoting Semantic Relations in Sentential Context—0
Sub-GMN: The Neural Subgraph Matching Network Model—0
IRNLP_DAIICT@LT-EDI-EACL2021: Hope Speech detection in Code Mixed text using TF-IDF Char N-grams and MuRIL—0
IRNLP_DAIICT@DravidianLangTech-EACL2021:Offensive Language identification in Dravidian Languages using TF-IDF Char N-grams and MuRIL—0
Retrieval, Re-ranking and Multi-task Learning for Knowledge-Base Question Answering—0
BERT meets Cranfield: Uncovering the Properties of Full Ranking on Fully Labeled Data—0
Sentiment Analysis of Dravidian Code Mixed Data—0
Spellchecking for Children in Web Search: a Natural Language Interface Case-study—0
Large-Scale Approximate k-NN Graph Construction on GPUCode0
TREC 2020 Podcasts Track Overview—0
A PSO Strategy of Finding Relevant Web Documents using a New Similarity Measure—0
Unsupervised Multi-Index Semantic HashingCode0
Fairness in Ranking: A Survey—0
Semantic Enrichment of Pretrained Embedding Output for Unsupervised IR—0
Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness—0
A General Framework for Learning Prosodic-Enhanced Representation of Rap Lyrics—0
The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures—0
Dynamic Model for Query-Document Expansion towards Improving Retrieval Relevance—0
The impact of using biased performance metrics on software defect prediction research—0
IRLI: Iterative Re-partitioning for Learning to Index—0
TripClick: The Log Files of a Large Health Web Search EngineCode0
Usability Evaluation for Online Professional Search in the Dutch Archaeology Domain—0
The effects of having lists of synonyms on the performance of Afaan Oromo Text Retrieval system—0
A Linguistic Study on Relevance Modeling in Information Retrieval—0
An Efficient Indexing and Searching Technique for Information Retrieval for Urdu Language—0
LRG at TREC 2020: Document Ranking with XLNet-Based Models—0
Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features via Acoustic Domain Adaptation—0
Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard—0
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All datasetsBSARDMS MARCOCQADupStackTREC-PMAmazonMSLR WEB30KMSMARCOMTEBNews HeadlinesOhsumed

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78—Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63—Unverified
3BM25Recall@10051.33—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58—Unverified
2ConAE-256Time (ms)0.33—Unverified
3ConAE-128Time (ms)0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16—Unverified
2TSDAEmAP@1000.15—Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56—Unverified
2hpictallinfNDCG0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32—Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25—Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79—Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25—Unverified