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DuaLUG
The implementation of the papers "Dual supervised learning for natural language understanding and generation" (ACL 2019) and "Towards Unsupervised Language Understanding and Generation by Joint Dual Learning" (ACL 2020)
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LION-Net
LIghtweight ONtology-independent Networks for Schema-Guided Dialogue State Generation
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SpokenVec
Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding
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Lattice-SLU
Source code for ASRU 2019 paper "Adapting Pretrained Transformer to Lattices for Spoken Language Understanding"
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xSense
Explainable Sense Word Embeddings
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RCT-Gen
Generating RCT Conclusion
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FlowDelta
FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension
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DialSum
Dialogue Summarization
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SlotGated-SLU
Slot-Gated Modeling for Joint Slot Filling and Intent Prediction
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MVAE_Music
Modularized Variational Auto-Encoder
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E2EMathSolver
Implementation of NAACL 2019 paper "Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problem"
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DSTC7
The 7th Dialog System Technology Challenge (DSTC7)
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D3Q
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning
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CLUSE
Cross-Lingual Unsupervised Sense Embeddings
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BCWS
Bilingual Contextual Word Similarity (English-Chinese)
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HNLG
Natural Language Generation by Hierarchical Decoding with Linguistic Patterns (NAACL-HLT 2018), Investigating Linguistic Pattern Ordering in Hierarchical Natural Language Generation (SLT 2018)
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DDQ
Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning
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KB-InfoBot
A dialogue bot for information access
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Time-Decay-SLU
How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogue
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MUSE
Modularizing Unsupervised Sense Embedding
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TC-Bot
User Simulation for Task-Completion Dialogues
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Spk-Dialogue
Speaker Role Contextual Model for Dialogues
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Time-SLU
Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding
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