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[2022-11-03] 오늘의 자연어처리 Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition Recently, there has been an increasing interest in two-pass streaming end-to-end speech recognition (ASR) that incorporates a 2nd-pass rescoring model on top of the conventional 1st-pass streaming ASR model to improve recognition accuracy while keeping latency low. One of the latest 2nd-pass rescoring model, Trans.. 2022. 11. 3.
[2022-11-02] 오늘의 자연어처리 Questioning the Validity of Summarization Datasets and Improving Their Factual Consistency The topic of summarization evaluation has recently attracted a surge of attention due to the rapid development of abstractive summarization systems. However, the formulation of the task is rather ambiguous, neither the linguistic nor the natural language processing community has succeeded in giving a mutua.. 2022. 11. 2.
[2022-11-01] 오늘의 자연어처리 SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control Despite the growing success of diffusion models in continuous-valued domains (e.g., images), diffusion-based language models on discrete text have yet to match autoregressive language models on text generation benchmarks. In this work, we present SSD-LM -- a diffusion language model with tw.. 2022. 11. 1.
[2022-11-01] 오늘의 자연어처리 When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels Deployed dialogue agents have the potential to integrate human feedback to continuously improve themselves. However, humans may not always provide explicit signals when the chatbot makes mistakes during interactions. In this work, we propose Juicer, a framework to make use of both binary and free-.. 2022. 11. 1.
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