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Retrieval

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전체 기법 전체 데이터셋

하위 태스크: 3
평가표: 11
보존된 평가 기록: 19

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

코드

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

https://github.com/silin159/comfact

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ComFact: A Benchmark for Linking Contextual Commonsense Knowledge

https://github.com/sim1bet/Input-Driven-Hopfield

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Input-Driven Dynamics for Robust Memory Retrieval in Hopfield Networks

https://github.com/simbianai/taskgen

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TaskGen: A Task-Based, Memory-Infused Agentic Framework using StrictJSON

https://github.com/simonucl/adv-retreival-icl

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Evaluating and Safeguarding the Adversarial Robustness of Retrieval-Based In-Context Learning

https://github.com/simula/soccer-rag

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SoccerRAG: Multimodal Soccer Information Retrieval via Natural Queries

https://github.com/sino7/predictive_coding_associative_memories

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On the Relationship Between Variational Inference and Auto-Associative Memory

https://github.com/siqilii/retrieve-and-demonstration-st

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Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach

https://github.com/sjpark5800/la-detr

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Length-Aware DETR for Robust Moment Retrieval

https://github.com/skleee/GLEN

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GLEN: Generative Retrieval via Lexical Index Learning

https://github.com/skoltech-nlp/formality

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Detecting Text Formality: A Study of Text Classification Approaches

https://github.com/skydustz/aec-domain-corpora

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Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC Domain

https://github.com/skyline-9/visionary-vids

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Joint Moment Retrieval and Highlight Detection Via Natural Language Queries

https://github.com/skyriver-2000/trad-official

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TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision

https://github.com/slanglab/IndiaPoliceEvents

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Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence

https://github.com/sleeepeer/poisonedrag

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PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models

https://github.com/slinusc/medical_RAG_system

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Efficient and Reproducible Biomedical Question Answering using Retrieval Augmented Generation

https://github.com/slowwavesleep/sonajaht

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Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation

https://github.com/slvcsl/patentsilverstandard

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Creating a silver standard for patent simplification

https://github.com/smallporridge/assistrag

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AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant

https://github.com/smallporridge/trustworthyrag

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Trustworthiness in Retrieval-Augmented Generation Systems: A Survey

https://github.com/smartyfh/infocqr

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Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting

https://github.com/smsharma/paperclip-hubble

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PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal Models

https://github.com/smt-HS/CE3

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Corpus-Level End-to-End Exploration for Interactive Systems

https://github.com/smt-HS/DeepTileBars-release

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DeepTileBars: Visualizing Term Distribution for Neural Information Retrieval

https://github.com/snap-stanford/stark

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STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases

https://github.com/snowstormfly/cross-modal-retrieval-mlagt

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Zero-shot sketch-based remote sensing image retrieval based on multi-level and attention-guided tokenization

https://github.com/snowteam2023/medrag

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MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot

https://github.com/snu-drl/isotropicir

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Isotropic Representation Can Improve Dense Retrieval

https://github.com/sobhanhemati/Efficient-Spectral-Hashing-ESH-

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A non-alternating graph hashing algorithm for large scale image search

https://github.com/socialcomplab/recsys21-relistening-actr

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Predicting Music Relistening Behavior Using the ACT-R Framework

https://github.com/socialfoundations/tttlm

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Test-Time Training on Nearest Neighbors for Large Language Models

https://github.com/sohamtiwari3120/yoho-on-voice

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Evaluating robustness of You Only Hear Once(YOHO) Algorithm on noisy audios in the VOICe Dataset

https://github.com/som-shahlab/clinfo.ai

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Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific Literature

https://github.com/somiltg/orconvqa-release

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Role of Attentive History Selection in Conversational Information Seeking

https://github.com/sonalkum/compun

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Do Vision-Language Models Understand Compound Nouns?

https://github.com/songguoli87/HMGP

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Harmonized Multimodal Learning with Gaussian Process Latent Variable Models

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