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 1901–1950 of 4740 papers

TitleStatusHype
FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation—0
ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference—0
Bibliometric-enhanced Information Retrieval 10th Anniversary Workshop Edition—0
Fixing Data That Hurts Performance: Cascading LLMs to Relabel Hard Negatives for Robust Information Retrieval—0
FJWU Participation for the WMT21 Biomedical Translation Task—0
FLASH: Federated Learning-Based LLMs for Advanced Query Processing in Social Networks through RAG—0
ECNUCS: Measuring Short Text Semantic Equivalence Using Multiple Similarity Measurements—0
FormGym: Doing Paperwork with Agents—0
Biber Redux: Reconsidering Dimensions of Variation in American English—0
Fréchet Distance for Offline Evaluation of Information Retrieval Systems with Sparse Labels—0
An Interface for Annotating Science Questions—0
ECLIPSE: Contrastive Dimension Importance Estimation with Pseudo-Irrelevance Feedback for Dense Retrieval—0
Easy Web Search Results Clustering: When Baselines Can Reach State-of-the-Art Algorithms—0
Fretting-Transformer: Encoder-Decoder Model for MIDI to Tablature Transcription—0
Biased Dueling Bandits with Stochastic Delayed Feedback—0
Early Stage Sparse Retrieval with Entity Linking—0
From Audio to Symbolic Encoding—0
From Bytes to Biases: Investigating the Cultural Self-Perception of Large Language Models—0
Modularized Transfomer-based Ranking Framework—0
An Intent Taxonomy of Legal Case Retrieval—0
A Gradient Accumulation Method for Dense Retriever under Memory Constraint—0
Dynamic Thresholding Mechanisms for IR-Based Filtering in Efficient Source Code Plagiarism Detection—0
From Intervention to Domain Transportation: A Novel Perspective to Optimize Recommendation—0
From Keywords to Structured Summaries: Streamlining Scholarly Information Access—0
From Linguistic Resources to Ontology-Aware Terminologies: Minding the Representation Gap—0
Bf3R at SemEval-2018 Task 7: Evaluating Two Relation Extraction Tools for Finding Semantic Relations in Biomedical Abstracts—0
Dynamics of Adversarial Attacks on Large Language Model-Based Search Engines—0
DynamicRetriever: A Pre-training Model-based IR System with Neither Sparse nor Dense Index—0
Beyond Words: Deep Learning for Multiword Expressions and Collocations—0
An Intelligent Recommendation-cum-Reminder System—0
Dynamic Model for Query-Document Expansion towards Improving Retrieval Relevance—0
Dynamic Information Retrieval: Theoretical Framework and Application—0
Beyond Precision: A Study on Recall of Initial Retrieval with Neural Representations—0
An Integrated Search Framework for Leveraging the Knowledge-Based Web Ecosystem—0
A Gold Standard for CLIR evaluation in the Organic Agriculture Domain—0
Further Theoretical Study of Distribution Separation Method for Information Retrieval—0
A contrastive review of paraphrase acquisition techniques—0
A Calibration Method for Evaluation of Sentiment Analysis—0
Dynamic Entity Memory Network for Dialogue Relational Triplet Extraction—0
Fuzzy quantification for linguistic data analysis and data mining—0
FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering—0
Dynamic Difficulty Awareness Training for Continuous Emotion Prediction—0
DUTH at SemEval-2018 Task 2: Emoji Prediction in Tweets—0
GAR-meets-RAG Paradigm for Zero-Shot Information Retrieval—0
GASC: Genre-Aware Semantic Change for Ancient Greek—0
DUTH at SemEval-2017 Task 5: Sentiment Predictability in Financial Microblogging and News Articles—0
An Initial Test Collection for Ranked Retrieval of SMS Conversations—0
DUTH at SemEval-2017 Task 4: A Voting Classification Approach for Twitter Sentiment Analysis—0
Duplicate Detection in a Knowledge Base with PIKA—0
Duplicate Bug Report Detection With a Combination of Information Retrieval and Topic Modeling—0
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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