Contextualized Sparse Representations for Real-Time Open-Domain Question Answering ACL-2020

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction ACL-2020

Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification ACL-2020

A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification ACL-2019

Adversarial Attention Modeling for Multi-dimensional Emotion Regression ACL-2019

A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis EMNLP-2019

Model-Agnostic Meta-Learning for Relation Classification with Limited Supervision ACL-2019

Correlations between Word Vector Sets EMNLP-2019

Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification ACL-2019

Argumentative Evidences Classification and Argument Scheme Detection Using Tree Kernels ACL-2019 WS-2019

A Bag-of-concepts Model Improves Relation Extraction in a Narrow Knowledge Domain with Limited Data NAACL-2019

Nearly-Unsupervised Hashcode Representations for Biomedical Relation Extraction EMNLP-2019

On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning EMNLP-2019 WS-2019

Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts ACL-2019

The Impact of Spelling Correction and Task Context on Short Answer Assessment for Intelligent Tutoring Systems NoDaLiDa-2019 WS-2019

Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 EMNLP-2019 WS-2019

A Lightweight Recurrent Network for Sequence Modeling ACL-2019

Joint Type Inference on Entities and Relations via Graph Convolutional Networks ACL-2019

Target-Guided Open-Domain Conversation ACL-2019

Auditing Deep Learning processes through Kernel-based Explanatory Models EMNLP-2019

Decompositional Argument Mining: A General Purpose Approach for Argument Graph Construction ACL-2019

Transformer Dissection: An Unified Understanding for Transformer’s Attention via the Lens of Kernel EMNLP-2019

Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping EMNLP-2019

Self-Discriminative Learning for Unsupervised Document Embedding NAACL-2019

X-WikiRE: A Large, Multilingual Resource for Relation Extraction as Machine Comprehension EMNLP-2019 WS-2019

Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data ACL-2019

Attention Guided Graph Convolutional Networks for Relation Extraction ACL-2019

Composing Finite State Transducers on GPUs ACL-2018

A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines ACL-2018

Give Me More Feedback: Annotating Argument Persuasiveness and Related Attributes in Student Essays ACL-2018

Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions EMNLP-2018

Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing ACL-2018 WS-2018

Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding EMNLP-2018

Word Embeddings-Based Uncertainty Detection in Financial Disclosures ACL-2018 WS-2018

UnibucKernel: A kernel-based learning method for complex word identification BEA-2018 NAACL-2018 WS-2018

Relevant Emotion Ranking from Text Constrained with Emotion Relationships NAACL-2018

Rumor Detection on Twitter with Tree-structured Recursive Neural Networks ACL-2018

Paper Abstract Writing through Editing Mechanism ACL-2018

Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning ACL-2018

Automated essay scoring with string kernels and word embeddings ACL-2018

Exploring Relationships Between Writing & Broader Outcomes With Automated Writing Evaluation BEA-2017 WS-2017

Incorporating Dependency Trees Improve Identification of Pregnant Women on Social Media Platforms WS-2017

Understanding and Detecting Supporting Arguments of Diverse Types ACL-2017

Neural End-to-End Learning for Computational Argumentation Mining ACL-2017

Going out on a limb: Joint Extraction of Entity Mentions and Relations without Dependency Trees ACL-2017

Detect Rumors in Microblog Posts Using Propagation Structure via Kernel Learning ACL-2017

Deep Learning in Semantic Kernel Spaces ACL-2017

UnibucKernel: An Approach for Arabic Dialect Identification Based on Multiple String Kernels VarDial-2016 WS-2016

Vanilla Classifiers for Distinguishing between Similar Languages VarDial-2016 WS-2016

Learning to Identify Sentence Parallelism in Student Essays COLING-2016

Bidirectional Recurrent Convolutional Neural Network for Relation Classification ACL-2016

String Kernels for Native Language Identification: Insights from Behind the Curtains CL-2016

Evaluating Sentiment Analysis in the Context of Securities Trading ACL-2016

Scalable Semi-Supervised Query Classification Using Matrix Sketching ACL-2016

Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning NAACL-2016

Passing a USA National Bar Exam: a First Corpus for Experimentation LREC-2016

Exploring Convolutional and Recurrent Neural Networks in Sequential Labelling for Dialogue Topic Tracking ACL-2016

End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures ACL-2016

Extracting Disease-Symptom Relationships by Learning Syntactic Patterns from Dependency Graphs BioNLP-2015 WS-2015

Topic Modeling based Sentiment Analysis on Social Media for Stock Market Prediction ACL-2015 IJCNLP-2015

Thread-Level Information for Comment Classification in Community Question Answering ACL-2015 IJCNLP-2015

Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction ACL-2015 IJCNLP-2015

FCICU: The Integration between Sense-Based Kernel and Surface-Based Methods to Measure Semantic Textual Similarity *SEMEVAL-2015

Text Classification into Abstract Classes Based on Discourse Structure RANLP-2015

Predicting Valence-Arousal Ratings of Words Using a Weighted Graph Method ACL-2015 IJCNLP-2015

Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of Words EMNLP-2015

PhraseRNN: Phrase Recursive Neural Network for Aspect-based Sentiment Analysis EMNLP-2015

KeLP: a Kernel-based Learning Platform for Natural Language Processing ACL-2015 IJCNLP-2015

A Convolution Kernel Approach to Identifying Comparisons in Text ACL-2015 IJCNLP-2015

A Unified Kernel Approach for Learning Typed Sentence Rewritings ACL-2015 IJCNLP-2015

Feature Selection in Kernel Space: A Case Study on Dependency Parsing ACL-2015 IJCNLP-2015

Structural Representations for Learning Relations between Pairs of Texts ACL-2015 IJCNLP-2015

Transition-based Neural Constituent Parsing ACL-2015 IJCNLP-2015

A convex relaxation for weakly supervised relation extraction EMNLP-2014

Common Space Embedding of Primal-Dual Relation Semantic Spaces COLING-2014

Incremental Joint Extraction of Entity Mentions and Relations ACL-2014

Omni-word Feature and Soft Constraint for Chinese Relation Extraction ACL-2014

Vector space semantics with frequency-driven motifs ACL-2014

Opinion Mining on YouTube ACL-2014

A Composite Kernel Approach for Dialog Topic Tracking with Structured Domain Knowledge from Wikipedia ACL-2014

Automatically Detecting Corresponding Edit-Turn-Pairs in Wikipedia ACL-2014

Predicting Power Relations between Participants in Written Dialog from a Single Thread ACL-2014

Difficult Cases: From Data to Learning, and Back ACL-2014

Bayesian Kernel Methods for Natural Language Processing ACL-2014

Bilingual Active Learning for Relation Classification via Pseudo Parallel Corpora ACL-2014

Going beyond sentences when applying tree kernels ACL-2014

Applying UMLS for Distantly Supervised Relation Detection Louhi-2014 WS-2014

The Excitement Open Platform for Textual Inferences ACL-2014

kLogNLP: Graph Kernel–based Relational Learning of Natural Language ACL-2014

Gaussian Processes for Natural Language Processing ACL-2014

Plurality, Negation, and Quantification:Towards Comprehensive Quantifier Scope Disambiguation ACL-2013

Adapting Discriminative Reranking to Grounded Language Learning ACL-2013

Parsing with Compositional Vector Grammars ACL-2013

Feature-Based Selection of Dependency Paths in Ad Hoc Information Retrieval ACL-2013

Bootstrapping Entity Translation on Weakly Comparable Corpora ACL-2013

The Impact of Topic Bias on Quality Flaw Prediction in Wikipedia ACL-2013

Learning Based Approaches for Vietnamese Question Classification Using Keywords Extraction from the Web IJCNLP-2013

Embedding Semantic Similarity in Tree Kernels for Domain Adaptation of Relation Extraction ACL-2013

Automatically Predicting Sentence Translation Difficulty ACL-2013

On the Effectiveness of Using Syntactic and Shallow Semantic Tree Kernels for Automatic Assessment of Essays IJCNLP-2013

ACL

Associated works : 91

WS

Associated works : 25

EMNLP

Associated works : 22

IJCNLP

Associated works : 17

COLING

Associated works : 11

NAACL

Associated works : 9

CoNLL

Associated works : 4

HLT

Associated works : 3

RANLP

Associated works : 3

CL

Associated works : 2

EACL

Associated works : 2

*SEMEVAL

Associated works : 2

WMT

Associated works : 2

BEA

Associated works : 2

VarDial

Associated works : 2

LREC

Associated works : 2

PACLIC

Associated works : 2

ROCLING/IJCLCLP

Associated works : 1

BioNLP

Associated works : 1

NoDaLiDa

Associated works : 1

Louhi

Associated works : 1

SIGHAN

Associated works : 1