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Logical Reasoning

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

전체 기법전체 데이터셋

하위 태스크

22

평가표

10

보존된 평가 기록

65

코드

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

https://github.com/krisaesoey/atomictranslation

공식 코드

Rule Learning as Machine Translation using the Atomic Knowledge Bank

https://github.com/kuangdai/sofa

공식 코드

Deep Learning Evidence for Global Optimality of Gerver's Sofa

https://github.com/kulinshah98/llm-reasoning-logic-puzzles

공식 코드

Causal Language Modeling Can Elicit Search and Reasoning Capabilities on Logic Puzzles

https://github.com/kumar-shridhar/distiiling-lm

공식 코드

Distilling Reasoning Capabilities into Smaller Language Models

https://github.com/kumuji/anomaly-benchmark-suite

공식 코드

OoDIS: Anomaly Instance Segmentation Benchmark

https://github.com/kumuji/ugains

공식 코드

OoDIS: Anomaly Instance Segmentation Benchmark

https://github.com/laihuiyuan/eval-formality-transfer

공식 코드

Human Judgement as a Compass to Navigate Automatic Metrics for Formality Transfer

https://github.com/laiyao1/arithmetictree

공식 코드

Scalable and Effective Arithmetic Tree Generation for Adder and Multiplier Designs

https://github.com/lalalamdbf/tpreasoner

공식 코드

Thought-Path Contrastive Learning via Premise-Oriented Data Augmentation for Logical Reading Comprehension

https://github.com/lamm-mit/mechagents

공식 코드

MechAgents: Large language model multi-agent collaborations can solve mechanics problems, generate new data, and integrate knowledge

https://github.com/lamps-lab/ETDMiner

공식 코드

ETDPC: A Multimodality Framework for Classifying Pages in Electronic Theses and Dissertations

https://github.com/lanjiuqing64/kgdata

공식 코드

ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs

https://github.com/lavi-lab/navillm

공식 코드

Towards Learning a Generalist Model for Embodied Navigation

https://github.com/lcfractal/vlnrem

공식 코드

Vision-Language Navigation with Random Environmental Mixup

https://github.com/lexisnexis-risk-open-source/ledetection

공식 코드

LEDetection: A Simple Framework for Semi-Supervised Few-Shot Object Detection

https://github.com/lgw863/LogiQA-dataset

공식 코드

LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning

https://github.com/lhrlab/nqe

공식 코드

NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs

https://github.com/liangcici/CITL-VLN

공식 코드

Contrastive Instruction-Trajectory Learning for Vision-Language Navigation

https://github.com/linxueyuanstdio/tflex

공식 코드

TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph

https://github.com/lis-epfl/vswarm

공식 코드

Vision-based Drone Flocking in Outdoor Environments

https://github.com/liuaishan/SpatiotemporalAttack

공식 코드

Spatiotemporal Attacks for Embodied Agents

https://github.com/liuchengyuan123/l2tviacounterfactualsamples

공식 코드

Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples

https://github.com/lizn-zn/nesy-programming

공식 코드

Neuro-symbolic Learning Yielding Logical Constraints

https://github.com/ljcleo/agent_sense

공식 코드

AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios

https://github.com/lkaesberg/decision-protocols

공식 코드

Voting or Consensus? Decision-Making in Multi-Agent Debate

https://github.com/llmpfc/icml24sub

공식 코드

Improving Planning with Large Language Models: A Modular Agentic Architecture

https://github.com/locuslab/SATNet

공식 코드

SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver

https://github.com/longbai1006/endouic

공식 코드

EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy

https://github.com/lorafib/LumiPath

공식 코드

LumiPath -- Towards Real-time Physically-based Rendering on Embedded Devices

https://github.com/lorebianchi98/fg-clip

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Is CLIP the main roadblock for fine-grained open-world perception?

https://github.com/lorifranke/FiberStars

공식 코드

FiberStars: Visual Comparison of Diffusion Tractography Data between Multiple Subjects

https://github.com/lpercc/ha3d_simulator

공식 코드

Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions

https://github.com/lrj-2000/nngtl

공식 코드

NNgTL: Neural Network Guided Optimal Temporal Logic Task Planning for Mobile Robots

https://github.com/ltluttmann/marl4msprp

공식 코드

Learning to Solve the Min-Max Mixed-Shelves Picker-Routing Problem via Hierarchical and Parallel Decoding

https://github.com/ltroin/Smartybench

공식 코드

Socrates or Smartypants: Testing Logic Reasoning Capabilities of Large Language Models with Logic Programming-based Test Oracles

https://github.com/lucapodo/v-recs

공식 코드

V-RECS, a Low-Cost LLM4VIS Recommender with Explanations, Captioning and Suggestions

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