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Models/Bottom-up (BERT)

Bottom-up (BERT)

Reported on 8 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing8 results

  • Discourse ParsingonRST-DT
    Standard Parseval (Full)· 2022-10-15
    46
    best: 58.1 (Bottom-up Llama 2 (70B))
    A Simple and Strong Baseline for End-to-End Neural RST-style Discourse ParsingarXiv:2210.08355
  • Discourse ParsingonRST-DT
    Standard Parseval (Nuclearity)· 2022-10-15
    57.8
    best: 70.4 (Bottom-up Llama 2 (70B))
    A Simple and Strong Baseline for End-to-End Neural RST-style Discourse ParsingarXiv:2210.08355
  • Discourse ParsingonRST-DT
    Standard Parseval (Relation)· 2022-10-15
    47.8
    best: 60 (Bottom-up Llama 2 (70B))
    A Simple and Strong Baseline for End-to-End Neural RST-style Discourse ParsingarXiv:2210.08355
  • Discourse ParsingonRST-DT
    Standard Parseval (Span)· 2022-10-15
    68.3
    best: 79.8 (Bottom-up Llama 2 (70B))
    A Simple and Strong Baseline for End-to-End Neural RST-style Discourse ParsingarXiv:2210.08355
  • Discourse ParsingonInstructional-DT (Instr-DT)
    Standard Parseval (Full)· 2022-10-15
    32.9
    best: 44.4 (Bottom-up (DeBERTa))
    A Simple and Strong Baseline for End-to-End Neural RST-style Discourse ParsingarXiv:2210.08355
  • Discourse ParsingonInstructional-DT (Instr-DT)
    Standard Parseval (Nuclearity)· 2022-10-15
    46.3
    best: 60 (Bottom-up (DeBERTa))
    A Simple and Strong Baseline for End-to-End Neural RST-style Discourse ParsingarXiv:2210.08355
  • Discourse ParsingonInstructional-DT (Instr-DT)
    Standard Parseval (Relation)· 2022-10-15
    39.5
    best: 51.4 (Bottom-up (DeBERTa))
    A Simple and Strong Baseline for End-to-End Neural RST-style Discourse ParsingarXiv:2210.08355
  • Discourse ParsingonInstructional-DT (Instr-DT)
    Standard Parseval (Span)· 2022-10-15
    66.6
    best: 77.8 (Bottom-up (DeBERTa))
    A Simple and Strong Baseline for End-to-End Neural RST-style Discourse ParsingarXiv:2210.08355