Papers with Code 아카이브
General Knowledge
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
- 하위 태스크
- 7
- 평가표
- 1
- 보존된 평가 기록
- 2
This task aims to evaluate the ability of a model to answer general-knowledge questions.
Source: BIG-bench
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
A Language-Driven Framework for Improving Personalized Recommendations: Merging LLMs with Traditional Algorithms
LumiCRS: Asymmetric Contrastive Prototype Learning for Long-Tail Conversational Movie Recommendation
Reinforcement Fine-Tuning Naturally Mitigates Forgetting in Continual Post-Training
Unveiling Causal Reasoning in Large Language Models: Reality or Mirage?
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora
Constructing and Evaluating Declarative RAG Pipelines in PyTerrier
Intelligent Design 4.0: Paradigm Evolution Toward the Agentic AI Era
Improving Personalized Search with Regularized Low-Rank Parameter Updates
MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs
STELLA: Towards Protein Function Prediction with Multimodal LLMs Integrating Sequence-Structure Representations
HSSBench: Benchmarking Humanities and Social Sciences Ability for Multimodal Large Language Models
Retrieval-Augmented Generation as Noisy In-Context Learning: A Unified Theory and Risk Bounds
HELM: Hyperbolic Large Language Models via Mixture-of-Curvature Experts
MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization
GenKI: Enhancing Open-Domain Question Answering with Knowledge Integration and Controllable Generation in Large Language Models
BnMMLU: Measuring Massive Multitask Language Understanding in Bengali
A General Knowledge Injection Framework for ICD Coding
HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation
Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models
Evaluating Large Language Model with Knowledge Oriented Language Specific Simple Question Answering
CRAFT: Training-Free Cascaded Retrieval for Tabular QA
Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives
PoisonArena: Uncovering Competing Poisoning Attacks in Retrieval-Augmented Generation
GenKnowSub: Improving Modularity and Reusability of LLMs through General Knowledge Subtraction
Who You Are Matters: Bridging Topics and Social Roles via LLM-Enhanced Logical Recommendation
Semantic Caching of Contextual Summaries for Efficient Question-Answering with Language Models
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models
Pre-training vs. Fine-tuning: A Reproducibility Study on Dense Retrieval Knowledge Acquisition
GRADA: Graph-based Reranker against Adversarial Documents Attack
From Knowledge to Reasoning: Evaluating LLMs for Ionic Liquids Research in Chemical and Biological Engineering
Latte: Transfering LLMs` Latent-level Knowledge for Few-shot Tabular Learning
VLM Q-Learning: Aligning Vision-Language Models for Interactive Decision-Making
Tell Me the Good Stuff: User Preferences in Movie Recommendation Explanations
Enhancing Target-unspecific Tasks through a Features Matrix
Learning Unknown Spoof Prompts for Generalized Face Anti-Spoofing Using Only Real Face Images
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.