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Hi there

🙋‍♂️ I am a principal researcher of LLM at an AGI startup, and worked at JD Explore Academy and Tencent AI Lab, and previously Ph.D. at Univ. of Sydney.

🔭 Working on deep learning for NLP, including language model pretraining, language understanding, generation, and translation.

💪 I'm keen on bodybuilding (5 years+), marathon (completed first half marathon (126min) in Beijing-2016 and most recent half marathon (86min) in Sydney-2019😅. will resume training in 2024💪🏻).

🥗 I (once😅) enjoy cooking.

🐈 I like to spend Sundays with my cats (two from 2020-2023, one from 2023).

Star History ⭐️

Star History Chart

Liang Ding's Projects

sentibridge icon sentibridge

SentiBridge: A Knowledge Base for Entity-Sentiment Representation

seq2seq icon seq2seq

A general-purpose encoder-decoder framework for Tensorflow

skip-thoughts icon skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

slotrefine icon slotrefine

SlotRefine: A Fast Non-Autoregressive Model forJoint Intent Detection and Slot Filling

smt icon smt

Learn Classical Statistical Machine Translation Systems.

solarized icon solarized

precision color scheme for multiple applications (terminal, vim, etc.) with both dark/light modes

spider icon spider

scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge

state-of-the-art-result-for-machine-learning-problems icon state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

str2vec icon str2vec

str2vec is a toolkit for computing vector-space representations for variable-length phrases using recursive autoencoders (RAE)

tacotron2 icon tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

tagger icon tagger

Deep Semantic Role Labeling with Self-Attention

tcn icon tcn

Sequence modeling benchmarks and temporal convolutional networks

ted-multilingual-parallel-corpus icon ted-multilingual-parallel-corpus

TED parallel Corpora is growing collection of Bilingual parallel corpora, Multilingual parallel corpora and Monolingual corpora extracted from TED talks www.ted.com for 109 world languages.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-zh icon tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

text2sql-data icon text2sql-data

A collection of datasets that pair questions with SQL queries.

textblob icon textblob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

textrank4zh icon textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

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