96 citations · 762 across the 33 of their papers we have counts for
33 papers
Korean-to-Chinese Machine Translation using Chinese Character as Pivot Clue
Jeonghyeok Park, Hai Zhao
Korean-Chinese is a low resource language pair, but Korean and Chinese have a lot in common in terms of vocabulary. Sino-Korean words, which can be converted into corresponding Chi…
Hierarchical Contextualized Representation for Named Entity Recognition
Ying Luo, Fengshun Xiao, Hai Zhao
Named entity recognition (NER) models are typically based on the architecture of Bi-directional LSTM (BiLSTM). The constraints of sequential nature and the modeling of single input…
Global Greedy Dependency Parsing
Zuchao Li, Hai Zhao, Kevin Parnow
Most syntactic dependency parsing models may fall into one of two categories: transition- and graph-based models. The former models enjoy high inference efficiency with linear time…
Syntax-aware Multilingual Semantic Role Labeling
Shexia He, Zuchao Li, Hai Zhao
Recently, semantic role labeling (SRL) has earned a series of success with even higher performance improvements, which can be mainly attributed to syntactic integration and enhance…
Semantics-aware BERT for Language Understanding
Zhuosheng Zhang, Yuwei Wu, Hai Zhao +4
The latest work on language representations carefully integrates contextualized features into language model training, which enables a series of success especially in various machi…
Semantic Role Labeling with Associated Memory Network
Chaoyu Guan, Yuhao Cheng, Hai Zhao
Semantic role labeling (SRL) is a task to recognize all the predicate-argument pairs of a sentence, which has been in a performance improvement bottleneck after a series of latest…
DCMN+: Dual Co-Matching Network for Multi-choice Reading Comprehension
Shuailiang Zhang, Hai Zhao, Yuwei Wu +3
Multi-choice reading comprehension is a challenging task to select an answer from a set of candidate options when given passage and question. Previous approaches usually only calcu…
Head-Driven Phrase Structure Grammar Parsing on Penn Treebank
Junru Zhou, Hai Zhao
Head-driven phrase structure grammar (HPSG) enjoys a uniform formalism representing rich contextual syntactic and even semantic meanings. This paper makes the first attempt to form…
Lattice-Based Transformer Encoder for Neural Machine Translation
Fengshun Xiao, Jiangtong Li, Hai Zhao +2
Neural machine translation (NMT) takes deterministic sequences for source representations. However, either word-level or subword-level segmentations have multiple choices to split…
Chinese Word Segmentation: Another Decade Review (2007-2017)
Hai Zhao, Deng Cai, Changning Huang +1
This paper reviews the development of Chinese word segmentation (CWS) in the most recent decade, 2007-2017. Special attention was paid to the deep learning technologies that has al…
Dependency or Span, End-to-End Uniform Semantic Role Labeling
Zuchao Li, Shexia He, Hai Zhao +4
Semantic role labeling (SRL) aims to discover the predicateargument structure of a sentence. End-to-end SRL without syntactic input has received great attention. However, most of t…
Dual Co-Matching Network for Multi-choice Reading Comprehension
Shuailiang Zhang, Hai Zhao, Yuwei Wu +3
Multi-choice reading comprehension is a challenging task that requires complex reasoning procedure. Given passage and question, a correct answer need to be selected from a set of c…
Multi-labeled Relation Extraction with Attentive Capsule Network
Xinsong Zhang, Pengshuai Li, Weijia Jia +1
To disclose overlapped multiple relations from a sentence still keeps challenging. Most current works in terms of neural models inconveniently assuming that each sentence is explic…
Effective Subword Segmentation for Text Comprehension
Zhuosheng Zhang, Hai Zhao, Kangwei Ling +4
Representation learning is the foundation of machine reading comprehension and inference. In state-of-the-art models, character-level representations have been broadly adopted to a…
Chinese Pinyin Aided IME, Input What You Have Not Keystroked Yet
Yafang Huang, Hai Zhao
Chinese pinyin input method engine (IME) converts pinyin into character so that Chinese characters can be conveniently inputted into computer through common keyboard. IMEs work rel…
A Full End-to-End Semantic Role Labeler, Syntax-agnostic Over Syntax-aware?
Jiaxun Cai, Shexia He, Zuchao Li +1
Semantic role labeling (SRL) is to recognize the predicate-argument structure of a sentence, including subtasks of predicate disambiguation and argument labeling. Previous studies…
Lingke: A Fine-grained Multi-turn Chatbot for Customer Service
Pengfei Zhu, Zhuosheng Zhang, Jiangtong Li +2
Traditional chatbots usually need a mass of human dialogue data, especially when using supervised machine learning method. Though they can easily deal with single-turn question ans…
Exploring Recombination for Efficient Decoding of Neural Machine Translation
Zhisong Zhang, Rui Wang, Masao Utiyama +2
In Neural Machine Translation (NMT), the decoder can capture the features of the entire prediction history with neural connections and representations. This means that partial hypo…
Deep Enhanced Representation for Implicit Discourse Relation Recognition
Hongxiao Bai, Hai Zhao
Implicit discourse relation recognition is a challenging task as the relation prediction without explicit connectives in discourse parsing needs understanding of text spans and can…
One-shot Learning for Question-Answering in Gaokao History Challenge
Zhuosheng Zhang, Hai Zhao
Answering questions from university admission exams (Gaokao in Chinese) is a challenging AI task since it requires effective representation to capture complicated semantic relation…
Subword-augmented Embedding for Cloze Reading Comprehension
Zhuosheng Zhang, Yafang Huang, Hai Zhao
Representation learning is the foundation of machine reading comprehension. In state-of-the-art models, deep learning methods broadly use word and character level representations.…
Modeling Multi-turn Conversation with Deep Utterance Aggregation
Zhuosheng Zhang, Jiangtong Li, Pengfei Zhu +2
Multi-turn conversation understanding is a major challenge for building intelligent dialogue systems. This work focuses on retrieval-based response matching for multi-turn conversa…
Automatic Article Commenting: the Task and Dataset
Lianhui Qin, Lemao Liu, Victoria Bi +5
Comments of online articles provide extended views and improve user engagement. Automatically making comments thus become a valuable functionality for online forums, intelligent ch…
Tracing a Loose Wordhood for Chinese Input Method Engine
Xihu Zhang, Chu Wei, Hai Zhao
Chinese input methods are used to convert pinyin sequence or other Latin encoding systems into Chinese character sentences. For more effective pinyin-to-character conversion, typic…