Search Results for author: Minpeng Liao

Found 3 papers, 3 papers with code

MARIO: MAth Reasoning with code Interpreter Output -- A Reproducible Pipeline

1 code implementation16 Jan 2024 Minpeng Liao, Wei Luo, Chengxi Li, Jing Wu, Kai Fan

Large language models (LLMs) have seen considerable advancements in natural language understanding tasks, yet there remains a gap to bridge before attaining true artificial general intelligence, especially concerning shortcomings in mathematical reasoning capabilities.

GPT-4 GSM8K +3

BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing

1 code implementation2 Sep 2023 Chen Wang, Minpeng Liao, Zhongqiang Huang, Jinliang Lu, Junhong Wu, Yuchen Liu, Chengqing Zong, Jiajun Zhang

One is a cascaded approach where outputs (tokens or states) of a separately trained speech recognition system are used as inputs for LLMs, which limits their potential in modeling alignment between speech and text.

speech-recognition Speech Recognition +1

Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference

1 code implementation14 Mar 2023 Biao Fu, Minpeng Liao, Kai Fan, Zhongqiang Huang, Boxing Chen, Yidong Chen, Xiaodong Shi

A popular approach to streaming speech translation is to employ a single offline model with a wait-k policy to support different latency requirements, which is simpler than training multiple online models with different latency constraints.

FAD Translation

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