Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, 2021

Multilingual BERT Post-Pretraining Alignment.

[BibT_eX]

[DOI]

Lin Pan

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Interpretable Visual Reasoning via Induced Symbolic Space.

[BibT_eX]

[DOI]

Mark Hasegawa-Johnson

Humphrey Shi

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Complementary Evidence Identification in Open-Domain Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

extending PySyft with N.-IID Federated Learning Benchmarkby Houda Bouraqqadi, Ayoub Berrag, Mohamed Mhaouach, Afaf Bouhoute, Khalid Fardousse, and Ismail Berrada: Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games.

[BibT_eX]

[DOI]

Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

Leveraging Abstract Meaning Representation for Knowledge Base Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Question Answering over Knowledge Bases by Leveraging Semantic Parsing and Neuro-Symbolic Reasoning.

[BibT_eX]

[DOI]

CoRR, 2020

Deriving Commonsense Inference Tasks from Interactive Fictions.

[BibT_eX]

[DOI]

CoRR, 2020

Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games.

[BibT_eX]

[DOI]

CoRR, 2020

Leveraging Semantic Parsing for Relation Linking over Knowledge Bases.

[BibT_eX]

[DOI]

Nandana Mihindukulasooriya

Proceedings of the Semantic Web - ISWC 2020, 2020

Invariant Rationalization.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Frustratingly Hard Evidence Retrieval for QA Over Books.

[BibT_eX]

[DOI]

Proceedings of the First Joint Workshop on Narrative Understanding, Storylines, and Events, 2020

Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A hybrid approach with optimization-based and metric-based meta-learner for few-shot learning.

[BibT_eX]

[DOI]

Neurocomputing, 2019

An Efficient and Margin-Approaching Zero-Confidence Adversarial Attack.

[BibT_eX]

[DOI]

CoRR, 2019

Towards Open-Domain Named Entity Recognition via Neural Correction Models.

[BibT_eX]

[DOI]

CoRR, 2019

Meta Reasoning over Knowledge Graphs.

[BibT_eX]

[DOI]

CoRR, 2019

Slack Channels Ecology in Enterprises: How Employees Collaborate Through Group Chat.

[BibT_eX]

[DOI]

CoRR, 2019

A Hybrid Approach with Optimization and Metric-based Meta-Learner for Few-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Few-shot Learning with Meta Metric Learners.

[BibT_eX]

[DOI]

CoRR, 2019

NE-Table: A Neural key-value table for Named Entities.

[BibT_eX]

[DOI]

Janarthanan Rajendran

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

A Game Theoretic Approach to Class-wise Selective Rationalization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Sentence Embedding Alignment for Lifelong Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

DAG-GNN: DAG Structure Learning with Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Out-of-Domain Detection for Low-Resource Text Classification Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Context-Aware Conversation Thread Detection in Multi-Party Chat.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Leveraging Dependency Forest for Neural Medical Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Multi-Granular Text Encoding for Self-Explaining Categorization.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, 2019

Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

TWEETQA: A Social Media Focused Question Answering Dataset.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Self-Supervised Learning for Contextualized Extractive Summarization.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

Do Multi-hop Readers Dream of Reasoning Chains?

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

Improving Natural Language Inference Using External Knowledge in the Science Questions Domain.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Hybrid Reinforcement Learning with Expert State Sequences.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Community-Based Recommendation for Cold-Start Problem: A Case Study of Reciprocal Online Dating Recommendation.

[BibT_eX]

[DOI]

Mo Yu

Xiaolong (Luke) Zhang

Dongwon Lee

Derek Kreager

Proceedings of the Social Network Based Big Data Analysis and Applications, 2018

SQL-to-Text Generation with Graph-to-Sequence Model.

[BibT_eX]

[DOI]

CoRR, 2018

Exploring Graph-structured Passage Representation for Multi-hop Reading Comprehension with Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Spatial-Temporal Synergic Residual Learning for Video Person Re-Identification.

[BibT_eX]

[DOI]

CoRR, 2018

Named Entities troubling your Neural Methods? Build NE-Table: A neural approach for handling Named Entities.

[BibT_eX]

[DOI]

Janarthanan Rajendran

CoRR, 2018

Diverse Few-Shot Text Classification with Multiple Metrics.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

One-Shot Relational Learning for Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Improving Reinforcement Learning Based Image Captioning with Natural Language Prior.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Deriving Machine Attention from Human Rationales.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Image Super-Resolution via Dual-State Recurrent Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Knowledge Base Relation Detection via Multi-View Matching.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Databases and Information Systems, 2018

A Co-Matching Model for Multi-choice Reading Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

R<sup>3</sup>: Reinforced Ranker-Reader for Open-Domain Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

R<sup>3</sup>: Reinforced Reader-Ranker for Open-Domain Question Answering.

[BibT_eX]

[DOI]

CoRR, 2017

Robust Task Clustering for Deep Many-Task Learning.

[BibT_eX]

[DOI]

CoRR, 2017

Comparative Study of CNN and RNN for Natural Language Processing.

[BibT_eX]

[DOI]

CoRR, 2017

Dilated Recurrent Neural Networks.

[BibT_eX]

[DOI]

Mark A. Hasegawa-Johnson

Thomas S. Huang

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

A Structured Self-Attentive Sentence Embedding.

[BibT_eX]

[DOI]

Zhouhan Lin

Minwei Feng

Cícero Nogueira dos Santos

Proceedings of the 5th International Conference on Learning Representations, 2017

Improved Neural Relation Detection for Knowledge Base Question Answering.

[BibT_eX]

[DOI]

Mo Yu

Wenpeng Yin

Kazi Saidul Hasan

Cícero Nogueira dos Santos

Bing Xiang

Bowen Zhou

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

End-to-End Reading Comprehension with Dynamic Answer Chunk Ranking.

[BibT_eX]

[DOI]

CoRR, 2016

Leveraging Sentence-level Information with Encoder LSTM for Natural Language Understanding.

[BibT_eX]

[DOI]

CoRR, 2016

Embedding Lexical Features via Low-Rank Tensors.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2016, 2016

Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Simple Question Answering by Attentive Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the COLING 2016, 2016

New to online dating? Learning from experienced users for a successful match.

[BibT_eX]

[DOI]

Mo Yu

Xiaolong Zhang

Derek Kreager

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

Learning Composition Models for Phrase Embeddings.

[BibT_eX]

[DOI]

Mo Yu

Mark Dredze

Trans. Assoc. Comput. Linguistics, 2015

Combining Word Embeddings and Feature Embeddings for Fine-grained Relation Extraction.

[BibT_eX]

[DOI]

Mo Yu

Matthew R. Gormley

Mark Dredze

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

A Concrete Chinese NLP Pipeline.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Improved Relation Extraction with Feature-Rich Compositional Embedding Models.

[BibT_eX]

[DOI]

Matthew R. Gormley

Mo Yu

Mark Dredze

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

An Empirical Study of Chinese Name Matching and Applications.

[BibT_eX]

[DOI]

Nanyun Peng

Mo Yu

Mark Dredze

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

User Recommendations in Reciprocal and Bipartite Social Networks-An Online Dating Case Study.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2014

Accelerated Mini-batch Randomized Block Coordinate Descent Method.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Who were you talking to - Mining interpersonal relationships from cellphone network data.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

Improving Lexical Embeddings with Semantic Knowledge.

[BibT_eX]

[DOI]

Mo Yu

Mark Dredze

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

User recommendation in reciprocal and bipartite social networks - a case study of online dating.

[BibT_eX]

[DOI]

CoRR, 2013

Recommendation in Reciprocal and Bipartite Social Networks-A Case Study of Online Dating.

[BibT_eX]

[DOI]

Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2013

Compound Embedding Features for Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Learning Domain Differences Automatically for Dependency Parsing Adaptation.

[BibT_eX]

[DOI]

Mo Yu

Tiejun Zhao

Yalong Bai

Proceedings of the IJCAI 2013, 2013

Cross-lingual Projections between Languages from Different Families.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Locally Training the Log-Linear Model for SMT.

[BibT_eX]

[DOI]

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

2011

Semi-supervised Learning Framework for Cross-Lingual Projection.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2011

Semi-supervised learning for word sense disambiguation using parallel corpora.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Target-dependent Twitter Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010

Diversifying landmark image search results by learning interested views from community photos.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on World Wide Web, 2010

Event Entailment Extraction Based on EM Iteration.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Asian Language Processing, 2010

2009

Argo: intelligent advertising made possible from users' photos.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Argo: intelligent advertising by mining a user's interest from his photo collections.

[BibT_eX]

[DOI]

Proceedings of the 3rd ACM SIGKDD Workshop on Data Mining and Audience Intelligence for Advertising, 2009

Advertising based on users' photos.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Mo Yu

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