No. 15: AAAI-21 Technical Tracks 15
AAAI Technical Track on Speech and Natural Language Processing II
Exploring Explainable Selection to Control Abstractive Summarization
PDFLearning 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
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
PDFProgressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction
PDFRevisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection
PDFData Augmentation for Abstractive Query-Focused Multi-Document Summarization
PDFALP-KD: Attention-Based Layer Projection for Knowledge Distillation
PDFXL-WSD: An Extra-Large and Cross-Lingual Evaluation Framework for Word Sense Disambiguation
PDFOn the Softmax Bottleneck of Recurrent Language Models
PDFMovie Summarization via Sparse Graph Construction
PDFCopy That! Editing Sequences by Copying Spans
PDFThe Heads Hypothesis: A Unifying Statistical Approach Towards Understanding Multi-Headed Attention in BERT
PDFDialog Policy Learning for Joint Clarification and Active Learning Queries
PDFKnowledge-aware Named Entity Recognition with Alleviating Heterogeneity
PDFSemantics Altering Modifications for Evaluating Comprehension in Machine Reading
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
PDFMASKER: Masked Keyword Regularization for Reliable Text Classification
PDFDisentangled Motif-aware Graph Learning for Phrase Grounding
PDFContinual Learning for Named Entity Recognition
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
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
PDFLET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching
PDFAn Efficient Transformer Decoder with Compressed Sub-layers
PDFInterpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines
PDFTSQA: Tabular Scenario Based Question Answering
PDFMerging Statistical Feature via Adaptive Gate for Improved Text Classification
PDFHopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions
PDFQuantum-inspired Neural Network for Conversational Emotion Recognition
PDFACT: an Attentive Convolutional Transformer for Efficient Text Classification
PDFThe Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement
PDFTowards Topic-Aware Slide Generation For Academic Papers With Unsupervised Mutual Learning
PDFMulti-view Inference for Relation Extraction with Uncertain Knowledge
PDFHow to Train Your Agent to Read and Write
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
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
PDFImproving the Efficiency and Effectiveness for BERT-based Entity Resolution
PDFLearning Light-Weight Translation Models from Deep Transformer
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