SOTAVerified|Agents Browse Leaderboard About

Ad-Hoc Information Retrieval

Ad-hoc information retrieval refers to the task of returning information resources related to a user query formulated in natural language.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1–10 of 41 papers

Title	Date	Tasks	Status	Hype	Score
The Neural Hype and Comparisons Against Weak Baselines	Dec 1, 2018	Ad-Hoc Information RetrievalCultural Vocal Bursts Intensity Prediction	CodeCode Available	2	5
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval	May 23, 2022	Ad-Hoc Information RetrievalCPU	CodeCode Available	1	5
Disentangled Modeling of Domain and Relevance for Adaptable Dense Retrieval	Aug 11, 2022	Ad-Hoc Information RetrievalDomain Adaptation	CodeCode Available	1	5
Text Matching as Image Recognition	Feb 20, 2016	Ad-Hoc Information RetrievalText Matching	CodeCode Available	1	5
Document Ranking with a Pretrained Sequence-to-Sequence Model	Mar 14, 2020	Ad-Hoc Information RetrievalDocument Ranking	CodeCode Available	1	5
PARADE: Passage Representation Aggregation for Document Reranking	Aug 20, 2020	Ad-Hoc Information RetrievalDocument Ranking	CodeCode Available	1	5
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural Networks	Jan 30, 2023	Ad-Hoc Information RetrievalArticles	CodeCode Available	1	5
Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc Retrieval	Jun 30, 2017	Ad-Hoc Information RetrievalRetrieval	CodeCode Available	0	5
A Deep Relevance Matching Model for Ad-hoc Retrieval	Nov 23, 2017	Ad-Hoc Information RetrievalParaphrase Identification	CodeCode Available	0	5
Deep Relevance Ranking Using Enhanced Document-Query Interactions	Sep 5, 2018	Ad-Hoc Information RetrievalQuestion Answering	CodeCode Available	0	5

Show:10 25 50

← PrevPage 1 of 5Next →

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	monoT5-3B (zero-shot)	nDCG@20	0.61	—	Unverified
2	PARADE(ELECTRA)	nDCG@20	0.54	—	Unverified
3	CEDR-KNRM	nDCG@20	0.54	—	Unverified
4	PARADE(BERT)	nDCG@20	0.53	—	Unverified
5	BERT-MaxP	nDCG@20	0.47	—	Unverified
6	BERT-SumP	nDCG@20	0.47	—	Unverified
7	POSIT-DRMM-MV	nDCG@20	0.46	—	Unverified
8	Vanilla BERT	nDCG@20	0.45	—	Unverified
9	NPRF-DRMM	nDCG@20	0.45	—	Unverified
10	PACRR	nDCG@20	0.45	—	Unverified