Advisor: Percy Liang
Areas of Interest: Natural Language Processing
Office: Gates Building, Room 256
Our framework for training semantic parsers from denotations.
- WikiTableQuestions Dataset:
A dataset of complex question on Wikipedia tables.
SEMPRE models trained on the dataset.
- DPD Outputs:
Inferred consistent logical forms for the training examples in the WikiTableQuestions dataset.
Sequential CONtext-dependent Execution dataset.
- MiniWoB++ Benchmark:
A benchmark for learning reinforcement learning agents that interact with websites.
An extension of OpenAI MiniWoB benchmark.
Mapping Natural Language Commands to Web Elements
Panupong Pasupat, Tian-Shun Jiang, Evan Liu, Kelvin Guu, Percy Liang
Empirical Methods on Natural Language Processing (EMNLP), 2018
dataset + code
Reinforcement Learning on Web Interfaces using Workflow-Guided Exploration
Evan Zheran Liu*, Kelvin Guu*, Panupong Pasupat*, Tianlin Shi, Percy Liang
International Conference on Learning Representations (ICLR), 2018
Zero-Shot Entity Extraction from Web Pages
Panupong Pasupat, Percy Liang
Association for Computational Linguistics (ACL), 2014
project + dataset
Unsupervised Relation Detection Using Automatic Alignment of Query Patterns Extracted from Knowledge Graphs and Query Click Logs
Panupong Pasupat, Dilek Hakkani-Tür
Query Understanding Enhanced by Hierarchical Parsing Structures
Jingjing Liu, Panupong Pasupat, Yining Wang, Scott Cyphers, Jim Glass
Automatic Speech Recognition and Understanding Workshop (ASRU), 2013
ASGARD: a Portable Architecture for Multilingual Dialogue Systems
Jingjing Liu, Panupong Pasupat, Scott Cyphers, Jim Glass
International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2013
A Conversational Movie Search System Based on Conditional Random Fields
Jingjing Liu, Scott Cyphers, Panupong Pasupat, Ian Mcgraw, Jim Glass
I usually take notes with a9
a Markdown editor I wrote before I learned about StackEdit
Here are some of my exported notes:
General Computer Science
Math and Machine Learning
Sometimes I read stuff and then take notes. Sometimes I don't.
Resources for learning Chinese and Japanese:
A collection of math problems that have great significance to me:
My sister has been mailing me a birthday card every year, so I made a few for her:
Other fun stuff: