activity
20162023
most citedBERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis

360 citations · 935 across the 27 of their papers we have counts for

collaborators
Showing 2018Show all

7 papers · 1 filter

nucl-ex2018★ 55 cited

Storage ring mass spectrometry for nuclear structure and astrophysics research

Y. H. Zhang, Yu. A. Litvinov, T. Uesaka +1

In the last two and a half decades ion storage rings have proven to be powerful tools for precision experiments with unstable nuclides in realm of nuclear structure and astrophysic…

cond-mat.mtrl-sci2018★ 69 cited

Ideal Intersecting Nodal Ring Phonons in a Body-Centered Cubic C

Y. J. Jin, Z. J. Chen, B. W. Xia +3

Carbon, a basic versatile element in our universe, exhibits rich varieties of allotropic phases, most of which possess promising nontrivial topological fermions. In this work, we i…

cs.CL2018★ 78 cited

Open-world Learning and Application to Product Classification

Hu Xu, Bing Liu, Lei Shu +1

Classic supervised learning makes the closed-world assumption, meaning that classes seen in testing must have been seen in training. However, in the dynamic world, new or unseen cl…

cond-mat.str-el2018★ 39 cited

Three-Dimensional Quantum Anomalous Hall Effect in Ferromagnetic Insulators

Y. J. Jin, R. Wang, B. W. Xia +2

The quantum anomalous Hall effect (QAHE) hosts the dissipationless chiral edge states associated with the nonzero Chern number, providing potentially significant applications in fu…

cs.CL2018★ 13 cited

Lifelong Domain Word Embedding via Meta-Learning

Hu Xu, Bing Liu, Lei Shu +1

Learning high-quality domain word embeddings is important for achieving good performance in many NLP tasks. General-purpose embeddings trained on large-scale corpora are often sub-…

cs.CL2018★ 53 cited

Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction

Hu Xu, Bing Liu, Lei Shu +1

One key task of fine-grained sentiment analysis of product reviews is to extract product aspects or features that users have expressed opinions on. This paper focuses on supervised…

cs.LG2018★ 57 cited

Unseen Class Discovery in Open-world Classification

Lei Shu, Hu Xu, Bing Liu

This paper concerns open-world classification, where the classifier not only needs to classify test examples into seen classes that have appeared in training but also reject exampl…