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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)

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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&noteId=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&noteId=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&noteId=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&noteId=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&noteId=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&noteId=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&noteId=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&noteId=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&noteId=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&noteId=gnAxy(...TRUNCATED)
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