Papers with Code 아카이브

Mathematical Question Answering

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

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하위 태스크: 1
평가표: 2
보존된 평가 기록: 10

Building systems that automatically answer mathematical questions.

코드

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

https://github.com/microsoft/tora

공식 코드

ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving

https://github.com/mingliangzhang2018/PGDP

공식 코드

Plane Geometry Diagram Parsing

https://github.com/mistralai/mistral-src

공식 코드

Mistral 7B

https://github.com/neurasearch/geometry-diagram-description

공식 코드

GOLD: Geometry Problem Solver with Natural Language Description

https://github.com/neurasearch/neurips-2022-submission-3358

공식 코드

ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler

https://github.com/ofa-sys/gsm8k-screl

공식 코드

MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning

https://github.com/openai/prm800k

공식 코드

Let's Verify Step by Step

https://github.com/paperswithcode/galai

공식 코드

Galactica: A Large Language Model for Science

https://github.com/pdx97/sbi-rag_neurips2024

공식 코드

SBI-RAG: Enhancing Math Word Problem Solving for Students through Schema-Based Instruction and Retrieval-Augmented Generation

https://github.com/qtli/gsm-plus

공식 코드

GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers

https://github.com/qwenlm/qwen2

공식 코드

Qwen2 Technical Report

https://github.com/sallytan13/teaching-inspired-prompting

공식 코드

Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models

https://github.com/sfeng-m/real4mwp

공식 코드

Recall and Learn: A Memory-augmented Solver for Math Word Problems

https://github.com/starscream-11813/variational-mathematical-reasoning

공식 코드

Math Word Problem Solving by Generating Linguistic Variants of Problem Statements

https://github.com/the-jb/athena-math

공식 코드

ATHENA: Mathematical Reasoning with Thought Expansion

https://github.com/umass-ml4ed/reticl

공식 코드

RetICL: Sequential Retrieval of In-Context Examples with Reinforcement Learning

https://github.com/vernontoh/veritymath

공식 코드

VerityMath: Advancing Mathematical Reasoning by Self-Verification Through Unit Consistency

https://github.com/whu-zqh/dup

공식 코드

Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Better Solvers for Math Word Problems

https://github.com/wuhy68/parameter-efficient-moe

공식 코드

Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks

https://github.com/xuzhao0/model-selection-reasoning

공식 코드

Automatic Model Selection with Large Language Models for Reasoning

https://github.com/yale-nlp/knowledgemath

공식 코드

FinanceMath: Knowledge-Intensive Math Reasoning in Finance Domains

https://github.com/yangzhch6/alignedcot

공식 코드

AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations

https://github.com/yangzhch6/intermwp

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LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning

https://github.com/yetianjhu/alphallm

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Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

https://github.com/yiranwu0/mathchat

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MathChat: Converse to Tackle Challenging Math Problems with LLM Agents

https://github.com/yiyunya/RODA

공식 코드

Reverse Operation based Data Augmentation for Solving Math Word Problems

https://github.com/zhenwen-nlp/mathchat

공식 코드

MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions

https://github.com/zwq2018/multi-view-consistency-for-mwp

공식 코드

Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem

https://github.com/2003pro/Graph2Tree

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