Search Results for author: Daniel Li

Found 7 papers, 1 papers with code

Reward Shaping for User Satisfaction in a REINFORCE Recommender

no code implementations30 Sep 2022 Konstantina Christakopoulou, Can Xu, Sai Zhang, Sriraj Badam, Trevor Potter, Daniel Li, Hao Wan, Xinyang Yi, Ya Le, Chris Berg, Eric Bencomo Dixon, Ed H. Chi, Minmin Chen

How might we design Reinforcement Learning (RL)-based recommenders that encourage aligning user trajectories with the underlying user satisfaction?

Imputation Reinforcement Learning (RL)

Hierarchical Summarization for Longform Spoken Dialog

no code implementations21 Aug 2021 Daniel Li, Thomas Chen, Albert Tung, Lydia Chilton

These concerns all demonstrate the need for a distinctly speech tailored interactive system to help users understand and navigate the spoken language domain.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +4

Sentence Boundary Augmentation For Neural Machine Translation Robustness

no code implementations21 Oct 2020 Daniel Li, Te I, Naveen Arivazhagan, Colin Cherry, Dirk Padfield

Specifically, in the context of long-form speech translation systems, where the input transcripts come from Automatic Speech Recognition (ASR), the NMT models have to handle errors including phoneme substitutions, grammatical structure, and sentence boundaries, all of which pose challenges to NMT robustness.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +5

Exploring Cellular Protein Localization Through Semantic Image Synthesis

no code implementations25 Sep 2019 Daniel Li, Qiang Ma, Andrew Liu, Justin Cheung, Dana Pe’er, Itsik Pe’er

Cell-cell interactions have an integral role in tumorigenesis as they are critical in governing immune responses.

Image Generation Management +1

Adaptive Memory Networks

no code implementations ICLR 2018 Daniel Li, Asim Kadav

We present Adaptive Memory Networks (AMN) that processes input-question pairs to dynamically construct a network architecture optimized for lower inference times for Question Answering (QA) tasks.

Decision Making Question Answering

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