Vol. 34 No. 05: AAAI-20 Technical Tracks 5
AAAI Technical Track: Multiagent Systems
Fair Procedures for Fair Stable Marriage Outcomes
PDFGenerative Attention Networks for Multi-Agent Behavioral Modeling
PDFA Variational Perturbative Approach to Planning in Graph-Based Markov Decision Processes
PDFMulti-Agent Game Abstraction via Graph Attention Neural Network
PDFNeighborhood Cognition Consistent Multi-Agent Reinforcement Learning
PDFMulti-Objective Multi-Agent Planning for Jointly Discovering and Tracking Mobile Objects
PDFMulti-Agent Actor-Critic with Hierarchical Graph Attention Network
PDFClouseau: Generating Communication Protocols from Commitments
PDFArena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence
PDFLearning to Communicate Implicitly by Actions
PDFImproving Policies via Search in Cooperative Partially Observable Games
PDFGeneralized and Sub-Optimal Bipartite Constraints for Conflict-Based Search
PDFShapley Q-Value: A Local Reward Approach to Solve Global Reward Games
PDFFrom Few to More: Large-Scale Dynamic Multiagent Curriculum Learning
PDFSMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning
PDFOptimal Common Contract with Heterogeneous Agents
PDFCOBRA: Context-Aware Bernoulli Neural Networks for Reputation Assessment
PDFBi-Level Actor-Critic for Multi-Agent Coordination
PDFBeyond Trees: Analysis and Convergence of Belief Propagation in Graphs with Multiple Cycles
PDFDistributed Machine Learning through Heterogeneous Edge Systems
PDFParameterised Resource-Bounded ATL
PDFSubsidy Allocations in the Presence of Income Shocks
PDFPartner Selection for the Emergence of Cooperation in Multi-Agent Systems Using Reinforcement Learning
PDFIncentive-Compatible Classification
PDFLearning the Value of Teamwork to Form Efficient Teams
PDFModel Checking Temporal Epistemic Logic under Bounded Recall
PDFODSS: Efficient Hybridization for Optimal Coalition Structure Generation
PDFHS-CAI: A Hybrid DCOP Algorithm via Combining Search with Context-Based Inference
PDFAATEAM: Achieving the Ad Hoc Teamwork by Employing the Attention Mechanism
PDFConvergence of Opinion Diffusion is PSPACE-Complete
PDFA Particle Swarm Based Algorithm for Functional Distributed Constraint Optimization Problems
PDFAn Operational Semantics for True Concurrency in BDI Agent Systems
PDFScalable Decision-Theoretic Planning in Open and Typed Multiagent Systems
PDFParameterized Complexity of Envy-Free Resource Allocation in Social Networks
PDFOn the Convergence of Model Free Learning in Mean Field Games
PDFImplicit Coordination Using FOND Planning
PDFCommunication Learning via Backpropagation in Discrete Channels with Unknown Noise
PDFDistributed Stochastic Gradient Descent with Event-Triggered Communication
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AAAI Technical Track: Natural Language Processing
Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion
PDFDistilling Knowledge from Well-Informed Soft Labels for Neural Relation Extraction
PDFSemantics-Aware BERT for Language Understanding
PDFSG-Net: Syntax-Guided Machine Reading Comprehension
PDFWeakly-Supervised Opinion Summarization by Leveraging External Information
PDFReinforced Curriculum Learning on Pre-Trained Neural Machine Translation Models
PDFBalancing Quality and Human Involvement: An Effective Approach to Interactive Neural Machine Translation
PDFSemi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders
PDFDynamic Reward-Based Dueling Deep Dyna-Q: Robust Policy Learning in Noisy Environments
PDFReplicate, Walk, and Stop on Syntax: An Effective Neural Network Model for Aspect-Level Sentiment Classification
PDFA Pre-Training Based Personalized Dialogue Generation Model with Persona-Sparse Data
PDFJEC-QA: A Legal-Domain Question Answering Dataset
PDFDiscourse Level Factors for Sentence Deletion in Text Simplification
PDFLearning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models
PDFCo-Attention Hierarchical Network: Generating Coherent Long Distractors for Reading Comprehension
PDFEvaluating Commonsense in Pre-Trained Language Models
PDFWho Did They Respond to? Conversation Structure Modeling Using Masked Hierarchical Transformer
PDFMultimodal Summarization with Guidance of Multimodal Reference
PDFLATTE: Latent Type Modeling for Biomedical Entity Linking
PDFMixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space
PDFPHASEN: A Phase-and-Harmonics-Aware Speech Enhancement Network
PDFMeta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text Generation
PDFDialog State Tracking with Reinforced Data Augmentation
PDFEnhancing Pointer Network for Sentence Ordering with Pairwise Ordering Predictions
PDFAutomatic Generation of Headlines for Online Math Questions
PDFImproving Context-Aware Neural Machine Translation Using Self-Attentive Sentence Embedding
PDFCopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning
PDFNeural Simile Recognition with Cyclic Multitask Learning and Local Attention
PDFSpan Model for Open Information Extraction on Accurate Corpus
PDFMulti-Point Semantic Representation for Intent Classification
PDFGraph LSTM with Context-Gated Mechanism for Spoken Language Understanding
PDFExploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification
PDFStructure Learning for Headline Generation
PDFDCMN+: Dual Co-Matching Network for Multi-Choice Reading Comprehension
PDFLearning Long- and Short-Term User Literal-Preference with Multimodal Hierarchical Transformer Network for Personalized Image Caption
PDFLearning Conceptual-Contextual Embeddings for Medical Text
PDFFilling Conversation Ellipsis for Better Social Dialog Understanding
PDFCFGNN: Cross Flow Graph Neural Networks for Question Answering on Complex Tables
PDFTask-Oriented Dialog Systems That Consider Multiple Appropriate Responses under the Same Context
PDFA Dataset for Low-Resource Stylized Sequence-to-Sequence Generation
PDFLatent Opinions Transfer Network for Target-Oriented Opinion Words Extraction
PDFCopy or Rewrite: Hybrid Summarization with Hierarchical Reinforcement Learning
PDFJoint Entity and Relation Extraction with a Hybrid Transformer and Reinforcement Learning Based Model
PDFAttentive User-Engaged Adversarial Neural Network for Community Question Answering
PDFHashing Based Answer Selection
PDFKnowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation
PDFThe Value of Paraphrase for Knowledge Base Predicates
PDFCoordinated Reasoning for Cross-Lingual Knowledge Graph Alignment
PDFImproving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning
PDFKnowledge and Cross-Pair Pattern Guided Semantic Matching for Question Answering
PDFTowards Making the Most of BERT in Neural Machine Translation
PDFAlternating Language Modeling for Cross-Lingual Pre-Training
PDFGeneralize Sentence Representation with Self-Inference
PDFEnd-to-End Bootstrapping Neural Network for Entity Set Expansion
PDFBe Relevant, Non-Redundant, and Timely: Deep Reinforcement Learning for Real-Time Event Summarization
PDFVisual Agreement Regularized Training for Multi-Modal Machine Translation
PDFCausally Denoise Word Embeddings Using Half-Sibling Regression
PDFA Causal Inference Method for Reducing Gender Bias in Word Embedding Relations
PDFIntegrating Relation Constraints with Neural Relation Extractors
PDFUnsupervised Neural Dialect Translation with Commonality and Diversity Modeling
PDFNeural Question Generation with Answer Pivot
PDFReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion
PDFNeural Machine Translation with Byte-Level Subwords
PDFBridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation
PDFImproving Knowledge-Aware Dialogue Generation via Knowledge Base Question Answering
PDFSentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning
PDFStorytelling from an Image Stream Using Scene Graphs
PDFMulti-Task Self-Supervised Learning for Disfluency Detection
PDFProbing Brain Activation Patterns by Dissociating Semantics and Syntax in Sentences
PDFMulti-Level Head-Wise Match and Aggregation in Transformer for Textual Sequence Matching
PDFMasking Orchestration: Multi-Task Pretraining for Multi-Role Dialogue Representation Learning
PDFIntegrating Deep Learning with Logic Fusion for Information Extraction
PDFGo From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks
PDFTextNAS: A Neural Architecture Search Space Tailored for Text Representation
PDFLearning Multi-Level Dependencies for Robust Word Recognition
PDFGRET: Global Representation Enhanced Transformer
PDFAcquiring Knowledge from Pre-Trained Model to Neural Machine Translation
PDFEnhanced Meta-Learning for Cross-Lingual Named Entity Recognition with Minimal Resources
PDFImportance-Aware Learning for Neural Headline Editing
PDFERNIE 2.0: A Continual Pre-Training Framework for Language Understanding
PDFGenerating Diverse Translation by Manipulating Multi-Head Attention
PDFTreeGen: A Tree-Based Transformer Architecture for Code Generation
PDFLearning Relationships between Text, Audio, and Video via Deep Canonical Correlation for Multimodal Language Analysis
PDFDistributed Representations for Arithmetic Word Problems
PDFAdapting Language Models for Non-Parallel Author-Stylized Rewriting
PDFBoundary Enhanced Neural Span Classification for Nested Named Entity Recognition
PDFMulti-Label Patent Categorization with Non-Local Attention-Based Graph Convolutional Network
PDFCapturing Sentence Relations for Answer Sentence Selection with Multi-Perspective Graph Encoding
PDFImage Enhanced Event Detection in News Articles
PDFFine-Grained Argument Unit Recognition and Classification
PDFSentence Generation for Entity Description with Content-Plan Attention
PDFCapturing Greater Context for Question Generation
PDFSelect, Answer and Explain: Interpretable Multi-Hop Reading Comprehension over Multiple Documents
PDFAn Annotated Corpus of Reference Resolution for Interpreting Common Grounding
PDFA Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings
PDFA Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency
PDFMulti-View Consistency for Relation Extraction via Mutual Information and Structure Prediction
PDFParsing as Pretraining
PDFTarget-Aspect-Sentiment Joint Detection for Aspect-Based Sentiment Analysis
PDFGraph-Based Transformer with Cross-Candidate Verification for Semantic Parsing
PDFQ-BERT: Hessian Based Ultra Low Precision Quantization of BERT
PDFOn the Generation of Medical Question-Answer Pairs
PDFIntroVNMT: An Introspective Model for Variational Neural Machine Translation
PDFUnderstanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses
PDFLatent-Variable Non-Autoregressive Neural Machine Translation with Deterministic Inference Using a Delta Posterior
PDFEvaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation
PDFLow Resource Sequence Tagging with Weak Labels
PDFModelling Form-Meaning Systematicity with Linguistic and Visual Features
PDFGenerating Persona Consistent Dialogues by Exploiting Natural Language Inference
PDFAlignment-Enhanced Transformer for Constraining NMT with Pre-Specified Translations
PDFJoint Parsing and Generation for Abstractive Summarization
PDFControlling the Amount of Verbatim Copying in Abstractive Summarization
PDFAttractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation
PDFAssessing the Benchmarking Capacity of Machine Reading Comprehension Datasets
PDFRelation Extraction with Convolutional Network over Learnable Syntax-Transport Graph
PDFLearning Sparse Sharing Architectures for Multiple Tasks
PDFHistory-Adaption Knowledge Incorporation Mechanism for Multi-Turn Dialogue System
PDFSPARQA: Skeleton-Based Semantic Parsing for Complex Questions over Knowledge Bases
PDFNeural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning
PDFSolving Sequential Text Classification as Board-Game Playing
PDFLexical Simplification with Pretrained Encoders
PDFDynamic Knowledge Routing Network for Target-Guided Open-Domain Conversation
PDFDCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification
PDFGenerative Adversarial Zero-Shot Relational Learning for Knowledge Graphs
PDFEntrainment2Vec: Embedding Entrainment for Multi-Party Dialogues
PDFTowards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset
PDFThinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation
PDFMulti-Task Learning with Generative Adversarial Training for Multi-Passage Machine Reading Comprehension
PDFProbing Natural Language Inference Models through Semantic Fragments
PDFGetting Closer to AI Complete Question Answering: A Set of Prerequisite Real Tasks
PDFWinoGrande: An Adversarial Winograd Schema Challenge at Scale
PDFHierarchical Reinforcement Learning for Open-Domain Dialog
PDFCASIE: Extracting Cybersecurity Event Information from Text
PDFSensEmBERT: Context-Enhanced Sense Embeddings for Multilingual Word Sense Disambiguation
PDFRare Words: A Major Problem for Contextualized Embeddings and How to Fix it by Attentive Mimicking
PDFCan Embeddings Adequately Represent Medical Terminology? New Large-Scale Medical Term Similarity Datasets Have the Answer!
PDFInterpretable Rumor Detection in Microblogs by Attending to User Interactions
PDFAutomatic Fact-Guided Sentence Modification
PDFAre Noisy Sentences Useless for Distant Supervised Relation Extraction?
PDFRobust Named Entity Recognition with Truecasing Pretraining
PDFSimplify-Then-Translate: Automatic Preprocessing for Black-Box Translation
PDFRefNet: A Reference-Aware Network for Background Based Conversation
PDFEnhancing Natural Language Inference Using New and Expanded Training Data Sets and New Learning Models
PDFTRENDNERT: A Benchmark for Trend and Downtrend Detection in a Scientific Domain
PDFConclusion-Supplement Answer Generation for Non-Factoid Questions
PDFEffective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction
PDFMerging Weak and Active Supervision for Semantic Parsing
PDFMessage Passing Attention Networks for Document Understanding
PDFDeep Residual-Dense Lattice Network for Speech Enhancement
PDFAvgOut: A Simple Output-Probability Measure to Eliminate Dull Responses
PDFControlling Neural Machine Translation Formality with Synthetic Supervision
PDFFine-Grained Entity Typing for Domain Independent Entity Linking
PDFMask & Focus: Conversation Modelling by Learning Concepts
PDFAssociating Natural Language Comment and Source Code Entities
PDFKnowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment Analysis
PDFMTSS: Learn from Multiple Domain Teachers and Become a Multi-Domain Dialogue Expert
PDFVerb Class Induction with Partial Supervision
PDFTowards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets
PDFTranslation-Based Matching Adversarial Network for Cross-Lingual Natural Language Inference
PDFGlobal Greedy Dependency Parsing
PDFMOSS: End-to-End Dialog System Framework with Modular Supervision
PDFEmbedding Compression with Isotropic Iterative Quantization
PDFSemi-Supervised Learning on Meta Structure: Multi-Task Tagging and Parsing in Low-Resource Scenarios
PDFHierarchical Attention Network with Pairwise Loss for Chinese Zero Pronoun Resolution
PDFDiscovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement
PDFIntegrating Linguistic Knowledge to Sentence Paraphrase Generation
PDFRevision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning
PDFJoint Character-Level Word Embedding and Adversarial Stability Training to Defend Adversarial Text
PDFA Robust Adversarial Training Approach to Machine Reading Comprehension
PDFHAMNER: Headword Amplified Multi-Span Distantly Supervised Method for Domain Specific Named Entity Recognition
PDFTensor Graph Convolutional Networks for Text Classification
PDFSynchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding
PDFCatGAN: Category-Aware Generative Adversarial Networks with Hierarchical Evolutionary Learning for Category Text Generation
PDFAttention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems
PDFHierarchical Contextualized Representation for Named Entity Recognition
PDFGraph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering
PDFFPETS: Fully Parallel End-to-End Text-to-Speech System
PDFImproving Question Generation with Sentence-Level Semantic Matching and Answer Position Inferring
PDFCAWA: An Attention-Network for Credit Attribution
PDFALOHA: Artificial Learning of Human Attributes for Dialogue Agents
PDFRecursively Binary Modification Model for Nested Named Entity Recognition
PDFGraphER: Token-Centric Entity Resolution with Graph Convolutional Neural Networks
PDFICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network
PDFAspect-Aware Multimodal Summarization for Chinese E-Commerce Products
PDFKeywords-Guided Abstractive Sentence Summarization
PDFNeuron Interaction Based Representation Composition for Neural Machine Translation
PDFCross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce
PDFSimultaneous Learning of Pivots and Representations for Cross-Domain Sentiment Classification
PDFRobuTrans: A Robust Transformer-Based Text-to-Speech Model
PDFWhy Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER
PDFMetaMT, a Meta Learning Method Leveraging Multiple Domain Data for Low Resource Machine Translation
PDFRelevance-Promoting Language Model for Short-Text Conversation
PDFTowards Zero-Shot Learning for Automatic Phonemic Transcription
PDFSelf-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction
PDFSpan-Based Neural Buffer: Towards Efficient and Effective Utilization of Long-Distance Context for Neural Sequence Models
PDFNeural Machine Translation with Joint Representation
PDFEnd-to-End Trainable Non-Collaborative Dialog System
PDFComplementary Auxiliary Classifiers for Label-Conditional Text Generation
PDFExplicit Sentence Compression for Neural Machine Translation
PDFBayes-Adaptive Monte-Carlo Planning and Learning for Goal-Oriented Dialogues
PDFReal-Time Emotion Recognition via Attention Gated Hierarchical Memory Network
PDFMMM: Multi-Stage Multi-Task Learning for Multi-Choice Reading Comprehension
PDFIs BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment
PDFSemSUM: Semantic Dependency Guided Neural Abstractive Summarization
PDFRelation Extraction Exploiting Full Dependency Forests
PDFMonolingual Transfer Learning via Bilingual Translators for Style-Sensitive Paraphrase Generation
PDFSyntactically Look-Ahead Attention Network for Sentence Compression
PDFLearning to Learn Morphological Inflection for Resource-Poor Languages
PDFWeakly Supervised POS Taggers Perform Poorly on Truly Low-Resource Languages
PDFInfusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks
PDFQASC: A Dataset for Question Answering via Sentence Composition
PDFModality-Balanced Models for Visual Dialogue
PDFTop-Down RST Parsing Utilizing Granularity Levels in Documents
PDFMA-DST: Multi-Attention-Based Scalable Dialog State Tracking
PDFDeep Attentive Ranking Networks for Learning to Order Sentences
PDFCSI: A Coarse Sense Inventory for 85% Word Sense Disambiguation
PDFA General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces
PDFMulti-Task Learning for Metaphor Detection with Graph Convolutional Neural Networks and Word Sense Disambiguation
PDFSegment-Then-Rank: Non-Factoid Question Answering on Instructional Videos
PDFMulti-Source Domain Adaptation for Text Classification via DistanceNet-Bandits
PDFFine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation
PDFMulti-Scale Self-Attention for Text Classification
PDFFact-Aware Sentence Split and Rephrase with Permutation Invariant Training
PDFP-SIF: Document Embeddings Using Partition Averaging
PDFCASE: Context-Aware Semantic Expansion
PDFManyModalQA: Modality Disambiguation and QA over Diverse Inputs
PDFWhat Do You Mean ‘Why?’: Resolving Sluices in Conversations
PDFOne Homonym per Translation
PDFInteractive Fiction Games: A Colossal Adventure
PDFLatent Relation Language Models
PDFKnowledge-Graph Augmented Word Representations for Named Entity Recognition
PDFImproving Neural Relation Extraction with Positive and Unlabeled Learning
PDFEmu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization
PDFUnsupervised Interlingual Semantic Representations from Sentence Embeddings for Zero-Shot Cross-Lingual Transfer
PDFKnowledge-Enriched Visual Storytelling
PDFLeveraging Multi-Token Entities in Document-Level Named Entity Recognition
PDFWhat Makes A Good Story? Designing Composite Rewards for Visual Storytelling
PDFMALA: Cross-Domain Dialogue Generation with Action Learning
PDFPrivacy Enhanced Multimodal Neural Representations for Emotion Recognition
PDFAsymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation
PDFDetecting Asks in Social Engineering Attacks: Impact of Linguistic and Structural Knowledge
PDFCorpus Wide Argument Mining—A Working Solution
PDFLatent Emotion Memory for Multi-Label Emotion Classification
PDFTranslucent Answer Predictions in Multi-Hop Reading Comprehension
PDFPosterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network
PDFLearning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation
PDFDiscontinuous Constituent Parsing with Pointer Networks
PDFRethinking Generalization of Neural Models: A Named Entity Recognition Case Study
PDFDocument Summarization with VHTM: Variational Hierarchical Topic-Aware Mechanism
PDFOpen Domain Event Text Generation
PDFABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs
PDFLikelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection in Task Oriented Dialog
PDFNeural Snowball for Few-Shot Relation Learning
PDFTANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection
PDFPredictive Engagement: An Efficient Metric for Automatic Evaluation of Open-Domain Dialogue Systems
PDFTwo-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation
PDFA Large-Scale Dataset for Argument Quality Ranking: Construction and Analysis
PDFTwo Birds with One Stone: Investigating Invertible Neural Networks for Inverse Problems in Morphology
PDFWorking Memory-Driven Neural Networks with a Novel Knowledge Enhancement Paradigm for Implicit Discourse Relation Recognition
PDFDMRM: A Dual-Channel Multi-Hop Reasoning Model for Visual Dialog
PDFSequence Generation with Optimal-Transport-Enhanced Reinforcement Learning
PDFSchema-Guided Multi-Domain Dialogue State Tracking with Graph Attention Neural Networks
PDFImproving Entity Linking by Modeling Latent Entity Type Information
PDFTemPEST: Soft Template-Based Personalized EDM Subject Generation through Collaborative Summarization
PDFLearning to Map Frequent Phrases to Sub-Structures of Meaning Representation for Neural Semantic Parsing
PDFAttending to Entities for Better Text Understanding
PDFDynamic Embedding on Textual Networks via a Gaussian Process
PDFCross-Lingual Natural Language Generation via Pre-Training
PDFAn Empirical Study of Content Understanding in Conversational Question Answering
PDFHow to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions
PDFGuiding Attention in Sequence-to-Sequence Models for Dialogue Act Prediction
PDFDiscriminative Sentence Modeling for Story Ending Prediction
PDFMultiple Positional Self-Attention Network for Text Classification
PDFAdversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis
PDFHypernym Detection Using Strict Partial Order Networks
PDFJust Add Functions: A Neural-Symbolic Language Model
PDFAn Iterative Polishing Framework Based on Quality Aware Masked Language Model for Chinese Poetry Generation
PDFJoint Learning of Answer Selection and Answer Summary Generation in Community Question Answering
PDFOn Measuring and Mitigating Biased Inferences of Word Embeddings
PDFLeDeepChef Deep Reinforcement Learning Agent for Families of Text-Based Games
PDFKnowledge Distillation from Internal Representations
PDFModelling Sentence Pairs via Reinforcement Learning: An Actor-Critic Approach to Learn the Irrelevant Words
PDFEnd-to-End Argumentation Knowledge Graph Construction
PDFStory Realization: Expanding Plot Events into Sentences
PDFDo Not Have Enough Data? Deep Learning to the Rescue!
PDFFine-Grained Named Entity Typing over Distantly Supervised Data Based on Refined Representations
PDFUnderstanding the Semantic Content of Sparse Word Embeddings Using a Commonsense Knowledge Base
PDFSimultaneously Linking Entities and Extracting Relations from Biomedical Text without Mention-Level Supervision
PDFZero-Resource Cross-Lingual Named Entity Recognition
PDFGenerating Well-Formed Answers by Machine Reading with Stochastic Selector Networks
PDFPIQA: Reasoning about Physical Commonsense in Natural Language
PDFBack to the Future – Temporal Adaptation of Text Representations
PDFModelling Semantic Categories Using Conceptual Neighborhood
PDFInducing Relational Knowledge from BERT
PDFGraph Transformer for Graph-to-Sequence Learning
PDFLearning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation
PDFUnsupervised Domain Adaptation on Reading Comprehension
PDFZero-Shot Text-to-SQL Learning with Auxiliary Task
PDFHyperbolic Interaction Model for Hierarchical Multi-Label Classification
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