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Slide 1
57th ANNUAL MEEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS
Fortezza - Firenze
29 July 2019
Cavaniglia
08:45 - 10:00
Conference Opening and ACL Presidential Address

http://www.livecongress.it/aol/indexSA.php?id=B4E7B438&ticket=

http://www.livecongress.it/aol/indexSA.php?id=F04E4E7C&ticket=
10:30 - 12:10
Session 1A: Dialogue and Interactive Systems 1 - Neural Conversation Models
Moderatori: Jinho D. Choi
Incremental Transformer with Deliberation Decoder for Document Grounded Conversations
http://www.livecongress.it/aol/indexSA.php?id=54F504AE&ticket=
Improving Multi-turn Dialogue Modelling with Utterance ReWriter
http://www.livecongress.it/aol/indexSA.php?id=C7DB2A2A&ticket=
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study
http://www.livecongress.it/aol/indexSA.php?id=8FE25D36&ticket=
Boosting Dialog Response Generation
http://www.livecongress.it/aol/indexSA.php?id=8E215DC8&ticket=
Constructing Interpretive Spatio-Temporal Features for Multi-Turn Responses Selection
http://www.livecongress.it/aol/indexSA.php?id=3D5DCFB4&ticket=
13:50 - 15:30
Session 2A: Dialogue and Interactive Systems 2 - Task-Oriented Dialogue
Moderatori: Yun-Nung Chen
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems
http://www.livecongress.it/aol/indexSA.php?id=4989C85D&ticket=
Multi-Task Networks with Universe, Group, and Task Feature Learning
http://www.livecongress.it/aol/indexSA.php?id=D2708038&ticket=
Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue
http://www.livecongress.it/aol/indexSA.php?id=9CD90B52&ticket=
Learning End-to-End Goal-Oriented Dialog with Maximal User Task Success and Minimal Human Agent Use
http://www.livecongress.it/aol/indexSA.php?id=2AE868E2&ticket=
16:00 - 17:40
Session 3D: Machine Translation 2
Moderatori: Taro Watanabe
Neural Machine Translation with Reordering Embeddings
http://www.livecongress.it/aol/indexSA.php?id=E797D68D&ticket=
Neural Fuzzy Repair: Integrating Fuzzy Matches into Neural Machine Translation
http://www.livecongress.it/aol/indexSA.php?id=7F708BDE&ticket=
Learning Deep Transformer Models for Machine Translation
http://www.livecongress.it/aol/indexSA.php?id=F71019C6&ticket=
Generating Diverse Translations with Sentence Codes
http://www.livecongress.it/aol/indexSA.php?id=AC602542&ticket=
Self-Supervised Neural Machine Translation
http://www.livecongress.it/aol/indexSA.php?id=5A53689D&ticket=
Exploring Phoneme-Level Speech Representations for End-to-End Speech Translation
http://www.livecongress.it/aol/indexSA.php?id=585723E1&ticket=
Hall 1+3
10:30 - 12:10
Session 1D: Machine Translation 1
Moderatori: Zhaopeng Tu
Unsupervised Pivot Translation for Distant Languages
http://www.livecongress.it/aol/indexSA.php?id=1C73DFE8&ticket=
Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces
http://www.livecongress.it/aol/indexSA.php?id=2650A757&ticket=
An Effective Approach to Unsupervised Machine Translation
http://www.livecongress.it/aol/indexSA.php?id=7DC7C465&ticket=
Effective Adversarial Regularization for Neural Machine Translation
http://www.livecongress.it/aol/indexSA.php?id=A4101019&ticket=
Revisiting Low-Resource Neural Machine Translation: A Case Study
http://www.livecongress.it/aol/indexSA.php?id=24A8D752&ticket=
Domain Adaptive Inference for Neural Machine Translation
http://www.livecongress.it/aol/indexSA.php?id=F6E70C81&ticket=
13:50 - 15:30
Session 2B: Textual Inference and Other Areas of Semantics
Moderatori: Ekaterina Kochmar
Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing
http://www.livecongress.it/aol/indexSA.php?id=31A7E9C9&ticket=
Knowledge-aware Pronoun Coreference Resolution
http://www.livecongress.it/aol/indexSA.php?id=B8E7A97A&ticket=
Don’t Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference
http://www.livecongress.it/aol/indexSA.php?id=71BE2567&ticket=
GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification
http://www.livecongress.it/aol/indexSA.php?id=E3DA68DE&ticket=
SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference
http://www.livecongress.it/aol/indexSA.php?id=103836D1&ticket=
16:00 - 17:40
Session 3F: Machine Learning
Moderatori: Isabelle Augenstein
Continual and Multi-Task Architecture Search
http://www.livecongress.it/aol/indexSA.php?id=358F5109&ticket=
Semi-supervised Stochastic Multi-Domain Learning using Variational Inference
http://www.livecongress.it/aol/indexSA.php?id=E06DA140&ticket=
Boosting Entity Linking Performance by Leveraging Unlabeled Documents
http://www.livecongress.it/aol/indexSA.php?id=078E7FAC&ticket=
Pre-Learning Environment Representations for Data-Efficient Neural Instruction Following
http://www.livecongress.it/aol/indexSA.php?id=F082A4FD&ticket=
Hall 2
10:30 - 12:10
Session 1B: Sentence-level Semantics
Moderatori: Ivan Titov
Semantic Parsing with Dual Learning
http://www.livecongress.it/aol/indexSA.php?id=AE404C39&ticket=
Semantic Expressive Capacity with Bounded Memory
http://www.livecongress.it/aol/indexSA.php?id=13A89A3B&ticket=
AMR Parsing as Sequence-to-Graph Transduction
http://www.livecongress.it/aol/indexSA.php?id=9D58FBA7&ticket=
Generating Logical Forms from Graph Representations of Text and Entities
http://www.livecongress.it/aol/indexSA.php?id=C3825276&ticket=
Learning Compressed Sentence Representations for On-Device Text Processing
http://www.livecongress.it/aol/indexSA.php?id=104CE31B&ticket=
13:50 - 15:30
Session 2D: Sentiment Analysis and Argument Mining 1
Moderatori: Smaranda Muresan
Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network
http://www.livecongress.it/aol/indexSA.php?id=8E5D8305&ticket=
From Surrogacy to Adoption; From Bitcoin to Cryptocurrency: Debate Topic Expansion
http://www.livecongress.it/aol/indexSA.php?id=201C8491&ticket=
Multimodal and Multi-view Models for Emotion Recognition
http://www.livecongress.it/aol/indexSA.php?id=581B1C5F&ticket=
Argument Invention from First Principles
http://www.livecongress.it/aol/indexSA.php?id=295739BF&ticket=
16:00 - 17:40
Session 3A: Bias in Language Processing
Moderatori: Dirk Hovy
Mitigating Gender Bias in Natural Language Processing: Literature Review
http://www.livecongress.it/aol/indexSA.php?id=21BC2F13&ticket=
Gender-preserving Debiasing for Pre-trained Word Embeddings
http://www.livecongress.it/aol/indexSA.php?id=5AC86AD5&ticket=
Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology
http://www.livecongress.it/aol/indexSA.php?id=46479162&ticket=
A Transparent Framework for Evaluating Unintended Demographic Bias in Word Embeddings
http://www.livecongress.it/aol/indexSA.php?id=B7A3BD9D&ticket=
The Risk of Racial Bias in Hate Speech Detection
http://www.livecongress.it/aol/indexSA.php?id=340CF9ED&ticket=
Evaluating Gender Bias in Machine Translation
http://www.livecongress.it/aol/indexSA.php?id=D597ED0C&ticket=
Hall 4
10:30 - 12:10
Session 1E: Information Extraction and Text Mining 1
Moderatori: Eduardo Blanco
Neural Relation Extraction for Knowledge Base Enrichment
http://www.livecongress.it/aol/indexSA.php?id=9815D820&ticket=
Attention Guided Graph Convolutional Networks for Relation Extraction
http://www.livecongress.it/aol/indexSA.php?id=512CB02E&ticket=
Spatial Aggregation Facilitates Discovery of Spatial Topics
http://www.livecongress.it/aol/indexSA.php?id=95D3D1BF&ticket=
Relation Embedding with Dihedral Group in Knowledge Graph
http://www.livecongress.it/aol/indexSA.php?id=73C97C93&ticket=
Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation
http://www.livecongress.it/aol/indexSA.php?id=8EBAFBD5&ticket=
13:50 - 15:30
Session 2E: Summarization 1
Moderatori: Chin-Yew Lin
Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization
http://www.livecongress.it/aol/indexSA.php?id=7E28EF30&ticket=
Global Optimization under Length Constraint for Neural Text Summarization
http://www.livecongress.it/aol/indexSA.php?id=83AE2636&ticket=
Searching for Effective Neural Extractive Summarization: What Works and What’s Next
http://www.livecongress.it/aol/indexSA.php?id=9018D5E5&ticket=
A Simple Theoretical Model of Importance for Summarization
http://www.livecongress.it/aol/indexSA.php?id=0E24D59E&ticket=
Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model
http://www.livecongress.it/aol/indexSA.php?id=A6276A5B&ticket=
16:00 - 17:40
Session 3B: Word-level Semantics 1
Moderatori: Eneko Agirre
LSTMEmbed: Learning Word and Sense Representations from a Large Semantically Annotated Corpus with Long Short-Term Memories
http://www.livecongress.it/aol/indexSA.php?id=07373712&ticket=
Understanding Undesirable Word Embedding Associations
http://www.livecongress.it/aol/indexSA.php?id=9B074BFB&ticket=
Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings
http://www.livecongress.it/aol/indexSA.php?id=4F9A84B7&ticket=
SphereRE: Distinguishing Lexical Relations with Hyperspherical Relation Embeddings
http://www.livecongress.it/aol/indexSA.php?id=BEC25C6B&ticket=
Hall 5
10:30 - 12:10
Session 1F: Machine
Moderatori: Chris Dyer
Augmenting Neural Networks with First-order Logic
http://www.livecongress.it/aol/indexSA.php?id=3B38CFE5&ticket=
Self-Regulated Interactive Sequence-to-Sequence Learning
http://www.livecongress.it/aol/indexSA.php?id=53DB16EB&ticket=
Neural Sequence-to-Sequence Models from Weak Feedback with Bipolar Ramp Loss
http://www.livecongress.it/aol/indexSA.php?id=170AB513&ticket=
You Only Need Attention to Traverse Trees
http://www.livecongress.it/aol/indexSA.php?id=8B5A0F92&ticket=
The Referential Reader: A Recurrent Entity Network for Anaphora Resolution
http://www.livecongress.it/aol/indexSA.php?id=1F180B32&ticket=
Adaptive Attention Span in Transformers
http://www.livecongress.it/aol/indexSA.php?id=31FD932C&ticket=
13:50 - 15:30
Session 2F: Document Analysis
Moderatori: Ken Church
Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency
http://www.livecongress.it/aol/indexSA.php?id=F4FC246C&ticket=
Heuristic Authorship Obfuscation
http://www.livecongress.it/aol/indexSA.php?id=78B86EFB&ticket=
SECTOR: A Neural Model for Coherent Topic Segmentation and Classification
http://www.livecongress.it/aol/indexSA.php?id=158E452D&ticket=
Categorical Metadata Representation for Customized Text Classification
http://www.livecongress.it/aol/indexSA.php?id=82F13092&ticket=
Text Categorization by Learning Predominant Sense of Words as Auxiliary Task
http://www.livecongress.it/aol/indexSA.php?id=76FAE172&ticket=
16:00 - 17:40
Session 3E: Vision, Robotics, Multimodal, Grounding and Speech
Moderatori: Sien Moens
Visually Grounded Neural Syntax Acquisition
http://www.livecongress.it/aol/indexSA.php?id=FA946032&ticket=
Stay on the Path: Instruction Fidelity in Vision-and-Language Navigation
http://www.livecongress.it/aol/indexSA.php?id=FB08A87B&ticket=
Expressing Visual Relationships via Language
http://www.livecongress.it/aol/indexSA.php?id=4670A473&ticket=
Weakly-Supervised Spatio-Temporally Grounding Natural Sentence in Video
http://www.livecongress.it/aol/indexSA.php?id=67AB4650&ticket=
The PhotoBook Dataset: Building Common Ground through Visually-Grounded Dialogue
http://www.livecongress.it/aol/indexSA.php?id=8C4B27E6&ticket=
Hall 6
10:30 - 12:10
Session 1C: Tagging, Chunking, Syntax and Parsing 1
Moderatori: Roi Reichart
The (Non-)Utility of Structural Features in BiLSTM-based Dependency Parsers
http://www.livecongress.it/aol/indexSA.php?id=657F4F5A&ticket=
Automatic Generation of High Quality CCGbanks for Parser Domain Adaptation
http://www.livecongress.it/aol/indexSA.php?id=261E840D&ticket=
A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using a Tag Hierarchy
http://www.livecongress.it/aol/indexSA.php?id=BACD0B2B&ticket=
Massively Multilingual Transfer for NER
http://www.livecongress.it/aol/indexSA.php?id=F35AEF82&ticket=
Reliability-aware Dynamic Feature Composition for Name Tagging
http://www.livecongress.it/aol/indexSA.php?id=625BF457&ticket=
13:50 - 15:30
Session 2C: Applications 1 - Health
Moderatori: Sarvnaz Karimi
Extracting Symptoms and their Status from Clinical Conversations
http://www.livecongress.it/aol/indexSA.php?id=A783275F&ticket=
What Makes a Good Counselor? Learning to Distinguish between High-quality and Low-quality Counseling Conversations
http://www.livecongress.it/aol/indexSA.php?id=BF0C0101&ticket=
Finding Your Voice: The Linguistic Development of Mental Health Counselors
http://www.livecongress.it/aol/indexSA.php?id=BAB48603&ticket=
Towards Automating Healthcare Question Answering in a Noisy Multilingual Low-Resource Setting
http://www.livecongress.it/aol/indexSA.php?id=1F6151FB&ticket=
Joint Entity Extraction and Assertion Detection for Clinical Text
http://www.livecongress.it/aol/indexSA.php?id=7676AB26&ticket=
HEAD-QA: A Healthcare Dataset for Complex Reasoning
http://www.livecongress.it/aol/indexSA.php?id=2871E7C4&ticket=
16:00 - 17:40
Session 3C: Multilinguality and Morphology
Moderatori: Jon May
Multilingual Factor Analysis
http://www.livecongress.it/aol/indexSA.php?id=384B4279&ticket=
Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach
http://www.livecongress.it/aol/indexSA.php?id=73492898&ticket=
Meaning to Form: Measuring Systematicity as Information
http://www.livecongress.it/aol/indexSA.php?id=57F84623&ticket=
Learning Morphosyntactic Analyzers from the Bible via Iterative Annotation Projection across 26 Languages
http://www.livecongress.it/aol/indexSA.php?id=25CFBCA9&ticket=
Adversarial Multitask Learning for Joint Multi-Feature and Multi-Dialect Morphological Modeling
http://www.livecongress.it/aol/indexSA.php?id=6ED2D616&ticket=
30 July 2019
Cavaniglia
10:30 - 12:10
Session 4F: Machine Learning 3
Moderatori: Sujith Ravi
FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms
http://www.livecongress.it/aol/indexSA.php?id=54842C94&ticket=
Is Attention Interpretable?
http://www.livecongress.it/aol/indexSA.php?id=4D89B893&ticket=
Correlating Neural and Symbolic Representations of Language
http://www.livecongress.it/aol/indexSA.php?id=D986DBC4&ticket=
Interpretable Neural Predictions with Differentiable Binary Variables
http://www.livecongress.it/aol/indexSA.php?id=7F413135&ticket=
Transformer-XL: Attentive Language Models beyond a Fixed-Length Context
http://www.livecongress.it/aol/indexSA.php?id=14D2E6A7&ticket=
13:50 - 15:30
Session 5D: Sentiment Analysis and Argument Mining 2
Moderatori: Siddharth Patwardhan
A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction
http://www.livecongress.it/aol/indexSA.php?id=E1D79B56&ticket=
Tree Communication Models for Sentiment Analysis
http://www.livecongress.it/aol/indexSA.php?id=5A38EC42&ticket=
Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text
http://www.livecongress.it/aol/indexSA.php?id=ABE26E3F&ticket=
Exploring Sequence-to-Sequence Learning in Aspect Term Extraction
http://www.livecongress.it/aol/indexSA.php?id=5CE72A71&ticket=
Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network
http://www.livecongress.it/aol/indexSA.php?id=C1B54986&ticket=
16:00 - 17:20
ACL Awards
Test of Time Paper Awards (“10 years” and “25 years” categories)
http://www.livecongress.it/aol/indexSA.php?id=B6A2D6ED&ticket=
Test of Time Paper Awards (“10 years” and “25 years” categories)
http://www.livecongress.it/aol/indexSA.php?id=E737C390&ticket=
The newly created Distinguished Service Award
http://www.livecongress.it/aol/indexSA.php?id=817CDE82&ticket=
The newly created Distinguished Service Award
http://www.livecongress.it/aol/indexSA.php?id=29E352D4&ticket=
The Lifetime Achievement Award
http://www.livecongress.it/aol/indexSA.php?id=D85DE959&ticket=
The Lifetime Achievement Award
http://www.livecongress.it/aol/indexSA.php?id=71394FD9&ticket=
17:30 - 19:00
ACL Business Meeting
ACL Reviewing Survey Summary
http://www.livecongress.it/aol/indexSA.php?id=E2EAED7D&ticket=
The Reviewing Design Space
http://www.livecongress.it/aol/indexSA.php?id=C87E743F&ticket=
Hall 1+3
10:30 - 12:10
Session 4A: Dialogue and Generation
Moderatori: Rebecca J. Passonneau
Domain Adaptive Dialog Generation via Meta Learning
http://www.livecongress.it/aol/indexSA.php?id=D105038E&ticket=
Strategies for Structuring Story Generation
http://www.livecongress.it/aol/indexSA.php?id=86CBD2C0&ticket=
Argument Generation with Retrieval, Planning, and Realization
http://www.livecongress.it/aol/indexSA.php?id=56E54B61&ticket=
A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation
http://www.livecongress.it/aol/indexSA.php?id=90E1F891&ticket=
Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information
http://www.livecongress.it/aol/indexSA.php?id=62CD7DF0&ticket=
A Working Memory Model for Task-oriented Dialog Response Generation
http://www.livecongress.it/aol/indexSA.php?id=2B8014E8&ticket=
13:50 - 15:30
Session 5B: Semantics
Moderatori: Omri Abend
No word is an island - a transformation weighting model for semantic composition
http://www.livecongress.it/aol/indexSA.php?id=F96C0549&ticket=
Syntax-aware Semantic Role Labeling without Parsing
http://www.livecongress.it/aol/indexSA.php?id=EF0D2024&ticket=
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference
http://www.livecongress.it/aol/indexSA.php?id=423FC048&ticket=
Learning Typed Entailment Graphs with Global Soft Constraints
http://www.livecongress.it/aol/indexSA.php?id=B52B2806&ticket=
Hall 2
10:30 - 12:10
Session 4D: Social Media 1
Moderatori: Cristian Danescu-Niculescu-Mizil
Joint Effects of Context and User History for Predicting Online Conversation Re-entries
http://www.livecongress.it/aol/indexSA.php?id=59BAFE28&ticket=
CONAN - COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight
http://www.livecongress.it/aol/indexSA.php?id=20408F2F&ticket=
Categorizing and Inferring the Relationship between the Text and Image of Twitter Posts
http://www.livecongress.it/aol/indexSA.php?id=FA9301B0&ticket=
Who Sides with Whom? Towards Computational Construction of Discourse Networks for Political Debates
http://www.livecongress.it/aol/indexSA.php?id=BDEB1B36&ticket=
Analyzing Linguistic Differences between Owner and Staff Attributed Tweets
http://www.livecongress.it/aol/indexSA.php?id=94045A2A&ticket=
Exploring Author Context for Detecting Intended vs Perceived Sarcasm
http://www.livecongress.it/aol/indexSA.php?id=08DE76B1&ticket=
13:50 - 15:30
Session 5A: Generation 1
Moderatori: Wei Xu
HighRES: Highlight-based Reference-less Evaluation of Summarization
http://www.livecongress.it/aol/indexSA.php?id=132828F4&ticket=
EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing
http://www.livecongress.it/aol/indexSA.php?id=01E38046&ticket=
Decomposable Neural Paraphrase Generation
http://www.livecongress.it/aol/indexSA.php?id=82398C5E&ticket=
Transforming Complex Sentences into a Semantic Hierarchy
http://www.livecongress.it/aol/indexSA.php?id=826570A1&ticket=
Hall 4
10:30 - 12:10
Session 4C: Evaluation
Moderatori: Sara Tonelli
Sentence Mover’s Similarity: Automatic Evaluation for Multi-Sentence Texts
http://www.livecongress.it/aol/indexSA.php?id=84E7DACE&ticket=
Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains
http://www.livecongress.it/aol/indexSA.php?id=C09C2BFB&ticket=
Deep Dominance - How to Properly Compare Deep Neural Models
http://www.livecongress.it/aol/indexSA.php?id=5F97F6DA&ticket=
We Need to Talk about Standard Splits
http://www.livecongress.it/aol/indexSA.php?id=E2CB4F86&ticket=
Putting Evaluation in Context: Contextual Embeddings Improve Machine Translation Evaluation
http://www.livecongress.it/aol/indexSA.php?id=3A4CADB3&ticket=
13:50 - 15:30
Session 5E: Visual and Multimodal Question Answering
Moderatori: Yoav Artzi
ELI5: Long Form Question Answering
http://www.livecongress.it/aol/indexSA.php?id=45015926&ticket=
Generating Question Relevant Captions to Aid Visual Question Answering
http://www.livecongress.it/aol/indexSA.php?id=DAC91390&ticket=
Multi-grained Attention with Object-level Grounding for Visual Question Answering
http://www.livecongress.it/aol/indexSA.php?id=19F5A4D0&ticket=
Psycholinguistics Meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering
http://www.livecongress.it/aol/indexSA.php?id=9A48C1E5&ticket=
Hall 5
10:30 - 12:10
Session 4E: Information Extraction and Text Mining 2
Moderatori: Yue Zhang
Open Domain Event Extraction Using Neural Latent Variable Models
http://www.livecongress.it/aol/indexSA.php?id=5489C04B&ticket=
Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification
http://www.livecongress.it/aol/indexSA.php?id=87B81CB0&ticket=
Quantifying Similarity between Relations with Fact Distribution
http://www.livecongress.it/aol/indexSA.php?id=2F7D6C17&ticket=
Matching the Blanks: Distributional Similarity for Relation Learning
http://www.livecongress.it/aol/indexSA.php?id=0AE8A349&ticket=
Fine-Grained Temporal Relation Extraction
http://www.livecongress.it/aol/indexSA.php?id=5716AC8C&ticket=
13:50 - 15:30
Session 5C: Tagging, Chunking, Syntax and Parsing 2
Moderatori: Daisuke Kawahara
Joint Transition-Based Models for Morpho-Syntactic Parsing: Parsing Strategies for MRLs and a Case Study from Modern Hebrew
http://www.livecongress.it/aol/indexSA.php?id=702EC7B4&ticket=
Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition
http://www.livecongress.it/aol/indexSA.php?id=DA17932C&ticket=
Scalable Syntax-Aware Language Models Using Knowledge Distillation
http://www.livecongress.it/aol/indexSA.php?id=B98FB41C&ticket=
An Imitation Learning Approach to Unsupervised Parsing
http://www.livecongress.it/aol/indexSA.php?id=098FBE9F&ticket=
Women’s Syntactic Resilience and Men’s Grammatical Luck: Gender-Bias in Part-of-Speech Tagging and Dependency Parsing
http://www.livecongress.it/aol/indexSA.php?id=4575D039&ticket=
Multilingual Constituency Parsing with Self-Attention and Pre-Training
http://www.livecongress.it/aol/indexSA.php?id=F5A6CD43&ticket=
Hall 6
10:30 - 12:10
Session 4B: Question Answering 1 - Multi-Hop
Moderatori: Alessandro Moschitti
Cognitive Graph for Multi-Hop Reading Comprehension at Scale
http://www.livecongress.it/aol/indexSA.php?id=5106D0D6&ticket=
Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs
http://www.livecongress.it/aol/indexSA.php?id=ED9A1F4B&ticket=
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension
http://www.livecongress.it/aol/indexSA.php?id=B265BD30&ticket=
Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA
http://www.livecongress.it/aol/indexSA.php?id=D7917AEC&ticket=
Exploiting Explicit Paths for Multi-hop Reading Comprehension
http://www.livecongress.it/aol/indexSA.php?id=3D7BF3F2&ticket=
13:50 - 15:30
Session 5F: Multidisciplinary
Moderatori: Dong Nguyen
Shared-Private Bilingual Word Embeddings for Neural Machine Translation
http://www.livecongress.it/aol/indexSA.php?id=BD9290CE&ticket=
Literary Event Detection
http://www.livecongress.it/aol/indexSA.php?id=F6A205BA&ticket=
Assessing the Ability of Self-Attention Networks to Learn Word Order
http://www.livecongress.it/aol/indexSA.php?id=0B374D24&ticket=
Energy and Policy Considerations for Deep Learning in NLP
http://www.livecongress.it/aol/indexSA.php?id=E8A41A1C&ticket=
What Does BERT Learn about the Structure of Language?
http://www.livecongress.it/aol/indexSA.php?id=4C1E657B&ticket=
A Just and Comprehensive Strategy for Using NLP to Address Online Abuse
http://www.livecongress.it/aol/indexSA.php?id=EA6C2371&ticket=
31 July 2019
Cavaniglia
09:00 - 10:00
Invited Talk 2: Loquentes Machinis: Technology, Applications, and Ethics of Conversational Systems
Loquentes Machinis: Technology, Applications, and Ethics of Conversational Systems
http://www.livecongress.it/aol/indexSA.php?id=968A8184&ticket=
10:30 - 12:10
Session 6D: Machine Translation 3
Moderatori: Liang Huang
Bridging the Gap between Training and Inference for Neural Machine Translation
http://www.livecongress.it/aol/indexSA.php?id=104C95A0&ticket=
Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation
http://www.livecongress.it/aol/indexSA.php?id=48B4F9D8&ticket=
Synchronous Bidirectional Neural Machine Translation
http://www.livecongress.it/aol/indexSA.php?id=BA5EC62A&ticket=
Beyond BLEU:Training Neural Machine Translation with Semantic Similarity
http://www.livecongress.it/aol/indexSA.php?id=8FD8C680&ticket=
13:50 - 15:30
Session 7D: Social Media 2
Moderatori: Oren Tsur
What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations
http://www.livecongress.it/aol/indexSA.php?id=7AC2E48B&ticket=
Automatically Identifying Complaints in Social Media
http://www.livecongress.it/aol/indexSA.php?id=2A5E2489&ticket=
TWEETQA: A Social Media Focused Question Answering Dataset
http://www.livecongress.it/aol/indexSA.php?id=D452AD72&ticket=
Asking the Crowd: Question Analysis, Evaluation and Generation for Open Discussion on Online Forums
http://www.livecongress.it/aol/indexSA.php?id=C4A7673B&ticket=
Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media Conversations
http://www.livecongress.it/aol/indexSA.php?id=AC4F84B8&ticket=
16:00 - 17:40
Session 8D: Machine Translation 4
Moderatori: Gina-Anne Levow
Generalized Data Augmentation for Low-Resource Translation
http://www.livecongress.it/aol/indexSA.php?id=74E2C24C&ticket=
Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation
http://www.livecongress.it/aol/indexSA.php?id=F2B54A73&ticket=
Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned
http://www.livecongress.it/aol/indexSA.php?id=9FB3FACA&ticket=
Better OOV Translation with Bilingual Terminology Mining
http://www.livecongress.it/aol/indexSA.php?id=9C2DABFD&ticket=
Simultaneous Translation with Flexible Policy via Restricted Imitation Learning
http://www.livecongress.it/aol/indexSA.php?id=8FD083BD&ticket=
Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation
http://www.livecongress.it/aol/indexSA.php?id=D2FEB3F0&ticket=
17:50 - 18:20
Best Paper Awards and Closing Remarks

http://www.livecongress.it/aol/indexSA.php?id=D83C21C7&ticket=

http://www.livecongress.it/aol/indexSA.php?id=13CE1CAC&ticket=

http://www.livecongress.it/aol/indexSA.php?id=41DB52F6&ticket=

http://www.livecongress.it/aol/indexSA.php?id=ED196568&ticket=

http://www.livecongress.it/aol/indexSA.php?id=E74E0421&ticket=

http://www.livecongress.it/aol/indexSA.php?id=482147A8&ticket=

http://www.livecongress.it/aol/indexSA.php?id=0D9ECA9B&ticket=

http://www.livecongress.it/aol/indexSA.php?id=9B82E1A7&ticket=
Hall 1+3
10:30 - 12:10
Session 6F: Machine Learning 4
Moderatori: Xiaodan Zhu
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data
http://www.livecongress.it/aol/indexSA.php?id=84EA0569&ticket=
Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets
http://www.livecongress.it/aol/indexSA.php?id=AE4FEFC5&ticket=
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index
http://www.livecongress.it/aol/indexSA.php?id=719C2E5D&ticket=
Language Modeling with Shared Grammar
http://www.livecongress.it/aol/indexSA.php?id=D28292F8&ticket=
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning
http://www.livecongress.it/aol/indexSA.php?id=7CD271B6&ticket=
13:50 - 15:30
Session 7C: Multilinguality
Moderatori: Tim Baldwin
A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity
http://www.livecongress.it/aol/indexSA.php?id=36BA4717&ticket=
Multilingual and Cross-Lingual Graded Lexical Entailment
http://www.livecongress.it/aol/indexSA.php?id=2826C974&ticket=
What Kind of Language Is Hard to Language-Model?
http://www.livecongress.it/aol/indexSA.php?id=B81745A7&ticket=
Analyzing the Limitations of Cross-lingual Word Embedding Mappings
http://www.livecongress.it/aol/indexSA.php?id=2DF0B608&ticket=
How Multilingual is Multilingual BERT?
http://www.livecongress.it/aol/indexSA.php?id=82E7E71F&ticket=
Bilingual Lexicon Induction through Unsupervised Machine Translation
http://www.livecongress.it/aol/indexSA.php?id=520E2E1C&ticket=
16:00 - 17:40
Session 8F: Machine Learning 5
Moderatori: Marek Rei
Variational Pretraining for Semi-supervised Text Classification
http://www.livecongress.it/aol/indexSA.php?id=4AE83AF1&ticket=
Task Refinement Learning for Improved Accuracy and Stability of Unsupervised Domain Adaptation
http://www.livecongress.it/aol/indexSA.php?id=DF3A9793&ticket=
Optimal Transport-based Alignment of Learned Character Representations for String Similarity
http://www.livecongress.it/aol/indexSA.php?id=6AD2AED5&ticket=
Cross-Domain Generalization of Neural Constituency Parsers
http://www.livecongress.it/aol/indexSA.php?id=A72731B6&ticket=
Interpolated Spectral NGram Language Models
http://www.livecongress.it/aol/indexSA.php?id=2DC7FDF7&ticket=
BAM! Born-Again Multi-Task Networks for Natural Language Understanding
http://www.livecongress.it/aol/indexSA.php?id=3189A5EF&ticket=
Hall 2
10:30 - 12:10
Session 6E: Information Extraction and Text Mining 3
Moderatori: Heng Ji
AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text
http://www.livecongress.it/aol/indexSA.php?id=570D05B1&ticket=
Distilling Discrimination and Generalization Knowledge for Event Detection via Delta- Representation Learning
http://www.livecongress.it/aol/indexSA.php?id=A20359C8&ticket=
Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge
http://www.livecongress.it/aol/indexSA.php?id=C782420B&ticket=
A2N: Attending to Neighbors for Knowledge Graph Inference
http://www.livecongress.it/aol/indexSA.php?id=F136E637&ticket=
Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures
http://www.livecongress.it/aol/indexSA.php?id=C4040A16&ticket=
Embedding Time Expressions for Deep Temporal Ordering Models
http://www.livecongress.it/aol/indexSA.php?id=A190F102&ticket=
13:50 - 15:30
Session 7A: Generation 2
Moderatori: Andreas Vlachos
Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model
http://www.livecongress.it/aol/indexSA.php?id=CE0EB53A&ticket=
Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling
http://www.livecongress.it/aol/indexSA.php?id=675E0212&ticket=
Cross-Lingual Training for Automatic Question Generation
http://www.livecongress.it/aol/indexSA.php?id=45DCBE8E&ticket=
A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer
http://www.livecongress.it/aol/indexSA.php?id=EB053789&ticket=
Handling Divergent Reference Texts when Evaluating Table-to-Text Generation
http://www.livecongress.it/aol/indexSA.php?id=8C1D521F&ticket=
16:00 - 17:40
Session 8E: Information Extraction and Text Mining 4
Moderatori: Aurélie Névéol
Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records
http://www.livecongress.it/aol/indexSA.php?id=637A0D6D&ticket=
Merge and Label: A Novel Neural Network Architecture for Nested NER
http://www.livecongress.it/aol/indexSA.php?id=B4D75287&ticket=
Low-resource Deep Entity Resolution with Transfer and Active Learning
http://www.livecongress.it/aol/indexSA.php?id=C9A47BAB&ticket=
A Semi-Markov Structured Support Vector Machine Model for High-Precision Named Entity Recognition
http://www.livecongress.it/aol/indexSA.php?id=A571C9A5&ticket=
Using Human Attention to Extract Keyphrase from Microblog Post
http://www.livecongress.it/aol/indexSA.php?id=4CBC7F8A&ticket=
Model-Agnostic Meta-Learning for Relation Classification with Limited Supervision
http://www.livecongress.it/aol/indexSA.php?id=37854FC3&ticket=
Hall 4
10:30 - 12:10
Session 6B: Question Answering 2
Moderatori: Avi Sil
Learning to Ask Unanswerable Questions for Machine Reading Comprehension
http://www.livecongress.it/aol/indexSA.php?id=93A2D981&ticket=
Natural Questions: a Benchmark for Question Answering Research
http://www.livecongress.it/aol/indexSA.php?id=F7CDFE80&ticket=
Compositional Questions Do Not Necessitate Multi-hop Reasoning
http://www.livecongress.it/aol/indexSA.php?id=B5DB7ED8&ticket=
Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader
http://www.livecongress.it/aol/indexSA.php?id=419D9798&ticket=
13:50 - 15:30
Session 7B: Question Answering 3
Moderatori: Yunyao Li
Unsupervised Question Answering by Cloze Translation
http://www.livecongress.it/aol/indexSA.php?id=8C6F52C2&ticket=
MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension
http://www.livecongress.it/aol/indexSA.php?id=ACB3B5D5&ticket=
Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives
http://www.livecongress.it/aol/indexSA.php?id=DF1585DC&ticket=
Explain Yourself! Leveraging Language Models for Commonsense Reasoning
http://www.livecongress.it/aol/indexSA.php?id=51C46BD8&ticket=
Interpretable Question Answering on Knowledge Bases and Text
http://www.livecongress.it/aol/indexSA.php?id=9AD79382&ticket=
16:00 - 17:40
Session 8A: Dialogue and Interactive Systems 3 - New Tasks
Moderatori: Zornitsa Kozareva
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes
http://www.livecongress.it/aol/indexSA.php?id=89EF5B61&ticket=
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems
http://www.livecongress.it/aol/indexSA.php?id=A7C63EF6&ticket=
Target-Guided Open-Domain Conversation
http://www.livecongress.it/aol/indexSA.php?id=30EB58E3&ticket=
Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good
http://www.livecongress.it/aol/indexSA.php?id=AB2ABC79&ticket=
Improving Neural Conversational Models with Entropy-Based Data Filtering
http://www.livecongress.it/aol/indexSA.php?id=69562BAE&ticket=
Hall 5
10:30 - 12:10
Session 6C: Applications 2
Moderatori: Joel Tetreault
The Language of Legal and Illegal Activity on the Darknet
http://www.livecongress.it/aol/indexSA.php?id=EB6BEFBD&ticket=
Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis
http://www.livecongress.it/aol/indexSA.php?id=6E4516F7&ticket=
Course Concept Expansion in MOOCs with External Knowledge and Interactive Game
http://www.livecongress.it/aol/indexSA.php?id=CE7BAE31&ticket=
Towards Near-imperceptible Steganographic Text
http://www.livecongress.it/aol/indexSA.php?id=8CB5CB4E&ticket=
Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network
http://www.livecongress.it/aol/indexSA.php?id=3BC5BA9C&ticket=
Neural Legal Judgment Prediction in English
http://www.livecongress.it/aol/indexSA.php?id=EDF2C7E6&ticket=
13:50 - 15:30
Session 7E: Summarization 2
Moderatori: Fei Liu
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization
http://www.livecongress.it/aol/indexSA.php?id=5FB69EFA&ticket=
Hierarchical Transformers for Multi-Document Summarization
http://www.livecongress.it/aol/indexSA.php?id=9D4D0198&ticket=
Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization
http://www.livecongress.it/aol/indexSA.php?id=DC3F7C63&ticket=
Studying Summarization Evaluation Metrics in the Appropriate Scoring Range
http://www.livecongress.it/aol/indexSA.php?id=A929E2FE&ticket=
Simple Unsupervised Summarization by Contextual Matching
http://www.livecongress.it/aol/indexSA.php?id=F896B8DF&ticket=
Generating Summaries with Topic Templates and Structured Convolutional Decoders
http://www.livecongress.it/aol/indexSA.php?id=01C9F682&ticket=
16:00 - 17:40
Session 8B: Word-level Semantics 2
Moderatori: Jose Camacho-Collados
Zero-shot Word Sense Disambiguation using Sense Definition Embeddings
http://www.livecongress.it/aol/indexSA.php?id=67C2D097&ticket=
Language Modelling Makes Sense: Propagating Representations through WordNet for Full- Coverage Word Sense Disambiguation
http://www.livecongress.it/aol/indexSA.php?id=52075B07&ticket=
Word2Sense: Sparse Interpretable Word Embeddings
http://www.livecongress.it/aol/indexSA.php?id=09A309C6&ticket=
Modeling Semantic Compositionality with Sememe Knowledge
http://www.livecongress.it/aol/indexSA.php?id=EB269FB0&ticket=
Predicting Humorousness and Metaphor Novelty with Gaussian Process Preference Learning
http://www.livecongress.it/aol/indexSA.php?id=CB34CE90&ticket=
Hall 6
10:30 - 12:10
Session 6A: Discourse and Pragmatics
Moderatori: Vincent Ng
Using Automatically Extracted Minimum Spans to Disentangle Coreference Evaluation from Boundary Detection
http://www.livecongress.it/aol/indexSA.php?id=71452EF6&ticket=
Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution
http://www.livecongress.it/aol/indexSA.php?id=AE768F3B&ticket=
A Unified Linear-Time Framework for Sentence-Level Discourse Parsing
http://www.livecongress.it/aol/indexSA.php?id=3B396C69&ticket=
Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label Embeddings
http://www.livecongress.it/aol/indexSA.php?id=A3572536&ticket=
Do You Know That Florence Is Packed with Visitors? Evaluating State-of-the-art Models of Speaker Commitment
http://www.livecongress.it/aol/indexSA.php?id=75C1B574&ticket=
Multi-Relational Script Learning for Discourse Relations
http://www.livecongress.it/aol/indexSA.php?id=B128BCA7&ticket=
13:50 - 15:30
Session 7F: Linguistic Theories, Cognitive Modeling and Psycholinguistics
Moderatori: Afra Alishahi
Morphological Irregularity Correlates with Frequency
http://www.livecongress.it/aol/indexSA.php?id=515B07BC&ticket=
Like a Baby: Visually Situated Neural Language Acquisition
http://www.livecongress.it/aol/indexSA.php?id=F726D9E4&ticket=
Relating Simple Sentence Representations in Deep Neural Networks and the Brain
http://www.livecongress.it/aol/indexSA.php?id=7B080178&ticket=
Modeling Affirmative and Negated Action Processing in the Brain with Lexical and Compositional Semantic Models
http://www.livecongress.it/aol/indexSA.php?id=4C4C1626&ticket=
Word-order Biases in Deep-agent Emergent Communication
http://www.livecongress.it/aol/indexSA.php?id=ED6E01FE&ticket=
16:00 - 17:40
Session 8C: Resources and Evaluation
Moderatori: Roberto Navigli
Empirical Linguistic Study of Sentence Embeddings
http://www.livecongress.it/aol/indexSA.php?id=705639C7&ticket=
Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings
http://www.livecongress.it/aol/indexSA.php?id=565DB268&ticket=
Deep Neural Model Inspection and Comparison via Functional Neuron Pathways
http://www.livecongress.it/aol/indexSA.php?id=A0AD9424&ticket=
Collocation Classification with Unsupervised Relation Vectors
http://www.livecongress.it/aol/indexSA.php?id=07E845C1&ticket=
Corpus-based Check-up for Thesaurus
http://www.livecongress.it/aol/indexSA.php?id=7B35A4A2&ticket=
Confusionset-guided Pointer Networks for Chinese Spelling Check
http://www.livecongress.it/aol/indexSA.php?id=1A14390B&ticket=