Question Answering on MultiTQ

11개 결과 · ⬇ CSV · JSON

Hits@1

Rank	Model	Hits@1	Hits@10	Paper	Code	Year
1	Prog-TQA	79.7	91	Self-Improvement Programming for Temporal Knowledge Graph Question Answering		2024
2	TimeR4	72.8	–	0/1 Deep Neural Networks via Block Coordinate Descent		2022
3	ARI	38	–	Temporal Knowledge Question Answering via Abstract Reasoning Induction	czy1999/ari-qa	2023
4	MultiQA	29.3	44.1	Muti-view Mouse Social Behaviour Recognition with Deep Graphical Model	ZhehengJiang/MV-LADDM	2020
5	CronKGQA	27.9	63.5	Question Answering Over Temporal Knowledge Graphs	apoorvumang/CronKGQA · cmavro/tempoqr	2021
6	EmbedKGQA	20.6	60.8	Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings	malllabiisc/EmbedKGQA · jishnujayakumar/MLRC2020-EmbedKGQA	2020
7	LLaMA2	18.5	–	Llama 2: Open Foundation and Fine-Tuned Chat Models	facebookresearch/llama · llamafamily/llama-chinese · flagalpha/llama2-chinese · +16	2023
8	ALBERT	10.8	45.9	ALBERT: A Lite BERT for Self-supervised Learning of Language Representations	huggingface/transformers · tensorflow/models · PaddlePaddle/PaddleNLP · +45	2019
9	ChatGPT	10.2	–
10	DistillBERT	8.3	48.4	DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter	huggingface/transformers · PaddlePaddle/PaddleNLP · huggingface/swift-coreml-transformers · +34	2019
10	BERT	8.3	48.2	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	huggingface/transformers · tensorflow/models · labmlai/annotated_deep_learning_paper_implementations · +531	2018