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 2351–2400 of 4740 papers

TitleStatusHype
JNLP Team: Deep Learning for Legal Processing in COLIEE 2020Code0
BioNerFlair: biomedical named entity recognition using flair embedding and sequence taggerCode0
Cross-Lingual Document Retrieval with Smooth LearningCode0
Crime event localization and deduplication—0
CURE: Collection for Urdu Information Retrieval Evaluation and Ranking—0
Ad-hoc Document Retrieval using Weak-Supervision with BERT and GPT2—0
Querying Across Genres for Medical Claims in News—0
Do ``Undocumented Workers'' == ``Illegal Aliens''? Differentiating Denotation and Connotation in Vector Spaces—0
Information retrieval for animal disease surveillance: a pattern-based approach.—0
Incorporating Multimodal Information in Open-Domain Web Keyphrase Extraction—0
Service-oriented Text-to-SQL Parsing—0
Detecting Trending Terms in Cybersecurity Forum Discussions—0
Towards Grounding of Formulae—0
Cheap IR Evaluation: Fewer Topics, No Relevance Judgements, and Crowdsourced Assessments—0
CLIRMatrix: A massively large collection of bilingual and multilingual datasets for Cross-Lingual Information Retrieval—0
Embedding Meta-Textual Information for Improved Learning to Rank—0
A Clarifying Question Selection System from NTES_ALONG in Convai3 Challenge—0
Constraint Translation Candidates: A Bridge between Neural Query Translation and Cross-lingual Information Retrieval—0
Exploiting Neural Query Translation into Cross Lingual Information Retrieval—0
Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies—0
Migratable AI: Personalizing Dialog Conversations with migration context—0
S_Covid: An Engine to Explore COVID-19 Scientific Literature—0
PROP: Pre-training with Representative Words Prediction for Ad-hoc RetrievalCode0
Subtitles to Segmentation: Improving Low-Resource Speech-to-Text Translation Pipelines—0
Surprise: Result List Truncation via Extreme Value Theory—0
LANNS: A Web-Scale Approximate Nearest Neighbor Lookup System—0
CUSATNLP@HASOC-Dravidian-CodeMix-FIRE2020:Identifying Offensive Language from ManglishTweets—0
Differentiable Top-k with Optimal Transport—0
A Transformer Based Pitch Sequence Autoencoder with MIDI Augmentation—0
Modeling the Music Genre Perception across Language-Bound CulturesCode0
On the Fundamental Limits of Cache-aided Multiuser Private Information Retrieval—0
Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers' Conversations in Hybrid Cloud Operations—0
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs—0
Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP)—0
Beyond [CLS] through Ranking by Generation—0
Code to Comment "Translation": Data, Metrics, Baselining & Evaluation—0
Agent Assist through Conversation Analysis—0
Evaluating a Generative Adversarial Framework for Information Retrieval—0
Visual Exploration and Knowledge Discovery from Biomedical Dark Data—0
PerKey: A Persian News Corpus for Keyphrase Extraction and Generation—0
Towards a Natural Language Query Processing System—0
A Comparative Study of Feature Types for Age-Based Text ClassificationCode0
Using the Hammer Only on Nails: A Hybrid Method for Evidence Retrieval for Question Answering—0
Claraprint: a chord and melody based fingerprint for western classical music cover detectionCode0
Learning a Lie Algebra from Unlabeled Data Pairs—0
The Capacity of Multi-user Private Information Retrieval for Computationally Limited Databases—0
Event Presence Prediction Helps Trigger Detection Across Languages—0
Aspect Classification for Legal Depositions—0
Brown University at TREC Deep Learning 2019—0
A Fast Randomized Algorithm for Finding the Maximal Common Subsequences—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