Skip to content

Solve issues #216, #217, #220, #221, #222 #271

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
Najeeb-Shams wants to merge 16 commits into
base: v2.0
Choose a base branch
from
Open

Solve issues #216, #217, #220, #221, #222 #271

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
16 commits
Select commit Hold shift + click to select a range
7e05aff
Update LC-QuAD v2.md
debayan Jun 12, 2024
f238864
Update LC-QuAD v2.md
debayan Jun 12, 2024
d826fbb
Update LC-QuAD v2.md
debayan Jun 12, 2024
8238b5c
Update QALD-9-Plus-Wikidata.md
debayan Jun 12, 2024
ddb3ecb
Update TempQuestions.md
Najeeb-Shams Jun 12, 2024
8d5d4ea
Update PathQuestion - 2 Hops.md
Najeeb-Shams Jun 21, 2024
01b1a24
Update PathQuestion - 3 Hops.md
Najeeb-Shams Jun 21, 2024
f488e03
Update PathQuestion - 2 Hops.md
Najeeb-Shams Jun 21, 2024
d866ed4
Update PathQuestion-Large - 2 Hops.md
Najeeb-Shams Jun 21, 2024
c8ddeaa
Update PathQuestion-Large - 3 Hops.md
Najeeb-Shams Jun 21, 2024
7c68cd4
Update MetaQA - 1 Hop.md
Najeeb-Shams Jun 21, 2024
b710a08
Update MetaQA - 2 Hop.md
Najeeb-Shams Jun 21, 2024
ad58f30
Update MetaQA - 3 Hop.md
Najeeb-Shams Jun 21, 2024
a54c4f5
Update MetaQA - 2 Hop.md
Najeeb-Shams Jun 21, 2024
c89cd23
Update MetaQA - 3 Hop.md
Najeeb-Shams Jun 21, 2024
db923cc
Update WebQuestionsSP.md
Najeeb-Shams Jun 21, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
2 changes: 2 additions & 0 deletions dbpedia/LC-QuAD v2.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -5,6 +5,8 @@ datasetUrl: https://figshare.com/projects/LCQuAD_2_0/62270

| Model / System | Year | Precision | Recall | F1 | Hits@1 | Language | Reported by | Gold Entity |
| :-----------------------: | :--: | :-------: | :----: | :---: | :----: | :------: | :----------------------------------------------------------------------------------: | :---------: |
| TSET-Small | 2024 | - | - | 94.0 | - | EN | [Qi et al](https://www.mdpi.com/2076-3417/14/4/1521) | ✅ |
| TSET-Base | 2024 | - | - | 95.0 | - | EN | [Qi et al.](https://www.mdpi.com/2076-3417/14/4/1521) | ✅ |
| T5-Small | 2022 | - | - | 92 | - | EN | [Banerjee et al.](https://arxiv.org/pdf/2204.12793.pdf) | ✅ |
| T5-Base | 2022 | - | - | 91 | - | EN | [Banerjee et al.](https://arxiv.org/pdf/2204.12793.pdf) | ✅ |
| PGN-BERT-BERT | 2022 | - | - | 86 | - | EN | [Banerjee et al.](https://arxiv.org/pdf/2204.12793.pdf) | ✅ |
Expand Down
1 change: 1 addition & 0 deletions freebase/PathQuestion - 2 Hops.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -26,3 +26,4 @@
| HR-BiLSTM | 2022 | - | - | 76.8(Hits@1) | EN | [AlAgha, 2022](https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9834917) |
| MINERVA | 2022 | - | - | 75.9(Hits@1) | EN | [Wang et al.](https://arxiv.org/pdf/2206.01818.pdf) |
| Subgraph Embed | 2023 | - | - | 74.4 | EN | [Xu et al.](https://link.springer.com/chapter/10.1007/978-3-031-30672-3_40) |
| DSAMR | 2024 | - | - | 98.4 | EN | [Sun et al.](https://www.sciencedirect.com/science/article/pii/S0957417423035947)|
3 changes: 2 additions & 1 deletion freebase/PathQuestion - 3 Hops.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -26,4 +26,5 @@
| IRN | 2022 | - | - | 74.3(Hits@1) | EN | [AlAgha, 2022](https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9834917) |
| HR-BiLSTM | 2022 | - | - | 74.1(Hits@1) | EN | [AlAgha, 2022](https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9834917) |
| MINERVA | 2022 | - | - | 71.2(Hits@1) | EN | [Wang et al.](https://arxiv.org/pdf/2206.01818.pdf) |
| Subgraph Embed | 2023 | - | - | 50.6 | EN | [Xu et al.](https://link.springer.com/chapter/10.1007/978-3-031-30672-3_40) |
| Subgraph Embed | 2023 | - | - | 50.6 | EN | [Xu et al.](https://link.springer.com/chapter/10.1007/978-3-031-30672-3_40) |
| DSAMR | 2024 | - | - | 91.1 | EN | [Sun et al.](https://www.sciencedirect.com/science/article/pii/S0957417423035947) |
3 changes: 2 additions & 1 deletion freebase/PathQuestion-Large - 2 Hops.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -28,4 +28,5 @@
| UHop | 2022 | - | - | - | 97.5 | EN | [Wang et al.](https://aclanthology.org/2022.naacl-main.294.pdf) |
| HR-BiLSTM | 2022 | - | - | - | 97.5 | EN | [Wang et al.](https://aclanthology.org/2022.naacl-main.294.pdf) |
| ABWIM | 2022 | - | - | - | 94.3 | EN | [Wang et al.](https://aclanthology.org/2022.naacl-main.294.pdf) |
| KV-MemNN | 2022 | - | - | - | 72.2 | EN | [Wang et al.](https://aclanthology.org/2022.naacl-main.294.pdf) |
| KV-MemNN | 2022 | - | - | - | 72.2 | EN | [Wang et al.](https://aclanthology.org/2022.naacl-main.294.pdf) |
| DSAMR | 2024 | - | - | 95.6 | EN | [Sun et al.](https://www.sciencedirect.com/science/article/pii/S0957417423035947) |
3 changes: 2 additions & 1 deletion freebase/PathQuestion-Large - 3 Hops.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -27,4 +27,5 @@
| MRP-QA-marginal_prob | 2022 | - | - | - | 97.8 | EN | [Wang et al.](https://aclanthology.org/2022.naacl-main.294.pdf) |
| UHop | 2022 | - | - | - | 89.3 | EN | [Wang et al.](https://aclanthology.org/2022.naacl-main.294.pdf) |
| ABWIM | 2022 | - | - | - | 89.3 | EN | [Wang et al.](https://aclanthology.org/2022.naacl-main.294.pdf) |
| HR-BiLSTM | 2022 | - | - | - | 87.9 | EN | [Wang et al.](https://aclanthology.org/2022.naacl-main.294.pdf) |
| HR-BiLSTM | 2022 | - | - | - | 87.9 | EN | [Wang et al.](https://aclanthology.org/2022.naacl-main.294.pdf) |
| DSAMR | 2024 | - | - | 81.7 | EN | [Sun et al.](https://www.sciencedirect.com/science/article/pii/S0957417423035947) |
5 changes: 3 additions & 2 deletions freebase/TempQuestions.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -3,8 +3,8 @@
datasetUrl: http://qa.mpi-inf.mpg.de/TempQuestions.zip
---

| Model / System | Year | Precision | Recall | F-Score | Reported by | Metric | Precision@1 | Hits@5 | MRR |
|----------------|------|-----------|--------|---------|-------------------------------------------------------------------|-----------------|-------------|--------|------|
| Model / System | Year | Precision | Recall | F-Score | Reported by | Metric | Precision@1 | Hits@5 | MRR | Hits@1 |
|----------------|------|-----------|--------|---------|-------------------------------------------------------------------|-----------------|-------------|--------|------|------|
| AQQU | 2018 | 27.6 | 60.7 | 31.1 | [Jia et. al.](https://dl.acm.org/doi/abs/10.1145/3184558.3191536) | Explicit | | | |
| QUINT | 2018 | 29.3 | 60.9 | 32.6 | [Jia et. al.](https://dl.acm.org/doi/abs/10.1145/3184558.3191536) | Explicit | | | |
| AQQU | 2018 | 12.9 | 34.9 | 14.5 | [Jia et. al.](https://dl.acm.org/doi/abs/10.1145/3184558.3191536) | Implicit | | | |
Expand All @@ -13,3 +13,4 @@
| QUINT | 2018 | | | | [Jia et. al.](https://dl.acm.org/doi/abs/10.1145/3184558.3191536) | Ordinal | 21.3 | 26.1 | 54.9 |
| AQQU | 2018 | 26.1 | 33.5 | 27.4 | [Jia et. al.](https://dl.acm.org/doi/abs/10.1145/3184558.3191536) | Temporal Answer | | | |
| QUINT | 2018 | 25.2 | 38.2 | 27.3 | [Jia et. al.](https://dl.acm.org/doi/abs/10.1145/3184558.3191536) | Temporal Answer | | | |
| JMFRN | 2024 | | | | [Huang et. al.](https://arxiv.org/pdf/2401.02212) | | | | | 64.6 |
3 changes: 2 additions & 1 deletion freebase/WebQuestionsSP.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -98,4 +98,5 @@
| FILM | 2022 | 54.7 | - | - | EN | [Yu et al.](https://arxiv.org/pdf/2210.00063.pdf) |
| ReifKB | 2020 | - | 52.7 | - | EN | [Cohen et al.](https://arxiv.org/pdf/2002.06115.pdf) |
| KV-Mem | 2022 | 38.6 | 46.7 | - | EN | [Du et al.](https://arxiv.org/pdf/2209.03005.pdf) |
| KGQA-RR(GPT2) | 2023 | - | - | 18.11 | EN | [Hu et al.](https://arxiv.org/pdf/2303.10368.pdf) |
| KGQA-RR(GPT2) | 2023 | - | - | 18.11 | EN | [Hu et al.](https://arxiv.org/pdf/2303.10368.pdf) |
| GENConv | 2024 | - | 74.64 | - | EN | [Thambi et al.](https://link.springer.com/article/10.1007/s10844-023-00839-4) |
3 changes: 2 additions & 1 deletion other/MetaQA - 1 Hop.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -40,4 +40,5 @@
| Supervised embedding | 2017 | 54.4 | - | - | EN | [Zhang et al.](https://arxiv.org/pdf/1709.04071.pdf) |
| T5+KG | 2022 | - | - | 71.47 | EN | [Moiseev et al.](https://arxiv.org/pdf/2205.08184.pdf) |
| T5 | 2022 | - | - | 24.5 | EN | [Moiseev et al.](https://arxiv.org/pdf/2205.08184.pdf) |
| T5+C4 | 2022 | - | - | 23.53 | EN | [Moiseev et al.](https://arxiv.org/pdf/2205.08184.pdf) |
| T5+C4 | 2022 | - | - | 23.53 | EN | [Moiseev et al.](https://arxiv.org/pdf/2205.08184.pdf) |
| GENConv | 2024 | 98.50 | - | - | EN | [Thambi et al.](https://link.springer.com/article/10.1007/s10844-023-00839-4) |
3 changes: 2 additions & 1 deletion other/MetaQA - 2 Hop.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -44,4 +44,5 @@
| KV-MemNN | 2017 | 25.1 | - | - | EN | [Zhang et al.](https://arxiv.org/pdf/1709.04071.pdf) |
| T5+KG | 2022 | - | - | 33.57 | EN | [Moiseev et al.](https://arxiv.org/pdf/2205.08184.pdf) |
| T5+C4 | 2022 | - | - | 32.78 | EN | [Moiseev et al.](https://arxiv.org/pdf/2205.08184.pdf) |
| T5 | 2022 | - | - | 32.65 | EN | [Moiseev et al.](https://arxiv.org/pdf/2205.08184.pdf) |
| T5 | 2022 | - | - | 32.65 | EN | [Moiseev et al.](https://arxiv.org/pdf/2205.08184.pdf) |
| GENConv | 2024 | 96.97 | - | - | EN | [Thambi et al.](https://link.springer.com/article/10.1007/s10844-023-00839-4) |
1 change: 1 addition & 0 deletions other/MetaQA - 3 Hop.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -43,4 +43,5 @@
| T5+KG | 2022 | - | - | 43.41 | EN | [Moiseev et al.](https://arxiv.org/pdf/2205.08184.pdf) |
| T5 | 2022 | - | - | 42.31 | EN | [Moiseev et al.](https://arxiv.org/pdf/2205.08184.pdf) |
| T5+C4 | 2022 | - | - | 39.66 | EN | [Moiseev et al.](https://arxiv.org/pdf/2205.08184.pdf) |
| GENConv | 2024 | 95.30 | - | - | EN | [Thambi et al.](https://link.springer.com/article/10.1007/s10844-023-00839-4) |

2 changes: 2 additions & 0 deletions wikidata/QALD-9-Plus-Wikidata.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -5,6 +5,8 @@

| Model / System | Year |Precision| Recall | F1 | Language | Reported by |
|:---------------------------------:|:----:|:-------:|:------:|:-----:|:--------:|:------------------------------------------------------------------------------:|
| TSET-Small | 2024 | | | 72.86| EN | [Qi et. al.](https://www.mdpi.com/2076-3417/14/4/1521) |
| TSET-Base | 2024 | | | 75.85| EN | [Qi et. al.](https://www.mdpi.com/2076-3417/14/4/1521) |
| QAnswer | 2022 | 50.46 | 44.84 | 44.59 | EN | [Perevalov et. al.](https://dl.acm.org/doi/pdf/10.1145/3485447.3511940) |
| QAnswer-en-de-Yandex | 2022 | 34.91 | 35.18 | 32.83 | EN | [Perevalov et. al.](https://dl.acm.org/doi/pdf/10.1145/3485447.3511940) |
| QAnswer-en-de-Helsinki NLP | 2022 | 34.90 | 35.00 | 33.74 | EN | [Perevalov et. al.](https://dl.acm.org/doi/pdf/10.1145/3485447.3511940) |
Expand Down