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Found 6 papers, 2 papers with code
LittleBird: Efficient Faster & Longer Transformer for Question Answering
BERT has shown a lot of sucess in a wide variety of NLP tasks.
OutFlip: Generating Out-of-Domain Samples for Unknown Intent Detection with Natural Language Attack
Out-of-domain (OOD) input detection is vital in a task-oriented dialogue system since the acceptance of unsupported inputs could lead to an incorrect response of the system.
Auxiliary Sequence Labeling Tasks for Disfluency Detection
Existing works for disfluency detection have focused on designing a single objective only for disfluency detection, while auxiliary objectives utilizing linguistic information of a word such as named entity or part-of-speech information can be effective.
Integrated Eojeol Embedding for Erroneous Sentence Classification in Korean Chatbots
This paper attempts to analyze the Korean sentence classification system for a chatbot.
RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain Databases
Text-to-SQL is the problem of converting a user question into an SQL query, when the question and database are given.
Ranked #7 on
Text-To-SQL
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(Exact Match Accuracy (Test) metric)
