SOTAVerified

Extreme Summarization

Papers

Showing 1120 of 22 papers

TitleStatusHype
IndicBART: A Pre-trained Model for Indic Natural Language Generation0
TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media PostsCode1
IndicBART: A Pre-trained Model for Indic Natural Language GenerationCode1
ByT5: Towards a token-free future with pre-trained byte-to-byte modelsCode1
Focus Attention: Promoting Faithfulness and Diversity in Summarization0
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics0
Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific ArticlesCode1
TLDR: Extreme Summarization of Scientific DocumentsCode1
What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural NetworksCode0
The Effectiveness of Pre-Trained Code Embeddings0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1EXT-ORACLEROUGE-144.17Unverified
2BART-large (s=abs+title, t=TLDR)ROUGE-142.02Unverified
3BART-large (s=abs+disci, t=TLDR)ROUGE-142.01Unverified
4BART-large (s=abs, t= TLDR/Title/Disci)ROUGE-141.89Unverified
5BART-large (s=abs, t=TLDR)ROUGE-141.86Unverified
6BART-large (s=abs, t=TLDR/title)ROUGE-141.85Unverified
7PEGASUS (s=abs, t=TLDR)ROUGE-141.56Unverified
8EXT-HEURISTICROUGE-129.32Unverified
9EXT-LEADROUGE-121.94Unverified
#ModelMetricClaimedVerifiedStatus
1PEGASUSROUGE-223.2Unverified
2PaLM (finetuning)-540BROUGE-221.2Unverified
3T5-XXLROUGE-221Unverified
4PaLM (finetuning)-62BROUGE-218.5Unverified
5ByT5BLEU score15.3Unverified
6mT5BLEU score14.3Unverified
#ModelMetricClaimedVerifiedStatus
1ORACLE-EXTRG-1(%)30.26Unverified
2BARTRG-1(%)23.59Unverified
3BERTSUMABSRG-1(%)23.05Unverified
4BERTSUMEXTRG-1(%)20.94Unverified
#ModelMetricClaimedVerifiedStatus
1PEGASUSMETEOR0.22Unverified