413 citations · 621 across the 11 of their papers we have counts for
11 papers
An End-to-End Framework for Cold Question Routing in Community Question Answering Services
Jiankai Sun, Jie Zhao, Huan Sun +1
Routing newly posted questions (a.k.a cold questions) to potential answerers with the suitable expertise in Community Question Answering sites (CQAs) is an important and challengin…
Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study
Ziyu Yao, Yu Su, Huan Sun +1
As a promising paradigm, interactive semantic parsing has shown to improve both semantic parsing accuracy and user confidence in the results. In this paper, we propose a new, unifi…
Automatic Table completion using Knowledge Base
Bortik Bandyopadhyay, Xiang Deng, Goonmeet Bajaj +2
Table is a popular data format to organize and present relational information. Users often have to manually compose tables when gathering their desiderate information (e.g., entiti…
Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction
Xiang Deng, Huan Sun
Distant supervision (DS) has been widely used to automatically construct (noisy) labeled data for relation extraction (RE). Given two entities, distant supervision exploits sentenc…
Reinforced Dynamic Reasoning for Conversational Question Generation
Boyuan Pan, Hao Li, Ziyu Yao +2
This paper investigates a new task named Conversational Question Generation (CQG) which is to generate a question based on a passage and a conversation history (i.e., previous turn…
SurfCon: Synonym Discovery on Privacy-Aware Clinical Data
Zhen Wang, Xiang Yue, Soheil Moosavinasab +3
Unstructured clinical texts contain rich health-related information. To better utilize the knowledge buried in clinical texts, discovering synonyms for a medical query term has bec…
Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations
Xiang Yue, Zhen Wang, Jingong Huang +7
Graph embedding learning that aims to automatically learn low-dimensional node representations, has drawn increasing attention in recent years. To date, most recent graph embedding…
CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning
Ziyu Yao, Jayavardhan Reddy Peddamail, Huan Sun
To accelerate software development, much research has been performed to help people understand and reuse the huge amount of available code resources. Two important tasks have been…
Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning
Ziyu Yao, Xiujun Li, Jianfeng Gao +2
Given a text description, most existing semantic parsers synthesize a program in one shot. However, it is quite challenging to produce a correct program solely based on the descrip…
StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow
Ziyu Yao, Daniel S. Weld, Wei-Peng Chen +1
Stack Overflow (SO) has been a great source of natural language questions and their code solutions (i.e., question-code pairs), which are critical for many tasks including code ret…
Global Relation Embedding for Relation Extraction
Yu Su, Honglei Liu, Semih Yavuz +3
We study the problem of textual relation embedding with distant supervision. To combat the wrong labeling problem of distant supervision, we propose to embed textual relations with…