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Information Retrieval

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하위 태스크: 6
평가표: 33
보존된 평가 기록: 17

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

<span style="color:grey; opacity: 0.6">( Image credit: sudhanshumittal )</span>

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://bitbucket.org/TomKenter/attentive-memory-networks-code

공식 코드

Attentive Memory Networks: Efficient Machine Reading for Conversational Search

https://bitbucket.org/gg42554/cl-sts

공식 코드

A Resource-Light Method for Cross-Lingual Semantic Textual Similarity

https://github.com/AGRamirezz/Decoding-Neural-Activity-to-Reconstruct-and-Generate-Music-Stimuli

공식 코드

EEG2Mel: Reconstructing Sound from Brain Responses to Music

https://github.com/AISDC/CookieNetAE

공식 코드

Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval

https://github.com/AISDC/DNNTrainerFlow

공식 코드

Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval

https://github.com/AMAAI-Lab/MidiCaps

공식 코드

MidiCaps: A large-scale MIDI dataset with text captions

https://github.com/AMAAI-Lab/megamusicaps

공식 코드

MIRFLEX: Music Information Retrieval Feature Library for Extraction

https://github.com/AdeDZY/DeepCT

공식 코드

Context-Aware Sentence/Passage Term Importance Estimation For First Stage Retrieval

https://github.com/AhmedHussKhalifa/Dense_Passage_Retrieval_in_Conversational_Search

공식 코드

Dense Passage Retrieval in Conversational Search

https://github.com/AkariAsai/CORA

공식 코드

One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval

https://github.com/Albert-Ma/PROP

공식 코드

PROP: Pre-training with Representative Words Prediction for Ad-hoc Retrieval

https://github.com/Alec-Wright/OpenAmp

공식 코드

Open-Amp: Synthetic Data Framework for Audio Effect Foundation Models

https://github.com/AlexMoreo/learning-to-weight

공식 코드

Learning to Weight for Text Classification

https://github.com/Ali-Forootani/multi_llm

공식 코드

Bio-Eng-LMM AI Assist chatbot: A Comprehensive Tool for Research and Education

https://github.com/AmeyHengle/multilingual-needle-in-a-haystack

공식 코드

Multilingual Needle in a Haystack: Investigating Long-Context Behavior of Multilingual Large Language Models

https://github.com/Ariya12138/CORAL

공식 코드

CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation

https://github.com/ArthurSBianchessi/BAM

공식 코드

Bayesian Attention Mechanism: A Probabilistic Framework for Positional Encoding and Context Length Extrapolation

https://github.com/Atomu2014/product-nets-distributed

공식 코드

Product-based Neural Networks for User Response Prediction over Multi-field Categorical Data

https://github.com/AuvaLab/itext2kg

공식 코드

iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models

https://github.com/C4AI/Pira

공식 코드

Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean

https://github.com/CLARIN-PL/PUGG

공식 코드

Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction

https://github.com/CPJKU/DeepGenIR

공식 코드

A Modern Perspective on Query Likelihood with Deep Generative Retrieval Models

https://github.com/CPJKU/audioLIME

공식 코드

audioLIME: Listenable Explanations Using Source Separation

https://github.com/CPJKU/information_retrieval_fairness_debiasing

공식 코드

Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT Rankers

https://github.com/CarlWangChina/MuChin

공식 코드

MuChin: A Chinese Colloquial Description Benchmark for Evaluating Language Models in the Field of Music

https://github.com/CharizardAcademy/modoc

공식 코드

MODOC: A Modular Interface for Flexible Interlinking of Text Retrieval and Text Generation Functions

https://github.com/CharlesPDX/explainable-tar

공식 코드

Opening the TAR Black Box: Developing an Interpretable System for eDiscovery Using the Fuzzy ARTMAP Neural Network

https://github.com/Clench/TAR_resAE

공식 코드

TAR: Generalized Forensic Framework to Detect Deepfakes using Weakly Supervised Learning

https://github.com/CompNet/CharNetReview

공식 코드

Extraction and Analysis of Fictional Character Networks: A Survey

https://github.com/CreativeCodingLab/FathomGPT

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FathomGPT: A Natural Language Interface for Interactively Exploring Ocean Science Data

https://github.com/Cyril-JZ/InteR

공식 코드

Synergistic Interplay between Search and Large Language Models for Information Retrieval

https://github.com/DAVID-NGUYEN-S16/SemViQA

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SemViQA: A Semantic Question Answering System for Vietnamese Information Fact-Checking

https://github.com/DI4IR/SIGIR2021

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Learning Passage Impacts for Inverted Indexes

https://github.com/Darel13712/pretrained-audio-representations

공식 코드

Comparative Analysis of Pretrained Audio Representations in Music Recommender Systems

https://github.com/DataScienceUIBK/PlausibleQA

공식 코드

Wrong Answers Can Also Be Useful: PlausibleQA -- A Large-Scale QA Dataset with Answer Plausibility Scores

https://github.com/DataScienceUIBK/Rankify

공식 코드

Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.