OpenCodePapers

question-answering-on-multitq

Question Answering
Dataset Link
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PaperCodeHits@1Hits@10ModelNameReleaseDate
Let the Agent Search: Autonomous Exploration Beats Rigid Workflows in Temporal Question Answering88.7AT2QA2026-03-02
TCC-RAG: Temporal Causal Chain-Guided RAG for Temporal Knowledge Graph Question Answering84.7TCC-RAG (DeepSeek-Chat)2026-10-28
TCC-RAG: Temporal Causal Chain-Guided RAG for Temporal Knowledge Graph Question Answering81.7TCC-RAG (GPT-4o mini)2026-10-28
Self-Improvement Programming for Temporal Knowledge Graph Question Answering79.791Prog-TQA2024-04-02
MemoTime: Memory-Augmented Temporal Knowledge Graph Enhanced Large Language Model Reasoning✓ Link77.9MemoTime (GPT-4-Turbo)2025-10-15
Plan of Knowledge: Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering77.9PoK2025-11-06
TCC-RAG: Temporal Causal Chain-Guided RAG for Temporal Knowledge Graph Question Answering76.2TCC-RAG (LLaMA 3.1 8B)2026-10-28
MemoTime: Memory-Augmented Temporal Knowledge Graph Enhanced Large Language Model Reasoning✓ Link73.0MemoTime (DeepSeek-V3)2025-10-15
0/1 Deep Neural Networks via Block Coordinate Descent72.8TimeR42022-06-19
MemoTime: Memory-Augmented Temporal Knowledge Graph Enhanced Large Language Model Reasoning✓ Link68.2MemoTime (Qwen3-32B)2025-10-15
MemoTime: Memory-Augmented Temporal Knowledge Graph Enhanced Large Language Model Reasoning✓ Link64.2MemoTime (GPT-4o-mini)2025-10-15
Temporal Knowledge Question Answering via Abstract Reasoning Induction✓ Link38ARI2023-11-15
Muti-view Mouse Social Behaviour Recognition with Deep Graphical Model✓ Link29.344.1MultiQA2020-11-04
Question Answering Over Temporal Knowledge Graphs✓ Link27.963.5CronKGQA2021-06-03
Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings✓ Link20.660.8EmbedKGQA2020-07-01
Llama 2: Open Foundation and Fine-Tuned Chat Models✓ Link18.5LLaMA22023-07-18
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations✓ Link10.845.9ALBERT2019-09-26
10.2ChatGPT
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding✓ Link8.348.2BERT2018-10-11
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter✓ Link8.348.4DistillBERT2019-10-02
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