Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-llm-reasoning
Collections of resources for LLM reasoning, including papers, codes and data.
https://github.com/4IK1d/awesome-llm-reasoning
- Evaluating Object Hallucination in Large Vision-Language Models - 76F3) | [MSCOCO](https://cocodataset.org/) / [SQA](https://www.microsoft.com/en-us/download/details.aspx?id=54253) / [A-OKVQA](https://allenai.org/project/a-okvqa/home) / [GQA](https://cs.stanford.edu/people/dorarad/gqa/) |
- HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models
- Chain-of-Thought Hub: A Continuous Effort to Measure Large Language Models' Reasoning Performance - of-thought-hub](https://github.com/FranxYao/chain-of-thought-hub) | [chain-of-thought-hub]([https://github.com/OpenBMB/ToolBench](https://github.com/FranxYao/chain-of-thought-hub)) |
- Awesome-Multimodal-Reasoning - Language Models, Multimodal Chain-of-Thought, Visual Inference, and others.
- Chain-of-ThoughtsPapers - of-Thought Prompting Elicits Reasoning in Large Language Models".
- LM-reasoning
- Prompt4ReasoningPapers
- ReasoningNLP
- Instruction-Tuning-Papers - tuning.
- Deep-Reasoning-Papers
- Awesome-LLM
- Tool Learning Papers
- Large Language Models are few(1)-shot Table Reasoners
- OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering
- REASTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples - LILY/ReasTAP) | [data](https://drive.google.com/drive/folders/1YRmRibz_fVZbrb2W1ynFWS6h-uwJw0oN?usp=sharing) |
- Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning - ConvAI) | [WikiTableQuestions](https://drive.google.com/drive/u/1/folders/14IAqJb9ObVDE5oOJouhkqgd_mn11PkYY) / [FetaQA](https://arxiv.org/pdf/2104.00369v1.pdf) | -->
Keywords
large-language-models
3
prompt-learning
3
chain-of-thought
2
gpt-3
2
in-context-learning
2
natural-language-processing
2
codex
1
palm
1
artificial-intelligence
1
awesome-list
1
chatgpt
1
deductive-reasoning
1
human-intelligence
1
language-modeling
1
language-models
1
llm
1
paper-list
1
prompt-engineering
1
reasoning
1
cross-task-generalization
1
generalization
1
instruction
1
instruction-following
1
multi-task-learning
1
natural-language-generation
1
natural-language-understanding
1
logical-reasoning
1
modularity
1
neural-symbolic-reasoning
1
physical-reasoning
1
planning
1
visual-reasoning
1