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AAAI 2019

1,341 papers

Sliding Window Temporal Graph Coloring

George B. Mertzios, Hendrik Molter, Viktor Zamaraev

Performance Guarantees for Homomorphisms beyond Markov Decision Processes

Sultan Javed Majeed, Marcus Hutter

Lifelong Path Planning with Kinematic Constraints for Multi-Agent Pickup and Delivery

Hang Ma, Wolfgang Hönig, T. K. Satish Kumar, Nora Ayanian, Sven Koenig

Searching with Consistent Prioritization for Multi-Agent Path Finding

Hang Ma, Daniel Harabor, Peter J. Stuckey, Jiaoyang Li, Sven Koenig

Moral Permissibility of Action Plans

Felix Lindner, Robert Mattmüller, Bernhard Nebel

Multi-Agent Path Finding for Large Agents

Jiaoyang Li, Pavel Surynek, Ariel Felner, Hang Ma, T. K. Satish Kumar

Red-Black Heuristics for Planning Tasks with Conditional Effects

Michael Katz

Generalized Planning via Abstraction: Arbitrary Numbers of Objects

León Illanes, Sheila A. McIlraith

Learning How to Ground a Plan – Partial Grounding in Classical Planning

Daniel Gnad, Álvaro Torralba, Martín Domínguez, Carlos Areces, Facundo Bustos

Solving Multiagent Planning Problems with Concurrent Conditional Effects

Daniel Furelos-Blanco, Anders Jonsson

Operator Mutexes and Symmetries for Simplifying Planning Tasks

Daniel Fišer, Álvaro Torralba, Alexander Shleyfman

Refining Abstraction Heuristics during Real-Time Planning

Rebecca Eifler, Maximilian Fickert, Jorg Hoffmann, Wheeler Ruml

Learning Resource Allocation and Pricing for Cloud Profit Maximization

Bingqian Du, Chuan Wu, Zhiyi Huang

Efficiently Reasoning with Interval Constraints in Forward Search Planning

Amanda Coles, Andrew Coles, Moises Martinez, Emre Savas, Juan Manuel Delfa

Efficient Temporal Planning Using Metastates

Amanda Coles, Andrew Coles, J. Christopher Beck

Improving Domain-Independent Planning via Critical Section Macro-Operators

Lukáš Chrpa, Mauro Vallati

Robustness Envelopes for Temporal Plans

Michael Cashmore, Alessandro Cimatti, Daniele Magazzeni, Andrea Micheli, Parisa Zehtabi

Deep Reactive Policies for Planning in Stochastic Nonlinear Domains

Thiago P. Bueno, Leliane N. de Barros, Denis D. Maua, Scott Sanner

Bringing Order to Chaos – A Compact Representation of Partial Order in SAT-Based HTN Planning

Gregor Behnke, Daniel Höller, Susanne Biundo

Measurement Maximizing Adaptive Sampling with Risk Bounding Functions

Benjamin Ayton, Brian Williams, Richard Camilli

Plan-Length Bounds: Beyond 1-Way Dependency

Mohammad Abdulaziz

An Affect-Rich Neural Conversational Model with Biased Attention and Weighted Cross-Entropy Loss

Peixiang Zhong, Di Wang, Chunyan Miao

Multi-Labeled Relation Extraction with Attentive Capsule Network

Xinsong Zhang, Pengshuai Li, Weijia Jia, Hai Zhao

Generating Character Descriptions for Automatic Summarization of Fiction

Weiwei Zhang, Jackie Chi Kit CHEUNG, Joel Oren

A Neural Network Approach to Verb Phrase Ellipsis Resolution

Wei-Nan Zhang, Yue Zhang, Yuanxing Liu, Donglin Di, Ting Liu

Generating Chinese Ci with Designated Metrical Structure

Richong Zhang, Xinyu Liu, Xinwei Chen, Zhiyuan Hu, Zhaoqing Xu

A Generalized Language Model in Tensor Space

Lipeng Zhang, Peng Zhang, Xindian Ma, Shuqin Gu, Zhan Su

DRr-Net: Dynamic Re-Read Network for Sentence Semantic Matching

Kun Zhang, Guangyi Lv, Linyuan Wang, Le Wu, Enhong Chen

Bidirectional Transition-Based Dependency Parsing

Yunzhe Yuan, Yong Jiang, Kewei Tu

Exploring Answer Stance Detection with Recurrent Conditional Attention

Jianhua Yuan, Yanyan Zhao, Jingfang Xu, Bing Qin

Distant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding

Changsen Yuan, Heyan Huang, Chong Feng, Xiao Liu, Xiaochi Wei

Combining Axiom Injection and Knowledge Base Completion for Efficient Natural Language Inference

Masashi Yoshikawa, Koji Mineshima, Hiroshi Noji, Daisuke Bekki

Data Augmentation for Spoken Language Understanding via Joint Variational Generation

Kang Min Yoo, Youhyun Shin, Sang-goo Lee

TopicEq: A Joint Topic and Mathematical Equation Model for Scientific Texts

Michihiro Yasunaga, John D. Lafferty

ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks

Michihiro Yasunaga, Jungo Kasai, Rui Zhang, Alexander R. Fabbri, Irene Li

Plan-and-Write: Towards Better Automatic Storytelling

Lili Yao, Nanyun Peng, Ralph Weischedel, Kevin Knight, Dongyan Zhao

Graph Convolutional Networks for Text Classification

Liang Yao, Chengsheng Mao, Yuan Luo

Exploring Human-Like Reading Strategy for Abstractive Text Summarization

Min Yang, Qiang Qu, Wenting Tu, Ying Shen, Zhou Zhao

A Deep Cascade Model for Multi-Document Reading Comprehension

Ming Yan, Jiangnan Xia, Chen Wu, Bin Bi, Zhongzhou Zhao

End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis

Lin Xu, Qixian Zhou, Ke Gong, Xiaodan Liang, Jianheng Tang

Modeling Coherence for Discourse Neural Machine Translation

Hao Xiong, Zhongjun He, Hua Wu, Haifeng Wang

Distributed Representation of Words in Cause and Effect Spaces

Zhipeng Xie, Feiteng Mu

Quantifying Uncertainties in Natural Language Processing Tasks

Yijun Xiao, William Yang Wang

Adaptive Region Embedding for Text Classification

Liuyu Xiang, Xiaoming Jin, Lan Yi, guiguang ding

Syntax-Aware Neural Semantic Role Labeling

Qingrong Xia, Zhenghua Li, Min Zhang, Meishan Zhang, Guohong Fu

Graph Based Translation Memory for Neural Machine Translation

Mengzhou Xia, Guoping Huang, Lemao Liu, Shuming Shi

Switch-Based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning

Yuexin Wu, Xiujun Li, Jingjing Liu, Jianfeng Gao, Yiming Yang

Response Generation by Context-Aware Prototype Editing

Yu Wu, Furu Wei, Shaohan Huang, Yunli Wang, Zhoujun Li

Improving Distantly Supervised Relation Extraction with Neural Noise Converter and Conditional Optimal Selector

Shanchan Wu, Kai Fan, Qiong Zhang

Reverse-Engineering Satire, or “Paper on Computational Humor Accepted despite Making Serious Advances”

Robert West, Eric Horvitz

Translating with Bilingual Topic Knowledge for Neural Machine Translation

Xiangpeng Wei, Yue Hu, Luxi Xing, Yipeng Wang, Li Gao

A Topic-Aware Reinforced Model for Weakly Supervised Stance Detection

Penghui Wei, Wenji Mao, Guandan Chen

Better Fine-Tuning via Instance Weighting for Text Classification

Zhi Wang, Wei Bi, Yan Wang, Xiaojiang Liu

When Do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception Using Individual Treatment Effect Estimation

Zhao Wang, Aron Culotta

A Deep Reinforcement Learning Based Multi-Step Coarse to Fine Question Answering (MSCQA) System

Yu Wang, Hongxia Jin

Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors

Yansen Wang, Ying Shen, Zhun Liu, Paul Pu Liang, Amir Zadeh

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

Xiaoyan Wang, Pavan Kapanipathi, Ryan Musa, Mo Yu, Kartik Talamadupula

Unsupervised Learning Helps Supervised Neural Word Segmentation

Xiaobin Wang, Deng Cai, Linlin Li, Guangwei Xu, Hai Zhao

Transferable Interactive Memory Network for Domain Adaptation in Fine-Grained Opinion Extraction

Wenya Wang, Sinno Jialin Pan

Hierarchical Attention Networks for Sentence Ordering

Tianming Wang, Xiaojun Wan

A Task in a Suit and a Tie: Paraphrase Generation with Semantic Augmentation

Su Wang, Rahul Gupta, Nancy Chang, Jason Baldridge

A Multi-Agent Communication Framework for Question-Worthy Phrase Extraction and Question Generation

Siyuan Wang, zhongyu wei, Zhihao Fan, Yang Liu, Xuanjing Huang

Chinese NER with Height-Limited Constituent Parsing

Rui Wang, Xin Xin, Wei Chang, Kun Ming, Biao Li

Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding

Peifeng Wang, Jialong Han, Chenliang Li, Rong Pan

Template-Based Math Word Problem Solvers with Recursive Neural Networks

Lei Wang, Dongxiang Zhang, Jipeng Zhang, Xing Xu, Lianli Gao

What if We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals in Nature Language Inference Tasks

Haohan Wang, Da Sun, Eric P. Xing

Improving Hypernymy Prediction via Taxonomy Enhanced Adversarial Learning

Chengyu Wang, Xiaofeng He, Aoying Zhou

A Natural Language Corpus of Common Grounding under Continuous and Partially-Observable Context

Takuma Udagawa, Akiko Aizawa

CompareLDA: A Topic Model for Document Comparison

Maksim Tkachenko, Hady W. Lauw

Near-Lossless Binarization of Word Embeddings

Julien Tissier, Christophe Gravier, Amaury Habrard

Generating Live Soccer-Match Commentary from Play Data

Yasufumi Taniguchi, Yukun Feng, Hiroya Takamura, Manabu Okumura

Multi-Matching Network for Multiple Choice Reading Comprehension

Min Tang, Jiaran Cai, Hankz Hankui Zhuo

Jointly Extracting Multiple Triplets with Multilayer Translation Constraints

Zhen Tan, Xiang Zhao, Wei Wang, Weidong Xiao

A Hierarchical Framework for Relation Extraction with Reinforcement Learning

Ryuichi Takanobu, Tianyang Zhang, Jiexi Liu, Minlie Huang

QUAREL: A Dataset and Models for Answering Questions about Qualitative Relationships

Oyvind Tafjord, Peter Clark, Matt Gardner, Wen-tau Yih, Ashish Sabharwal

A Grammar-Based Structural CNN Decoder for Code Generation

Zeyu Sun, Qihao Zhu, Lili Mou, Yingfei Xiong, Ge Li

Towards Sentence-Level Brain Decoding with Distributed Representations

Jingyuan Sun, Shaonan Wang, Jiajun Zhang, Chengqing Zong

Distantly Supervised Entity Relation Extraction with Adapted Manual Annotations

Changzhi Sun, Yuanbin Wu

Fast PMI-Based Word Embedding with Efficient Use of Unobserved Patterns

Behrouz Haji Soleimani, Stan Matwin

Exploring Knowledge Graphs in an Interpretable Composite Approach for Text Entailment

Vivian S. Silva, Andre Freitas, Siegfried Handschuh

GlobalTrait: Personality Alignment of Multilingual Word Embeddings

Farhad Bin Siddique, Dario Bertero, Pascale Fung

A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues

Zhouxing Shi, Minlie Huang

DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization

Jiaxin Shi, Chen Liang, Lei Hou, Juanzi Li, Zhiyuan Liu

Learning to Embed Sentences Using Attentive Recursive Trees

Jiaxin Shi, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang

Analysis of Joint Multilingual Sentence Representations and Semantic K-Nearest Neighbor Graphs

Holger Schwenk, Douwe Kiela, Matthijs Douze

Challenges in the Automatic Analysis of Students’ Diagnostic Reasoning

Claudia Schulz, Christian M. Meyer, Iryna Gurevych

Learning Semantic Representations for Novel Words: Leveraging Both Form and Context

Timo Schick, Hinrich Schütze

On Resolving Ambiguous Anaphoric Expressions in Imperative Discourse

Vasanth Sarathy, Matthias Scheutz

A Hierarchical Multi-Task Approach for Learning Embeddings from Semantic Tasks

Victor Sanh, Thomas Wolf, Sebastian Ruder

Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function

Devendra Singh Sachan, Manzil Zaheer, Ruslan Salakhutdinov

COALA: A Neural Coverage-Based Approach for Long Answer Selection with Small Data

Andreas Rücklé, Nafise Sadat Moosavi, Iryna Gurevych

Zero-Shot Neural Transfer for Cross-Lingual Entity Linking

Shruti Rijhwani, Jiateng Xie, Graham Neubig, Jaime Carbonell

Jointly Learning to Label Sentences and Tokens

Marek Rei, Anders Søgaard

Data-to-Text Generation with Content Selection and Planning

Ratish Puduppully, Li Dong, Mirella Lapata

Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces

Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Lió, Nigel Collier

Found in Translation: Learning Robust Joint Representations by Cyclic Translations between Modalities

Hai Pham, Paul Pu Liang, Thomas Manzini, Louis-Philippe Morency, Barnabás Póczos

Paraphrase Diversification Using Counterfactual Debiasing

Sunghyun Park, Seung-won Hwang, Fuxiang Chen, Jaegul Choo, Jung-Woo Ha

HAS-QA: Hierarchical Answer Spans Model for Open-Domain Question Answering

Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Lixin Su

Analyzing Compositionality-Sensitivity of NLI Models

Yixin Nie, Yicheng Wang, Mohit Bansal

Combining Fact Extraction and Verification with Neural Semantic Matching Networks

Yixin Nie, Haonan Chen, Mohit Bansal