https://github.com/zou-group/avatar
공식 코드AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models
MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine
CuriousLLM: Elevating Multi-Document QA with Reasoning-Infused Knowledge Graph Prompting
Grain: Improving Data Efficiency of Graph Neural Networks via Diversified Influence Maximization
SHINE: Saliency-aware HIerarchical NEgative Ranking for Compositional Temporal Grounding
Variational Reasoning over Incomplete Knowledge Graphs for Conversational Recommendation
MELLM: Exploring LLM-Powered Micro-Expression Understanding Enhanced by Subtle Motion Perception
Large Language Models for Scientific Synthesis, Inference and Explanation
Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design
Knowledge Graph informed Fake News Classification via Heterogeneous Representation Ensembles
Contextual Semantic Embeddings for Ontology Subsumption Prediction
Universal Preprocessing Operators for Embedding Knowledge Graphs with Literals
End-to-End Entity Classification on Multimodal Knowledge Graphs
Conversations in Galician: a Large Language Model for an Underrepresented Language
Generative AI Enhanced Financial Risk Management Information Retrieval
From English to ASIC: Hardware Implementation with Large Language Model
Legal Documents Drafting with Fine-Tuned Pre-Trained Large Language Model
TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools
TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools
Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
BRAINTEASER: Lateral Thinking Puzzles for Large Language Models
MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.