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  1. README.md +13 -3
  2. demo.json +0 -1
  3. media/DOROTHIE.jpg +3 -0
README.md CHANGED
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- ---
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- license: cc-by-nc-nd-4.0
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+ # DOROTHIE
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+ ## Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving Agents
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+ **[Research Paper](https://arxiv.org/abs/2210.12511) | [Github](https://github.com/sled-group/DOROTHIE) | [Huggingface](https://huggingface.co/datasets/sled-umich/DOROTHIE)**
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+ Authored by [Ziqiao Ma](https://mars-tin.github.io/), Ben VanDerPloeg, Cristian-Paul Bara, [Yidong Huang](https://sled.eecs.umich.edu/author/yidong-huang/), Eui-In Kim, Felix Gervits, Matthew Marge, [Joyce Chai](https://web.eecs.umich.edu/~chaijy/)
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+ DOROTHIE (Dialogue On the ROad To Handle Irregular Events) is an innovative interactive simulation platform designed to create unexpected scenarios on the fly. This tool facilitates empirical studies on situated communication with autonomous driving agents.
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+ ![DOROTHIE](media/DOROTHIE.jpg)
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+ This dataset is the pure dialogue dataset, if you want to see the whole simulation process and download the full dataset, please visit our [Github homepage](https://github.com/sled-group/DOROTHIE)
demo.json DELETED
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"flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "good as fast as possible", "utterance_gt": "go as fast as possible", "frame": 923, "act": {"span_index": [0, 22], "move": "Instruct", "slots": {"Action": ["SpeedChange"]}, "conditionality": "Null", "transaction": "Panera", "exchange": 923, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "why have you stopped", "utterance_gt": "why have you stopped", "frame": 1188, "act": {"span_index": [0, 20], "move": "QueryW", "slots": {"Action": ["Stop"]}, "conditionality": "Null", "transaction": "Panera", "exchange": 1188, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "the light was red", "frame": 1213, "act": {"span_index": [0, 17], "move": "ReplyW", "slots": {"Object": ["TrafficLight"]}, "conditionality": "Null", "transaction": "Panera", "exchange": 1188, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "go to Coco", "utterance_gt": "go to Coco", "frame": 1238, "act": {"span_index": [0, 10], "move": "Instruct", "slots": {"Landmark": ["Coco"]}, "conditionality": "Null", "transaction": "Coco", "exchange": 1238, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "we're at Coco", "frame": 1355, "act": {"span_index": [0, 13], "move": "Explain", "slots": {"Landmark": ["Coco"], "Status": ["Complete"]}, "conditionality": "Null", "transaction": "Coco", "exchange": 1355, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "go to Panera", "utterance_gt": "go to Panera", "frame": 1369, "act": {"span_index": [0, 12], "move": "Instruct", "slots": {"Landmark": ["Panera"]}, "conditionality": "Null", "transaction": "Panera", "exchange": 1369, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "okay", "frame": 1394, "act": {"span_index": [0, 4], "move": "Acknowledge", "slots": {}, "conditionality": "Null", "transaction": "Panera", "exchange": 1369, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "there's someone in the middle of the road", "frame": 1903, "act": {"span_index": [0, 41], "move": "Explain", "slots": {"Object": ["Pedestrian", "Road"]}, "conditionality": "Null", "transaction": "Panera", "exchange": 1903, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "does a person on the road to the other lane", "utterance_gt": "there is a person on the road", "frame": 1907, "act": {"span_index": [0, 29], "move": "Explain", "slots": {"Object": ["Pedestrian", "Road"]}, "conditionality": "Null", "transaction": "Panera", "exchange": 1908, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "does a person on the road to the other lane", "utterance_gt": "move to the other lane", "frame": 1908, "act": {"span_index": [30, 52], "move": "Instruct", "slots": {"Action": ["LaneSwitch"]}, "conditionality": "Null", "transaction": "Panera", "exchange": 1908, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "make a U-turn and go to Panera", "utterance_gt": "make a u-turn", "frame": 2088, "act": {"span_index": [0, 13], "move": "Instruct", "slots": {"Action": ["UTurn"]}, "conditionality": "Null", "transaction": "Panera", "exchange": 2089, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "make a U-turn and go to Panera", "utterance_gt": "and go to Panera", "frame": 2089, "act": {"span_index": [14, 30], "move": "Instruct", "slots": {"Landmark": ["Panera"]}, "conditionality": "Conditioned", "transaction": "Panera", "exchange": 2089, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "go to Qdoba at as fast as possible", "utterance_gt": "go to Qdoba", "frame": 2620, "act": {"span_index": [0, 11], "move": "Instruct", "slots": {"Landmark": ["Qdoba"]}, "conditionality": "Null", "transaction": "Qdoba", "exchange": 2621, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "go to Qdoba at as fast as possible", "utterance_gt": "at as fast as possible", "frame": 2621, "act": {"span_index": [12, 34], "move": "Instruct", "slots": {"Action": ["SpeedChange"]}, "conditionality": "Null", "transaction": "Qdoba", "exchange": 2621, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "go to KFC", "utterance_gt": "go to KFC", "frame": 2955, "act": {"span_index": [0, 9], "move": "Instruct", "slots": {"Landmark": ["KFC"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 2955, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "do not follow the signals you just keep going forward", "utterance_gt": "do not follow the signals", "frame": 3249, "act": {"span_index": [0, 25], "move": "Instruct", "slots": {"Object": ["TrafficLight"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 3250, "chit_chat": true}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "do not follow the signals you just keep going forward", "utterance_gt": "you just keep going forward", "frame": 3250, "act": {"span_index": [26, 53], "move": "Instruct", "slots": {"Action": ["LaneFollow"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 3250, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "okay", "frame": 3291, "act": {"span_index": [0, 4], "move": "Acknowledge", "slots": {}, "conditionality": "Null", "transaction": "KFC", "exchange": 3250, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "do not follow the traffic lights", "utterance_gt": "do not follow the traffic lights", "frame": 3392, "act": {"span_index": [0, 32], "move": "Instruct", "slots": {"Object": ["TrafficLight"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 3393, "chit_chat": true}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "do not follow the traffic lights", "utterance_gt": "go forward", "frame": 3393, "act": {"span_index": [33, 43], "move": "Instruct", "slots": {"Action": ["LaneFollow"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 3393, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "what do you mean", "frame": 3416, "act": {"span_index": [0, 16], "move": "Confuse", "slots": {}, "conditionality": "Null", "transaction": "KFC", "exchange": 3393, "chit_chat": true}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "do not follow the red light signal", "utterance_gt": "do not follow the red light signal", "frame": 3463, "act": {"span_index": [0, 34], "move": "Instruct", "slots": {"Object": ["TrafficLight"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 3393, "chit_chat": true}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "what do you mean", "frame": 3488, "act": {"span_index": [0, 16], "move": "Confuse", "slots": {}, "conditionality": "Null", "transaction": "KFC", "exchange": 3393, "chit_chat": true}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "go to KFC as fast as possible", "utterance_gt": "go to KFC", "frame": 3545, "act": {"span_index": [0, 9], "move": "Instruct", "slots": {"Landmark": ["KFC"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 3546, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "go to KFC as fast as possible", "utterance_gt": "as fast as possible", "frame": 3546, "act": {"span_index": [10, 29], "move": "Instruct", "slots": {"Action": ["SpeedChange"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 3546, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "I am", "frame": 3576, "act": {"span_index": [0, 4], "move": "Confirm", "slots": {}, "conditionality": "Null", "transaction": "KFC", "exchange": 3546, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "I'm taking the next turn right", "frame": 3577, "act": {"span_index": [5, 35], "move": "Clarify", "slots": {"Action": ["JTurn"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 3546, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "overtake the car in front of you", "utterance_gt": "over take the car in front of you", "frame": 3642, "act": {"span_index": [0, 33], "move": "Instruct", "slots": {"Action": ["LaneSwitch"], "Object": ["Vehicles"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 3642, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "there's a red light", "frame": 3667, "act": {"span_index": [0, 19], "move": "Clarify", "slots": {"Object": ["TrafficLight"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 3642, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "also I cannot take a right turn", "frame": 3668, "act": {"span_index": [20, 51], "move": "Explain", "slots": {"Action": ["JTurn"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 3667, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "because there is something in the way", "frame": 3669, "act": {"span_index": [52, 89], "move": "Explain", "slots": {"Object": ["Dynamic", "Road"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 3667, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "what should I do", "frame": 3670, "act": {"span_index": [90, 106], "move": "QueryW", "slots": {"Action": ["Queried"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 3667, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "go to KFC", "utterance_gt": "go to KFC", "frame": 3720, "act": {"span_index": [0, 9], "move": "ReplyW", "slots": {"Landmark": ["KFC"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 3667, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "go straight ahead until I see", "utterance_gt": "go straight ahead until I say", "frame": 3842, "act": {"span_index": [0, 29], "move": "ReplyW", "slots": {"Action": ["LaneFollow"]}, "conditionality": "Conditioned", "transaction": "KFC", "exchange": 3667, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "okay", "frame": 3882, "act": {"span_index": [0, 4], "move": "Acknowledge", "slots": {}, "conditionality": "Null", "transaction": "KFC", "exchange": 3667, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "take the next right", "utterance_gt": "take the next right", "frame": 4025, "act": {"span_index": [0, 19], "move": "Instruct", "slots": {"Action": ["JTurn"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 4025, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "go to Fuller Street", "utterance_gt": "go to Fuller Street", "frame": 4143, "act": {"span_index": [0, 19], "move": "Instruct", "slots": {"Street": ["Fuller"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 4143, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "okay", "frame": 4181, "act": {"span_index": [0, 4], "move": "Acknowledge", "slots": {}, "conditionality": "Null", "transaction": "KFC", "exchange": 4143, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "go to KFC now", "utterance_gt": "go to KFC now", "frame": 4511, "act": {"span_index": [0, 13], "move": "Instruct", "slots": {"Landmark": ["KFC"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 4511, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "okay", "frame": 4527, "act": {"span_index": [0, 4], "move": "Acknowledge", "slots": {}, "conditionality": "Null", "transaction": "KFC", "exchange": 4511, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "we're at KFC", "frame": 5119, "act": {"span_index": [0, 12], "move": "Explain", "slots": {"Landmark": ["KFC"], "Status": ["Complete"]}, "conditionality": "Null", "transaction": "KFC", "exchange": 5119, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "go to Beall Avenue", "utterance_gt": "go to Beal Avenue", "frame": 5142, "act": {"span_index": [0, 17], "move": "Instruct", "slots": {"Street": ["Beal"]}, "conditionality": "Null", "transaction": "Panera", "exchange": 5142, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "okay", "frame": 5166, "act": {"span_index": [0, 4], "move": "Acknowledge", "slots": {}, "conditionality": "Null", "transaction": "Panera", "exchange": 5142, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "bright as fast as possible", "utterance_gt": "drive as fast as possible", "frame": 5210, "act": {"span_index": [0, 25], "move": "Instruct", "slots": {"Action": ["SpeedChange"]}, "conditionality": "Null", "transaction": "Panera", "exchange": 5210, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, 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"flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "what should I do next go to Panera", "utterance_gt": "go to Panera", "frame": 5512, "act": {"span_index": [0, 12], "move": "ReplyW", "slots": {"Landmark": ["Panera"]}, "conditionality": "Null", "transaction": "Panera", "exchange": 5464, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "go to Panera", "utterance_gt": "go to Panera", "frame": 5562, "act": {"span_index": [0, 12], "move": "ReplyW", "slots": {"Landmark": ["Panera"]}, "conditionality": "Null", "transaction": "Panera", "exchange": 5464, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "okay", "frame": 5573, "act": {"span_index": [0, 4], "move": "Acknowledge", "slots": {}, "conditionality": "Null", "transaction": "Panera", "exchange": 5464, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "we're at Panera", "frame": 5888, "act": {"span_index": [0, 15], "move": "Explain", "slots": {"Landmark": ["Panera"], "Status": ["Complete"]}, "conditionality": "Null", "transaction": "Panera", "exchange": 5888, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", "flag": true, "type": "DialogueMove", "val": {}, "utterance_asr": "go as fast as possible to IKEA", "utterance_gt": "go as fast as possible to Ikea", "frame": 5915, "act": {"span_index": [0, 30], "move": "Instruct", "slots": {"Landmark": ["Ikea"], "Action": ["SpeedChange"]}, "conditionality": "Null", "transaction": "Ikea", "exchange": 5915, "chit_chat": false}}, {"from": "wizard", "to": "dorothy", "flag": true, "type": "DialogueMove", "val": {}, "utterance_gt": "okay", "frame": 5949, "act": {"span_index": [0, 4], "move": "Acknowledge", "slots": {}, "conditionality": "Null", "transaction": "Ikea", "exchange": 5915, "chit_chat": false}}, {"from": "dorothy", "to": "wizard", 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media/DOROTHIE.jpg ADDED

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