Math Word Problem Solving
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A math word problem is a mathematical exercise (such as in a textbook, worksheet, or exam) where significant background information on the problem is presented in ordinary language rather than in mathematical notation. As most word problems involve a narrative of some sort, they are sometimes referred to as story problems and may vary in the amount of technical language used.
코드
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://github.com/Mind23-2/MindCode-161
https://github.com/MindCode-4/code-3/tree/main/deberta
https://github.com/MindCode-4/code-3/tree/main/deberta_v2
https://github.com/MindSpore-scientific-2/code-14/tree/main/llama
https://github.com/NVIDIA/NeMo-Skills
OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data
https://github.com/RUCAIBox/LLMBox
https://github.com/ShayekhBinIslam/openrag
https://github.com/ShichaoSun/math_seq2tree
https://github.com/SumbeeLei/Math_EN
https://github.com/abhaskumarsinha/Corpus2GPT
https://github.com/aethercortex/llama-x
https://github.com/ajs7270/placevalue-benchmark
https://github.com/akanyaani/miniLLAMA
https://github.com/allanj/dynamic-pal
https://github.com/andrewschreiber/hs-math-nlp
https://github.com/aozhongzhang/magr
https://github.com/batsresearch/alfred
https://github.com/beomi/koalpaca
https://github.com/berniwal/DeepLearningProject
https://github.com/chang-github-00/llm-predictive-decoding
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations
https://github.com/chaoyi-wu/finetune_llama
https://github.com/chaoyi-wu/pmc-llama
https://github.com/coastalcph/eu-politics-llms
https://github.com/consequentai/fneval
https://github.com/debjitpaul/refiner
Are NLP Models really able to Solve Simple Math Word Problems?
https://github.com/deepmind/mathematics_dataset
https://github.com/dlvuldet/primevul
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
https://github.com/ecnu-icalk/educhat
https://github.com/ecolab-postech/owq
https://github.com/emrgnt-cmplxty/zero-shot-replication
Sparks of Artificial General Intelligence: Early experiments with GPT-4
https://github.com/eternityyw/tram-benchmark
https://github.com/facebookresearch/chai
https://github.com/facebookresearch/fairseq2
https://github.com/facebookresearch/minif2f
Measuring Mathematical Problem Solving With the MATH Dataset
https://github.com/facico/chinese-vicuna
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.