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dailydialog

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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 3 new columns ({'dialogue_acts', 'state', 'intents'}) and 5 missing columns ({'dataset', 'turns', 'data_split', 'original_id', 'dialogue_id'}).

This happened while the json dataset builder was generating data using

zip://data/ontology.json::/tmp/hf-datasets-cache/heavy/datasets/17491416840772-config-parquet-and-info-ConvLab-dailydialog-4827645f/downloads/af2c057713ccdff4ffad9c27632fc7bcfacb3c1feaa81c3947b4ea4b332ed1d5

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 "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              domains: struct<Ordinary Life: struct<description: string, slots: struct<>>, School Life: struct<description: string, slots: struct<>>, Culture & Education: struct<description: string, slots: struct<>>, Attitude & Emotion: struct<description: string, slots: struct<>>, Relationship: struct<description: string, slots: struct<>>, Tourism: struct<description: string, slots: struct<>>, Health: struct<description: string, slots: struct<>>, Work: struct<description: string, slots: struct<>>, Politics: struct<description: string, slots: struct<>>, Finance: struct<description: string, slots: struct<>>>
                child 0, Ordinary Life: struct<description: string, slots: struct<>>
                    child 0, description: string
                    child 1, slots: struct<>
                child 1, School Life: struct<description: string, slots: struct<>>
                    child 0, description: string
                    child 1, slots: struct<>
                child 2, Culture & Education: struct<description: string, slots: struct<>>
                    child 0, description: string
                    child 1, slots: struct<>
                child 3, Attitude & Emotion: struct<description: string, slots: struct<>>
                    child 0, description: string
                    child 1, slots: struct<>
                child 4, Relationship: struct<description: string, slots: struct<>>
                    child 0, description: string
                    child 1, slots: struct<>
                child 5, Tourism: struct<description: string, slots: struct<>>
                    child 0, description: string
                    child 1, slots: struct<>
                child 6, Health: struct<description: string, slots: struct<>>
                    child 0, description: string
                    child 1, slots: struct<>
                child 7, Work: struct<description: string, slots: struct<>>
                    child 0, description: string
                    child 1, slots: struct<>
                child 8, Politics: struct<description: string, slots: struct<>>
                    child 0, description: string
                    child 1, slots: struct<>
                child 9, Finance: struct<description: string, slots: struct<>>
                    child 0, description: string
                    child 1, slots: struct<>
              intents: struct<inform: struct<description: string>, question: struct<description: string>, directive: struct<description: string>, commissive: struct<description: string>>
                child 0, inform: struct<description: string>
                    child 0, description: string
                child 1, question: struct<description: string>
                    child 0, description: string
                child 2, directive: struct<description: string>
                    child 0, description: string
                child 3, commissive: struct<description: string>
                    child 0, description: string
              state: struct<>
              dialogue_acts: struct<categorical: list<item: null>, non-categorical: list<item: null>, binary: list<item: string>>
                child 0, categorical: list<item: null>
                    child 0, item: null
                child 1, non-categorical: list<item: null>
                    child 0, item: null
                child 2, binary: list<item: string>
                    child 0, item: string
              to
              {'dataset': Value(dtype='string', id=None), 'turns': [{'dialogue_acts': {'binary': [{'domain': Value(dtype='string', id=None), 'intent': Value(dtype='string', id=None), 'slot': Value(dtype='string', id=None)}], 'categorical': Sequence(feature=Value(dtype='null', id=None), length=-1, id=None), 'non-categorical': Sequence(feature=Value(dtype='null', id=None), length=-1, id=None)}, 'emotion': Value(dtype='string', id=None), 'speaker': Value(dtype='string', id=None), 'utt_idx': Value(dtype='int64', id=None), 'utterance': Value(dtype='string', id=None)}], 'data_split': Value(dtype='string', id=None), 'original_id': Value(dtype='string', id=None), 'dialogue_id': Value(dtype='string', id=None), 'domains': Sequence(feature=Value(dtype='string', id=None), length=-1, id=None)}
              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 1321, 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 935, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, 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 3 new columns ({'dialogue_acts', 'state', 'intents'}) and 5 missing columns ({'dataset', 'turns', 'data_split', 'original_id', 'dialogue_id'}).
              
              This happened while the json dataset builder was generating data using
              
              zip://data/ontology.json::/tmp/hf-datasets-cache/heavy/datasets/17491416840772-config-parquet-and-info-ConvLab-dailydialog-4827645f/downloads/af2c057713ccdff4ffad9c27632fc7bcfacb3c1feaa81c3947b4ea4b332ed1d5
              
              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.

domains sequence	dataset string	original_id string	turns list	data_split string	dialogue_id string
[ "Attitude & Emotion" ]	dailydialog	train-0	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "directive", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Say, Jim, how abou...	train	dailydialog-train-0
[ "Relationship" ]	dailydialog	train-1	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Can you do push-ups...	train	dailydialog-train-1
[ "Relationship" ]	dailydialog	train-2	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Can you study with ...	train	dailydialog-train-2
[ "Relationship" ]	dailydialog	train-3	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Are you all right?"...	train	dailydialog-train-3
[ "Relationship" ]	dailydialog	train-4	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Hey John, nice skat...	train	dailydialog-train-4
[ "Relationship" ]	dailydialog	train-5	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Hey Lydia, what are...	train	dailydialog-train-5
[ "Relationship" ]	dailydialog	train-6	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Frank's getting mar...	train	dailydialog-train-6
[ "Relationship" ]	dailydialog	train-7	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "I hear you bought a n...	train	dailydialog-train-7
[ "Attitude & Emotion" ]	dailydialog	train-8	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Hi, Becky, what's u...	train	dailydialog-train-8
[ "Attitude & Emotion" ]	dailydialog	train-9	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "How are Zina's new ...	train	dailydialog-train-9
[ "Relationship" ]	dailydialog	train-10	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Do you like cooking...	train	dailydialog-train-10
[ "Relationship" ]	dailydialog	train-11	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Anyone home? Jen!" ...	train	dailydialog-train-11
[ "Relationship" ]	dailydialog	train-12	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "happiness", "speaker": "user", "utt_idx": 0, "utterance": "You look so tan and he...	train	dailydialog-train-12
[ "Relationship" ]	dailydialog	train-13	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Diana, do you like ...	train	dailydialog-train-13
[ "Ordinary Life" ]	dailydialog	train-14	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Ah, ah, ah ..." }, ...	train	dailydialog-train-14
[ "Relationship" ]	dailydialog	train-15	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Hi Bill, I saw your g...	train	dailydialog-train-15
[ "School Life" ]	dailydialog	train-16	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "directive", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "I would like to re...	train	dailydialog-train-16
[ "Relationship" ]	dailydialog	train-17	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Dad, why are you ta...	train	dailydialog-train-17
[ "School Life" ]	dailydialog	train-18	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Hi, my name is Lean, ...	train	dailydialog-train-18
[ "Ordinary Life" ]	dailydialog	train-19	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Can I help you?" ...	train	dailydialog-train-19
[ "Relationship" ]	dailydialog	train-20	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Here's your hot dog...	train	dailydialog-train-20
[ "Attitude & Emotion" ]	dailydialog	train-21	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "happiness", "speaker": "user", "utt_idx": 0, "utterance": "How do you like the ...	train	dailydialog-train-21
[ "Relationship" ]	dailydialog	train-22	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Do you have a light...	train	dailydialog-train-22
[ "Attitude & Emotion" ]	dailydialog	train-23	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "fear", "speaker": "user", "utt_idx": 0, "utterance": "I was scared stiff of givin...	train	dailydialog-train-23
[ "Relationship" ]	dailydialog	train-24	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "directive", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Excuse me. Could y...	train	dailydialog-train-24
[ "Relationship" ]	dailydialog	train-25	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Every country should ...	train	dailydialog-train-25
[ "Relationship" ]	dailydialog	train-26	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Do you like traveli...	train	dailydialog-train-26
[ "Relationship" ]	dailydialog	train-27	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Your house is too s...	train	dailydialog-train-27
[ "Attitude & Emotion" ]	dailydialog	train-28	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "How do you do, Prof. ...	train	dailydialog-train-28
[ "Relationship" ]	dailydialog	train-29	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Do you want black o...	train	dailydialog-train-29
[ "Relationship" ]	dailydialog	train-30	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "What do you like to...	train	dailydialog-train-30
[ "Relationship" ]	dailydialog	train-31	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Where is John? I ca...	train	dailydialog-train-31
[ "School Life" ]	dailydialog	train-32	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Can I help you?" ...	train	dailydialog-train-32
[ "Relationship" ]	dailydialog	train-33	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Hey, Ted. What are ...	train	dailydialog-train-33
[ "Relationship" ]	dailydialog	train-34	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "You honestly believ...	train	dailydialog-train-34
[ "Relationship" ]	dailydialog	train-35	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "What do you plan to...	train	dailydialog-train-35
[ "School Life" ]	dailydialog	train-36	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "How may I help you?...	train	dailydialog-train-36
[ "Attitude & Emotion" ]	dailydialog	train-37	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "What's the matter w...	train	dailydialog-train-37
[ "Relationship" ]	dailydialog	train-38	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Hi, Mary. You look ...	train	dailydialog-train-38
[ "Relationship" ]	dailydialog	train-39	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "directive", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "happiness", "speaker": "user", "utt_idx": 0, "utterance": "I feel like going f...	train	dailydialog-train-39
[ "Relationship" ]	dailydialog	train-40	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "directive", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Could you tell me ...	train	dailydialog-train-40
[ "Relationship" ]	dailydialog	train-41	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "does your family ha...	train	dailydialog-train-41
[ "Relationship" ]	dailydialog	train-42	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "directive", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "happiness", "speaker": "user", "utt_idx": 0, "utterance": "Hi, Mr. Wang. Do yo...	train	dailydialog-train-42
[ "Relationship" ]	dailydialog	train-43	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "I hear that you've ...	train	dailydialog-train-43
[ "Relationship" ]	dailydialog	train-44	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "happiness", "speaker": "user", "utt_idx": 0, "utterance": "You look pale recently...	train	dailydialog-train-44
[ "Relationship" ]	dailydialog	train-45	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Hey, Maggy, Did you...	train	dailydialog-train-45
[ "Relationship" ]	dailydialog	train-46	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "how do you usually ...	train	dailydialog-train-46
[ "Attitude & Emotion" ]	dailydialog	train-47	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "What's wrong with h...	train	dailydialog-train-47
[ "School Life" ]	dailydialog	train-48	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "What are you going ...	train	dailydialog-train-48
[ "Relationship" ]	dailydialog	train-49	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "directive", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "happiness", "speaker": "user", "utt_idx": 0, "utterance": "Isn't this lovely w...	train	dailydialog-train-49
[ "Attitude & Emotion" ]	dailydialog	train-50	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "On, darn. The grocery...	train	dailydialog-train-50
[ "Relationship" ]	dailydialog	train-51	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Do you think they t...	train	dailydialog-train-51
[ "Relationship" ]	dailydialog	train-52	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Dad, where are we o...	train	dailydialog-train-52
[ "Relationship" ]	dailydialog	train-53	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "directive", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "happiness", "speaker": "user", "utt_idx": 0, "utterance": "How about going to ...	train	dailydialog-train-53
[ "Attitude & Emotion" ]	dailydialog	train-54	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "I feel so uncomfortab...	train	dailydialog-train-54
[ "Relationship" ]	dailydialog	train-55	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "I have made up my min...	train	dailydialog-train-55
[ "Relationship" ]	dailydialog	train-56	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Excuse me, what's t...	train	dailydialog-train-56
[ "Attitude & Emotion" ]	dailydialog	train-57	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "disgust", "speaker": "user", "utt_idx": 0, "utterance": "Oh, no!" }, { "d...	train	dailydialog-train-57
[ "Relationship" ]	dailydialog	train-58	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "What do you do in y...	train	dailydialog-train-58
[ "Relationship" ]	dailydialog	train-59	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "How can I tell her ...	train	dailydialog-train-59
[ "Relationship" ]	dailydialog	train-60	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "What sports do you ...	train	dailydialog-train-60
[ "Attitude & Emotion" ]	dailydialog	train-61	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "What upsets you?" ...	train	dailydialog-train-61
[ "Relationship" ]	dailydialog	train-62	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Are you going to th...	train	dailydialog-train-62
[ "School Life" ]	dailydialog	train-63	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "directive", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Could you talk to ...	train	dailydialog-train-63
[ "School Life" ]	dailydialog	train-64	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "happiness", "speaker": "user", "utt_idx": 0, "utterance": "Good luck on your test...	train	dailydialog-train-64
[ "Attitude & Emotion" ]	dailydialog	train-65	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "anger", "speaker": "user", "utt_idx": 0, "utterance": "I'll never ever work toget...	train	dailydialog-train-65
[ "Ordinary Life" ]	dailydialog	train-66	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "anger", "speaker": "user", "utt_idx": 0, "utterance": "Oh, my God! I've been chea...	train	dailydialog-train-66
[ "Relationship" ]	dailydialog	train-67	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Is the clock right?...	train	dailydialog-train-67
[ "Relationship" ]	dailydialog	train-68	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Hey, Mary, what's u...	train	dailydialog-train-68
[ "School Life" ]	dailydialog	train-69	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "What's up? You don'...	train	dailydialog-train-69
[ "School Life" ]	dailydialog	train-70	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Today more and more...	train	dailydialog-train-70
[ "Relationship" ]	dailydialog	train-71	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "How old are you?" ...	train	dailydialog-train-71
[ "Attitude & Emotion" ]	dailydialog	train-72	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "anger", "speaker": "user", "utt_idx": 0, "utterance": "It smells like an ashtray ...	train	dailydialog-train-72
[ "Relationship" ]	dailydialog	train-73	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Why are you shiveri...	train	dailydialog-train-73
[ "Relationship" ]	dailydialog	train-74	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "It seems that you get...	train	dailydialog-train-74
[ "Attitude & Emotion" ]	dailydialog	train-75	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "disgust", "speaker": "user", "utt_idx": 0, "utterance": "Cheese! It tastes like c...	train	dailydialog-train-75
[ "Relationship" ]	dailydialog	train-76	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Have you signed up ...	train	dailydialog-train-76
[ "Relationship" ]	dailydialog	train-77	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "If the weatherman's p...	train	dailydialog-train-77
[ "Relationship" ]	dailydialog	train-78	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "hi, Emily, do you k...	train	dailydialog-train-78
[ "Attitude & Emotion" ]	dailydialog	train-79	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "You didn't ring me la...	train	dailydialog-train-79
[ "Relationship" ]	dailydialog	train-80	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Hi, Nicole. Did you...	train	dailydialog-train-80
[ "Relationship" ]	dailydialog	train-81	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "There will be a parad...	train	dailydialog-train-81
[ "Attitude & Emotion" ]	dailydialog	train-82	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Excuse me. I'm afraid...	train	dailydialog-train-82
[ "Relationship" ]	dailydialog	train-83	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "What's the life exp...	train	dailydialog-train-83
[ "Relationship" ]	dailydialog	train-84	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "happiness", "speaker": "user", "utt_idx": 0, "utterance": "I'm going to Japan thi...	train	dailydialog-train-84
[ "Relationship" ]	dailydialog	train-85	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "happiness", "speaker": "user", "utt_idx": 0, "utterance": "Hey, Mark, long time n...	train	dailydialog-train-85
[ "Attitude & Emotion" ]	dailydialog	train-86	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "directive", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Could I see the ma...	train	dailydialog-train-86
[ "Relationship" ]	dailydialog	train-87	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "happiness", "speaker": "user", "utt_idx": 0, "utterance": "Congratulations, Vivia...	train	dailydialog-train-87
[ "Relationship" ]	dailydialog	train-88	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "directive", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "We are going to th...	train	dailydialog-train-88
[ "Relationship" ]	dailydialog	train-89	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "You' v been work he...	train	dailydialog-train-89
[ "Relationship" ]	dailydialog	train-90	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "directive", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "The music is on. M...	train	dailydialog-train-90
[ "Relationship" ]	dailydialog	train-91	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Excuse me, is this ...	train	dailydialog-train-91
[ "Relationship" ]	dailydialog	train-92	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Look at this headline...	train	dailydialog-train-92
[ "Attitude & Emotion" ]	dailydialog	train-93	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "inform", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "happiness", "speaker": "user", "utt_idx": 0, "utterance": "Boy! What a beauty! I ...	train	dailydialog-train-93
[ "School Life" ]	dailydialog	train-94	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Excuse me. Where do...	train	dailydialog-train-94
[ "Relationship" ]	dailydialog	train-95	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "How was your educat...	train	dailydialog-train-95
[ "Relationship" ]	dailydialog	train-96	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Do you have any par...	train	dailydialog-train-96
[ "Relationship" ]	dailydialog	train-97	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "What's the plot of ...	train	dailydialog-train-97
[ "Relationship" ]	dailydialog	train-98	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "question", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Who's that old lady...	train	dailydialog-train-98
[ "Attitude & Emotion" ]	dailydialog	train-99	[ { "dialogue_acts": { "binary": [ { "domain": "", "intent": "directive", "slot": "" } ], "categorical": [], "non-categorical": [] }, "emotion": "no emotion", "speaker": "user", "utt_idx": 0, "utterance": "Mom. My legs are k...	train	dailydialog-train-99

End of preview.

YAML Metadata Warning: The task_categories "conversational" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other

Dataset Card for DailyDialog

Repository: http://yanran.li/dailydialog
Paper: https://arxiv.org/pdf/1710.03957.pdf
Leaderboard: None
Who transforms the dataset: Qi Zhu(zhuq96 at gmail dot com)

To use this dataset, you need to install ConvLab-3 platform first. Then you can load the dataset via:

from convlab.util import load_dataset, load_ontology, load_database

dataset = load_dataset('dailydialog')
ontology = load_ontology('dailydialog')
database = load_database('dailydialog')

For more usage please refer to here.

Dataset Summary

DailyDialog is a high-quality multi-turn dialog dataset. It is intriguing in several aspects. The language is human-written and less noisy. The dialogues in the dataset reflect our daily communication way and cover various topics about our daily life. We also manually label the developed dataset with communication intention and emotion information.

How to get the transformed data from original data:
- Download ijcnlp_dailydialog.zip.
- Run python preprocess.py in the current directory.
Main changes of the transformation:
- Use topic annotation as domain. If duplicated dialogs are annotated with different topics, use the most frequent one.
- Use intent annotation as binary dialogue act.
- Retain emotion annotation in the emotion field of each turn.
- Use nltk to remove space before punctuation: utt = ' '.join([detokenizer.detokenize(word_tokenize(s)) for s in sent_tokenize(utt)]).
- Replace " ’ " with "'": utt = utt.replace(' ’ ', "'").
- Add space after full-stop
Annotations:
- intent, emotion

Supported Tasks and Leaderboards

NLU, NLG

Languages

English

Data Splits

split	dialogues	utterances	avg_utt	avg_tokens	avg_domains	cat slot match(state)	cat slot match(goal)	cat slot match(dialogue act)	non-cat slot span(dialogue act)
train	11118	87170	7.84	11.22	1	-	-	-	-
validation	1000	8069	8.07	11.16	1	-	-	-	-
test	1000	7740	7.74	11.36	1	-	-	-	-
all	13118	102979	7.85	11.22	1	-	-	-	-

10 domains: ['Ordinary Life', 'School Life', 'Culture & Education', 'Attitude & Emotion', 'Relationship', 'Tourism', 'Health', 'Work', 'Politics', 'Finance']

cat slot match: how many values of categorical slots are in the possible values of ontology in percentage.
non-cat slot span: how many values of non-categorical slots have span annotation in percentage.

Citation

@InProceedings{li2017dailydialog,
    author = {Li, Yanran and Su, Hui and Shen, Xiaoyu and Li, Wenjie and Cao, Ziqiang and Niu, Shuzi},
    title = {DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset},
    booktitle = {Proceedings of The 8th International Joint Conference on Natural Language Processing (IJCNLP 2017)},
    year = {2017}
}