23 citations · 27 across the 7 of their papers we have counts for
7 papers
Rethinking Speech Codecs: From Compression to Autoregressive Generative Modeling
Yazheng Yang, Yao Qiu, Hui Su +1
Recent advances in speech language models leverage discrete speech representations from pretrained codecs to enable scalable training and generation. However, existing codecs are p…
LongCat-Next: Lexicalizing Modalities as Discrete Tokens
Meituan LongCat Team, Bin Xiao, Chao Wang +86
The prevailing Next-Token Prediction (NTP) paradigm has driven the success of large language models through discrete autoregressive modeling. However, contemporary multimodal syste…
Challenging Instances are Worth Learning: Generating Valuable Negative Samples for Response Selection Training
Yao Qiu, Jinchao Zhang, Huiying Ren +1
Retrieval-based chatbot selects the appropriate response from candidates according to the context, which heavily depends on a response selection module. A response selection module…
Improving Gradient-based Adversarial Training for Text Classification by Contrastive Learning and Auto-Encoder
Yao Qiu, Jinchao Zhang, Jie Zhou
Recent work has proposed several efficient approaches for generating gradient-based adversarial perturbations on embeddings and proved that the model's performance and robustness c…
Different Strokes for Different Folks: Investigating Appropriate Further Pre-training Approaches for Diverse Dialogue Tasks
Yao Qiu, Jinchao Zhang, Jie Zhou
Loading models pre-trained on the large-scale corpus in the general domain and fine-tuning them on specific downstream tasks is gradually becoming a paradigm in Natural Language Pr…
Guiding Topic Flows in the Generative Chatbot by Enhancing the ConceptNet with the Conversation Corpora
Pengda Si, Yao Qiu, Jinchao Zhang +1
Human conversations consist of reasonable and natural topic flows, which are observed as the shifts of the mentioned concepts across utterances. Previous chatbots that incorporate…
Structure-Enhanced Pop Music Generation via Harmony-Aware Learning
Xueyao Zhang, Jinchao Zhang, Yao Qiu +2
Pop music generation has always been an attractive topic for both musicians and scientists for a long time. However, automatically composing pop music with a satisfactory structure…