OpenCodePapers
table-to-text-generation-on-fetaqa
Table-to-Text Generation
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Paper
Code
BLEU
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ROUGE-1
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ROUGE-2
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ROUGE-L
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ModelName
ReleaseDate
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Enhancing Free-Form Table Question Answering Models by Distilling Relevant-Cell-Based Rationales
41.3
RCKD-TG
2024-07-25
CABINET: Content Relevance based Noise Reduction for Table Question Answering
✓ Link
40.5
CABINET
2024-02-02
HeLM: Highlighted Evidence augmented Language Model for Enhanced Table-to-Text Generation
35.10
67.8
46.4
57.9
HeLM-13B
2023-11-15
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
✓ Link
33.44
UnifiedSKG (T5-3B)
2022-01-16
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
✓ Link
32.45
UnifiedSKG (T5-large)
2022-01-16
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning
30.92
66
45
56
Codex w/ Dater
2023-01-31
FeTaQA: Free-form Table Question Answering
✓ Link
30.54
63
41
53
T5-large (End-to-End)
2021-04-01
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
✓ Link
29.91
UnifiedSKG (T5-base)
2022-01-16
FeTaQA: Free-form Table Question Answering
✓ Link
28.14
61
39
51
T5-base (End-to-End)
2021-04-01
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning
27.96
62
40
52
Codex
2023-01-31
FeTaQA: Free-form Table Question Answering
✓ Link
21.60
55
33
47
T5-small (End-to-End)
2021-04-01
FeTaQA: Free-form Table Question Answering
✓ Link
11.00
40
22
35
Pipeline (fine-tuned)
2021-04-01
FeTaQA: Free-form Table Question Answering
✓ Link
9.16
38
20
33
Pipeline (zero-shot)
2021-04-01