No. 15: AAAI-21 Technical Tracks 15
AAAI Technical Track on Speech and Natural Language Processing II
Learning from the Best: Rationalizing Predictions by Adversarial Information Calibration
PDFNutri-bullets: Summarizing Health Studies by Composing Segments
PDFDialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition
PDFSongMASS: Automatic Song Writing with Pre-training and Alignment Constraint
PDFLearning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training
PDFA Simple and Effective Self-Supervised Contrastive Learning Framework for Aspect Detection
PDFFact-Enhanced Synthetic News Generation
PDFImproving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation
PDFRe-TACRED: Addressing Shortcomings of the TACRED Dataset
PDFProgressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction
PDFRpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER
PDFUnsupervised Learning of Deterministic Dialogue Structure with Edge-Enhanced Graph Auto-Encoder
PDFVisualMRC: Machine Reading Comprehension on Document Images
PDFA Bidirectional Multi-paragraph Reading Model for Zero-shot Entity Linking
PDFIdeography Leads Us to the Field of Cognition: A Radical-Guided Associative Model for Chinese Text Classification
PDFLearning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks
PDFFL-MSRE: A Few-Shot Learning based Approach to Multimodal Social Relation Extraction
PDFKEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification
PDFExploring Explainable Selection to Control Abstractive Summarization
PDFKnowledge-aware Named Entity Recognition with Alleviating Heterogeneity
PDFDialog Policy Learning for Joint Clarification and Active Learning Queries
PDFThe Heads Hypothesis: A Unifying Statistical Approach Towards Understanding Multi-Headed Attention in BERT
PDFCopy That! Editing Sequences by Copying Spans
PDFMovie Summarization via Sparse Graph Construction
PDFOn the Softmax Bottleneck of Recurrent Language Models
PDFXL-WSD: An Extra-Large and Cross-Lingual Evaluation Framework for Word Sense Disambiguation
PDFALP-KD: Attention-Based Layer Projection for Knowledge Distillation
PDFData Augmentation for Abstractive Query-Focused Multi-Document Summarization
PDFRevisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection
PDFConceptualized and Contextualized Gaussian Embedding
PDFA Student-Teacher Architecture for Dialog Domain Adaptation Under the Meta-Learning Setting
PDFExploring Auxiliary Reasoning Tasks for Task-oriented Dialog Systems with Meta Cooperative Learning
PDFCo-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification
PDFReinforced History Backtracking for Conversational Question Answering
PDFGuiding Non-Autoregressive Neural Machine Translation Decoding with Reordering Information
PDFTowards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings?
PDFAutomated Cross-prompt Scoring of Essay Traits
PDFExploring Transfer Learning For End-to-End Spoken Language Understanding
PDFSemantics Altering Modifications for Evaluating Comprehension in Machine Reading
PDFTowards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View
PDFFaster Depth-Adaptive Transformers
PDFA Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training
PDFGenerating CCG Categories
PDFCrossNER: Evaluating Cross-Domain Named Entity Recognition
PDFOn the Importance of Word Order Information in Cross-lingual Sequence Labeling
PDFSCRUPLES: A Corpus of Community Ethical Judgments on 32,000 Real-Life Anecdotes
PDFUNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark
PDFSpan-Based Event Coreference Resolution
PDFLET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching
PDFKnowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering
PDFGenerate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text
PDFGenerating Natural Language Attacks in a Hard Label Black Box Setting
PDFBridging Towers of Multi-task Learning with a Gating Mechanism for Aspect-based Sentiment Analysis and Sequential Metaphor Identification
PDFA Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis
PDFVariational Inference for Learning Representations of Natural Language Edits
PDFHow Robust are Model Rankings : A Leaderboard Customization Approach for Equitable Evaluation
PDFContinual Learning for Named Entity Recognition
PDFMASKER: Masked Keyword Regularization for Reliable Text Classification
PDFDisentangled Motif-aware Graph Learning for Phrase Grounding
PDFMulti-view Inference for Relation Extraction with Uncertain Knowledge
PDFTowards Topic-Aware Slide Generation For Academic Papers With Unsupervised Mutual Learning
PDFThe Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement
PDFACT: an Attentive Convolutional Transformer for Efficient Text Classification
PDFQuantum-inspired Neural Network for Conversational Emotion Recognition
PDFHopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions
PDFMerging Statistical Feature via Adaptive Gate for Improved Text Classification
PDFTSQA: Tabular Scenario Based Question Answering
PDFInterpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines
PDFAn Efficient Transformer Decoder with Compressed Sub-layers
PDFAn Unsupervised Sampling Approach for Image-Sentence Matching Using Document-level Structural Information
PDFFinding Sparse Structures for Domain Specific Neural Machine Translation
PDFInfusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation
PDFHierarchical Coherence Modeling for Document Quality Assessment
PDFGraph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation
PDFNeural Sentence Simplification with Semantic Dependency Information
PDFConverse, Focus and Guess – Towards Multi-Document Driven Dialogue
PDFNatural Language Inference in Context – Investigating Contextual Reasoning over Long Texts
PDFHow to Train Your Agent to Read and Write
PDFFilling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue
PDFHave We Solved The Hard Problem? It’s Not Easy! Contextual Lexical Contrast as a Means to Probe Neural Coherence
PDFLearning Light-Weight Translation Models from Deep Transformer
PDFImproving the Efficiency and Effectiveness for BERT-based Entity Resolution
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