SOTAVerified

Information Retrieval

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

( Image credit: sudhanshumittal )

Papers

Showing 18011850 of 4740 papers

TitleStatusHype
Extended Named Entity Recognition API and Its Applications in Language Education0
A Transformer Based Pitch Sequence Autoencoder with MIDI Augmentation0
Extending MovieLens-32M to Provide New Evaluation Objectives0
Extending NegEx with Kernel Methods for Negation Detection in Clinical Text0
Extending Text Informativeness Measures to Passage Interestingness Evaluation (Language Model vs. Word Embedding)0
Extending the adverbial coverage of a French morphological lexicon0
Extracting Complex Named Entities in Legal Documents via Weakly Supervised Object Detection0
Extracting hypernym relations from Wikipedia disambiguation pages : comparing symbolic and machine learning approaches0
Extracting Latent Attributes from Video Scenes Using Text as Background Knowledge0
Extracting News Web Page Creation Time with DCTFinder0
Extracting Relations between Non-Standard Entities using Distant Supervision and Imitation Learning0
Extracting semantic relations from Portuguese corpora using lexical-syntactic patterns0
Extracting Unlearned Information from LLMs with Activation Steering0
Extracting Weighted Language Lexicons from Wikipedia0
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search0
Extraction of Evolution Descriptions from the Web0
Extractive Summarization by Aggregating Multiple Similarities0
Fixing Data That Hurts Performance: Cascading LLMs to Relabel Hard Negatives for Robust Information Retrieval0
Eye Movements Biometrics: A Bibliometric Analysis from 2004 to 20190
Faceted classification: management and use0
Facial Electromyography-based Adaptive Virtual Reality Gaming for Cognitive Training0
Facilitating the Manual Annotation of Sounds When Using Large Taxonomies0
Fact Checking: Task definition and dataset construction0
Factored couplings in multi-marginal optimal transport via difference of convex programming0
Factory of realities: on the emergence of virtual spatiotemporal structures0
FJWU Participation for the WMT21 Biomedical Translation Task0
A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation0
FAIR: Fairness-Aware Information Retrieval Evaluation0
Fairness in Information Access Systems0
CFO: A Framework for Building Production NLP Systems0
Cross-language Information Retrieval0
FAIR-QR: Enhancing Fairness-aware Information Retrieval through Query Refinement0
A Preliminary Study of Croatian Lexical Substitution0
FALCONEye: Finding Answers and Localizing Content in ONE-hour-long videos with multi-modal LLMs0
A Preliminary Study on Using Meta-learning Technique for Information Retrieval0
Hyperdimensional Quantum Factorization0
Character Alignment in Morphologically Complex Translation Sets for Related Languages0
Farasa: A Fast and Furious Segmenter for Arabic0
Fast and Robust Compressive Summarization with Dual Decomposition and Multi-Task Learning0
Character-Aware Neural Networks for Arabic Named Entity Recognition for Social Media0
Fast Generating A Large Number of Gumbel-Max Variables0
Fast Gumbel-Max Sketch and its Applications0
FastHybrid: A Hybrid Model for Efficient Answer Selection0
Analysis of Robocode Robot Adaptive Confrontation Based on Zero-Sum Game0
Fast Kronecker product kernel methods via generalized vec trick0
Fast Metric Learning For Deep Neural Networks0
Cross-Language Authorship Attribution0
Cross-language Article Linking Using Cross-Encyclopedia Entity Embedding0
Fast Query Expansion on an Accounting Corpus using Sub-Word Embeddings0
ARTEMIS-DA: An Advanced Reasoning and Transformation Engine for Multi-Step Insight Synthesis in Data Analytics0
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Benchmark Results

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