Datasets:

Modalities:
Text
Formats:
parquet
Languages:
English
ArXiv:
Tags:
License:
File size: 2,468 Bytes
7c144b1
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
{
    "default": {
        "description": "ASNQ is a dataset for answer sentence selection derived from\nGoogle's Natural Questions (NQ) dataset (Kwiatkowski et al. 2019).\n\nEach example contains a question, candidate sentence, label indicating whether or not\nthe sentence answers the question, and two additional features --\nsentence_in_long_answer and short_answer_in_sentence indicating whether ot not the\ncandidate sentence is contained in the long_answer and if the short_answer is in the candidate sentence.\n\nFor more details please see\nhttps://arxiv.org/pdf/1911.04118.pdf\n\nand\n\nhttps://research.google/pubs/pub47761/\n",
        "citation": "@article{garg2019tanda,\n    title={TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection},\n    author={Siddhant Garg and Thuy Vu and Alessandro Moschitti},\n    year={2019},\n    eprint={1911.04118},\n}\n",
        "homepage": "https://github.com/alexa/wqa_tanda#answer-sentence-natural-questions-asnq",
        "license": "",
        "features": {
            "question": {
                "dtype": "string",
                "_type": "Value"
            },
            "sentence": {
                "dtype": "string",
                "_type": "Value"
            },
            "label": {
                "names": [
                    "neg",
                    "pos"
                ],
                "_type": "ClassLabel"
            },
            "sentence_in_long_answer": {
                "dtype": "bool",
                "_type": "Value"
            },
            "short_answer_in_sentence": {
                "dtype": "bool",
                "_type": "Value"
            }
        },
        "builder_name": "parquet",
        "dataset_name": "asnq",
        "config_name": "default",
        "version": {
            "version_str": "1.0.0",
            "major": 1,
            "minor": 0,
            "patch": 0
        },
        "splits": {
            "train": {
                "name": "train",
                "num_bytes": 3656865072,
                "num_examples": 20377568,
                "dataset_name": null
            },
            "validation": {
                "name": "validation",
                "num_bytes": 168004403,
                "num_examples": 930062,
                "dataset_name": null
            }
        },
        "download_size": 2496835395,
        "dataset_size": 3824869475,
        "size_in_bytes": 6321704870
    }
}