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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/ainativehealth/goodmedicalcoder

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Large language models are good medical coders, if provided with tools

https://github.com/aiondemand/aiod-chatbot

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Talk2X -- An Open-Source Toolkit Facilitating Deployment of LLM-Powered Chatbots on the Web

https://github.com/air-bench/air-bench

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AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark

https://github.com/airi-institute/arigraph

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AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents

https://github.com/airsplay/VisualRelationships

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Expressing Visual Relationships via Language

https://github.com/aita-ai4ed/aita

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AI-TA: Towards an Intelligent Question-Answer Teaching Assistant using Open-Source LLMs

https://github.com/aitsc/text-representation

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Coherence-Based Distributed Document Representation Learning for Scientific Documents

https://github.com/ajaech/twittercommunities

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Community Member Retrieval on Social Media using Textual Information

https://github.com/ajd12342/why-winoground-hard

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Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality

https://github.com/ajgallego/document-image-binarization

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A selectional auto-encoder approach for document image binarization

https://github.com/ajhamdi/MVTN

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MVTN: Multi-View Transformation Network for 3D Shape Recognition

https://github.com/ajhamdi/mvtorch

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MVTN: Learning Multi-View Transformations for 3D Understanding

https://github.com/ajhamdi/vointcloud

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Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding

https://github.com/akariasai/evidentiality_qa

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Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks

https://github.com/akariasai/openscholar

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OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

https://github.com/akariasai/openscholar_experteval

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OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

https://github.com/akariasai/scholarbench

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OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

https://github.com/aken12/LLM-based-QE-fails

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LLM-based Query Expansion Fails for Unfamiliar and Ambiguous Queries

https://github.com/akoepke/audio-retrieval-benchmark

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Audio Retrieval with Natural Language Queries: A Benchmark Study

https://github.com/albanie/collaborative-experts

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TEACHTEXT: CrossModal Generalized Distillation for Text-Video Retrieval

https://github.com/albert-jin/rce-kgqa

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Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain Reasoning

https://github.com/albert-ma/costa

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Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span Prediction

https://github.com/ale9806/open_clip_with_biomedica

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BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature

https://github.com/alejandrodl/drum-sample-retrieval-vocalisation

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Deep Conditional Representation Learning for Drum Sample Retrieval by Vocalisation

https://github.com/alessiospuriomancini/seismoML

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Towards fast machine-learning-assisted Bayesian posterior inference of microseismic event location and source mechanism

https://github.com/alestolfo/lm-arithmetic

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A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

https://github.com/alevas/xai_similarity_transformers

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Explaining Text Similarity in Transformer Models

https://github.com/alex-haochenli/reco

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Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search

https://github.com/alex-oesterling/multigroup-proportional-representation

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Multi-Group Proportional Representation in Retrieval

https://github.com/alexTsaptsinos/lyricsHAN

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Lyrics-Based Music Genre Classification Using a Hierarchical Attention Network

https://github.com/alexandersagel/kshs

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Dynamic Texture Recognition via Nuclear Distances on Kernelized Scattering Histogram Spaces

https://github.com/alexeybokhovkin/CAD-Deform

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CAD-Deform: Deformable Fitting of CAD Models to 3D Scans

https://github.com/alexjonesnlp/xlanalysis5k

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A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space

https://github.com/alexlecu/llmkgraph

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Knowledge Graph-Driven Retrieval-Augmented Generation: Integrating Deepseek-R1 with Weaviate for Advanced Chatbot Applications

https://github.com/alexlimh/cec-ranking

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Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking

https://github.com/alexmartin1722/wikivideo

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WikiVideo: Article Generation from Multiple Videos

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