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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'Strengths'}) and 1 missing columns ({'Questions'}).
This happened while the json dataset builder was generating data using
zip://processed_reviews/strengths.jsonl::/tmp/hf-datasets-cache/medium/datasets/36585506784883-config-parquet-and-info-tuandebu-human_review_ful-8b07f3c3/hub/datasets--tuandebu--human_review_full/snapshots/c085f42cdccc992aa53ccac17f55c3cdd5cc5bfd/processed_reviews_new.zip, [/tmp/hf-datasets-cache/medium/datasets/36585506784883-config-parquet-and-info-tuandebu-human_review_ful-8b07f3c3/hub/datasets--tuandebu--human_review_full/snapshots/c085f42cdccc992aa53ccac17f55c3cdd5cc5bfd/processed_reviews_new.zip (origin=hf://datasets/tuandebu/human_review_full@c085f42cdccc992aa53ccac17f55c3cdd5cc5bfd/processed_reviews_new.zip)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1887, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 674, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
paper_id: string
type: string
Strengths: string
full_review: string
to
{'paper_id': Value('string'), 'type': Value('string'), 'Questions': Value('string'), 'full_review': Value('string')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1889, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'Strengths'}) and 1 missing columns ({'Questions'}).
This happened while the json dataset builder was generating data using
zip://processed_reviews/strengths.jsonl::/tmp/hf-datasets-cache/medium/datasets/36585506784883-config-parquet-and-info-tuandebu-human_review_ful-8b07f3c3/hub/datasets--tuandebu--human_review_full/snapshots/c085f42cdccc992aa53ccac17f55c3cdd5cc5bfd/processed_reviews_new.zip, [/tmp/hf-datasets-cache/medium/datasets/36585506784883-config-parquet-and-info-tuandebu-human_review_ful-8b07f3c3/hub/datasets--tuandebu--human_review_full/snapshots/c085f42cdccc992aa53ccac17f55c3cdd5cc5bfd/processed_reviews_new.zip (origin=hf://datasets/tuandebu/human_review_full@c085f42cdccc992aa53ccac17f55c3cdd5cc5bfd/processed_reviews_new.zip)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
paper_id string | type string | Questions string | full_review string |
|---|---|---|---|
014CgNPAGy | human_review | already discussed in the weakness part.
**Flag For Ethics Review:** No ethics review needed.
**Rating:** 3: reject, not good enough
**Confidence:** 4: You are confident in your assessment, but not absolutely
certain. It is unlikely, but not impossible, that you did not understand some
parts of the submission or th... | −=≡
#### **Paper Decision**
[](https://openreview.net/forum?id=014CgNPAGy¬eId=M6yPx9X5YK)
DecisionProgram Chairs16 Jan 2024, 19:53 (modified: 17 Feb 2024,
04:38)Everyone[Revisions](/revisions?id=M6yPx9X5YK)
**Decision:** Reject
Add:Public Comment
−=≡
#### Meta Review of Submission2200 by Area Chair 6BhQ
[]... |
01ep65umEr | human_review | * How does the metrics in section 4.3 demonstrate that the model explains the neurons correctly? More detailed description would be helpful.
* How could one assess the correctness of the GPT interpretation of the neurons?
* How does the GPT explanation help to understand the neural network’s internal decision probl... | −=≡
#### **Paper Decision**
[](https://openreview.net/forum?id=01ep65umEr¬eId=DZjEjnVGNW)
DecisionProgram Chairs16 Jan 2024, 19:54 (modified: 17 Feb 2024,
04:39)Everyone[Revisions](/revisions?id=DZjEjnVGNW)
**Decision:** Reject
Add:Public Comment
−=≡
#### Meta Review of Submission3562 by Area Chair DDEv
[]... |
02f3mUtqnM | human_review | * In this method, we are able to reduce cost and latency, but not as much latency reduction as methods such as speculative decoding (<https://arxiv.org/abs/2211.17192>). While there is added cost with speculative decoding, do you think there's any possibility of closing this gap?
* Do you think this might be because ... | −=≡
#### **Paper Decision**
[](https://openreview.net/forum?id=02f3mUtqnM¬eId=iqzAPOSGqJ)
DecisionProgram Chairs16 Jan 2024, 19:53 (modified: 17 Feb 2024,
04:42)Everyone[Revisions](/revisions?id=iqzAPOSGqJ)
**Decision:** Accept (poster)
Add:Public Comment
−=≡
#### Meta Review of Submission7318 by Area Chair... |
02Ug9N8DCI | human_review | 1. I could not find the exact definition for the way the data-controlled transition a is defined, which seems important. While Figure 5 defines the activations, how are α and β defined? Also what are the dimensionalities of an? It appears as if they are scalars in this paper, but it also claims to generalize prior SSMs... | −=≡
#### **Paper Decision**
[](https://openreview.net/forum?id=02Ug9N8DCI¬eId=c8dCBG17zt)
DecisionProgram Chairs16 Jan 2024, 19:55 (modified: 17 Feb 2024,
04:41)Everyone[Revisions](/revisions?id=c8dCBG17zt)
**Decision:** Reject
Add:Public Comment
−=≡
#### Meta Review of Submission6897 by Area Chair FvRa
[]... |
030cjlZm4a | human_review | "* Is it possible to extend the proposed method to learn checklist models with integer weights that (...TRUNCATED) | "−=≡\n\n#### **Paper Decision**\n\n[](https://openreview.net/forum?id=030cjlZm4a¬eId=zBc3x(...TRUNCATED) |
04UvXg4CvW | human_review | "Please refer to Weaknesses.\n\n**Flag For Ethics Review:** No ethics review needed.\n\n **Rating:**(...TRUNCATED) | "−=≡\n\n#### **Paper Decision**\n\n[](https://openreview.net/forum?id=04UvXg4CvW¬eId=TkuS0(...TRUNCATED) |
06lrITXVAx | human_review | "* In addition to the theoretical analysis, literature [1] also investigates the impact of dropout r(...TRUNCATED) | "−=≡\n\n#### **Paper Decision**\n\n[](https://openreview.net/forum?id=06lrITXVAx¬eId=6YsTm(...TRUNCATED) |
06mzMua9Rw | human_review | "Could the authors address the points above?\n\n**Flag For Ethics Review:** No ethics review needed.(...TRUNCATED) | "−=≡\n\n#### **Paper Decision**\n\n[](https://openreview.net/forum?id=06mzMua9Rw¬eId=0yqkD(...TRUNCATED) |
070DFUdNh7 | human_review | "See above.\n\n**Flag For Ethics Review:** No ethics review needed.\n\n **Rating:** 5: marginally be(...TRUNCATED) | "−=≡\n\n#### **Paper Decision**\n\n[](https://openreview.net/forum?id=070DFUdNh7¬eId=JpHPZ(...TRUNCATED) |
07xuZw59uB | human_review | "In weakness\n\n**Flag For Ethics Review:** No ethics review needed.\n\n **Rating:** 3: reject, not (...TRUNCATED) | "−=≡\n\n#### **Paper Decision**\n\n[](https://openreview.net/forum?id=07xuZw59uB¬eId=gnAxy(...TRUNCATED) |
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