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Taiwan-LLM
Traditional Mandarin LLMs for TaiwanTC-Bot
User Simulation for Task-Completion DialoguesSlotGated-SLU
Slot-Gated Modeling for Joint Slot Filling and Intent PredictionKB-InfoBot
A dialogue bot for information accessDDQ
Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy LearningDuaLUG
The implementation of the papers on dual learning of natural language understanding and generation. (ACL2019,2020; Findings of EMNLP 2020)PLM-ICD
PLM-ICD: Automatic ICD Coding with Pretrained Language ModelsDialSum
Dialogue SummarizationE2EMathSolver
Implementation of NAACL 2019 paper "Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problem"PersonaLLM-Survey
SalesBot
Transitioning from Open-Domain Chit-Chat to Task-Oriented DialoguesFlowDelta
FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine ComprehensionHNLG
Natural Language Generation by Hierarchical Decoding with Linguistic Patterns (NAACL-HLT 2018), Investigating Linguistic Pattern Ordering in Hierarchical Natural Language Generation (SLT 2018)TaylorGAN
MUSE
Modularizing Unsupervised Sense EmbeddingD3Q
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy LearningSpokenVec
Learning ASR-Robust Contextualized Embeddings for Spoken Language UnderstandingQAInfomax
Time-Decay-SLU
How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in DialogueLattice-ELMo
Source code for ACL 2020 paper "Learning Spoken Language Representations with Neural Lattice Language Modeling"Spk-Dialogue
Speaker Role Contextual Model for DialoguesPE-Study
Study of Pre-Trained Positional EmbeddingsPairDistill
Source code of our paper "PairDistill: Pairwise Relevance Distillation for Dense Retrieval", EMNLP 2024 Main.Time-SLU
Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language UnderstandingSalesAgent
SalesBot 2.0Lattice-Transformer-SLU
Source code for ASRU 2019 paper "Adapting Pretrained Transformer to Lattices for Spoken Language Understanding"LLM-Eval
GenDef
Probing task; contextual embeddings -> textual definitions (EMNLP19)SpokenCSE
Contrastive Learning for Improving ASR Robustness in Spoken Language UnderstandingFastMTL
Efficient Multi-Task Auxiliary LearningCONVERSER
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data Generation, SIGDIAL 2023ZeroShotRationale
Zero-Shot Rationalization by Multi-Task Transfer Learning from Question AnsweringE2EDialog
CLUSE
Cross-Lingual Unsupervised Sense Embeddingsweb-speech-api-demo
Web Speech API demoSynData-Survey
DialogDQN-Variants
ICD-Correlation
Source code for our NAACL 2021 paper "Modeling Diagnostic Label Correlation for Automatic ICD Coding".CQA-Study
LION-Net
LIghtweight ONtology-independent Networks for Schema-Guided Dialogue State GenerationRCT-Gen
Generating RCT ConclusionTREND
TREND: Trigger-Enhanced Relation Extraction Network for DialoguesMVAE_Music
Modularized Variational Auto-EncoderFactAlign
Source code of our EMNLP 2024 paper "FactAlign: Long-form Factuality Alignment of Large Language Models"CUDA-DST
Controllable User Dialogue Act Augmentation for Dialogue State TrackEditLLM-Survey
BCWS
Bilingual Contextual Word Similarity (English-Chinese)GenIR-Survey
UMR
Source code of our paper "Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling", Findings of EACL 2024.LLMEval-Survey
ConvADR-QA
Open-Domain Conversational Question Answering with Historical AnswersInstUPR
Source code of our paper "InstUPR: Instruction-based Unsupervised Passage Reranking with Large Language Models"TMLU
Taiwanese Mandarin Language ModelingVisualDialog
Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language ModelsImplicitBot
Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense ReasoningVisualLU
Visually-Enhanced Language UnderstandingxSense
Explainable Sense Word EmbeddingsUnseenDRE
Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation NamesLove Open Source and this site? Check out how you can help us