No. 16: AAAI-21 Technical Tracks 16
AAAI Technical Track on Speech and Natural Language Processing III
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling
PDFUnsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders
PDFUnsupervised Abstractive Dialogue Summarization for Tete-a-Tetes
PDFNews Content Completion with Location-Aware Image Selection
PDFRetrospective Reader for Machine Reading Comprehension
PDFDynamic Modeling Cross- and Self-Lattice Attention Network for Chinese NER
PDFA Unified Multi-Task Learning Framework for Joint Extraction of Entities and Relations
PDFLIREx: Augmenting Language Inference with Relevant Explanations
PDFAutomatic Curriculum Learning With Over-repetition Penalty for Dialogue Policy Learning
PDFInteractive Speech and Noise Modeling for Speech Enhancement
PDFStylized Dialogue Response Generation Using Stylized Unpaired Texts
PDFKeyword-Guided Neural Conversational Model
PDFCARE: Commonsense-Aware Emotional Response Generation with Latent Concepts
PDFMTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization
PDFA Neural Group-wise Sentiment Analysis Model with Data Sparsity Awareness
PDFEvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation
PDFDocument-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling
PDFIsoBN: Fine-Tuning BERT with Isotropic Batch Normalization
PDFAn Adaptive Hybrid Framework for Cross-domain Aspect-based Sentiment Analysis
PDFWhat the Role is vs. What Plays the Role: Semi-Supervised Event Argument Extraction via Dual Question Answering
PDFClinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference
PDFNeural Sentence Ordering Based on Constraint Graphs
PDFCircles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning
PDFDenoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic Model
PDFMeta-Curriculum Learning for Domain Adaptation in Neural Machine Translation
PDFUWSpeech: Speech to Speech Translation for Unwritten Languages
PDFBuilding Interpretable Interaction Trees for Deep NLP Models
PDFMulti-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing
PDFMulti-modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance
PDFAccelerating Neural Machine Translation with Partial Word Embedding Compression
PDFDiscovering New Intents with Deep Aligned Clustering
PDFDeep Open Intent Classification with Adaptive Decision Boundary
PDFWriting Polishment with Simile: Task, Dataset and A Neural Approach
PDFContinuous Self-Attention Models with Neural ODE Networks
PDFTaLNet: Voice Reconstruction from Tongue and Lip Articulation with Transfer Learning from Text-to-Speech Synthesis
PDFMaking the Relation Matters: Relation of Relation Learning Network for Sentence Semantic Matching
PDFMERL: Multimodal Event Representation Learning in Heterogeneous Embedding Spaces
PDFFuture-Guided Incremental Transformer for Simultaneous Translation
PDFSemantics-Aware Inferential Network for Natural Language Understanding
PDFLearning to Check Contract Inconsistencies
PDFSelf-supervised Bilingual Syntactic Alignment for Neural Machine Translation
PDFGraph-Based Tri-Attention Network for Answer Ranking in CQA
PDFEnabling Fast and Universal Audio Adversarial Attack Using Generative Model
PDFNyströmformer: A Nyström-based Algorithm for Approximating Self-Attention
PDFEntity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction
PDFLearning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues
PDFDocument-Level Relation Extraction with Reconstruction
PDFTopic-Aware Multi-turn Dialogue Modeling
PDFA Supervised Multi-Head Self-Attention Network for Nested Named Entity Recognition
PDFGDPNet: Refining Latent Multi-View Graph for Relation Extraction
PDFHuman-Level Interpretable Learning for Aspect-Based Sentiment Analysis
PDFStyle-transfer and Paraphrase: Looking for a Sensible Semantic Similarity Metric
PDFMulti-Document Transformer for Personality Detection
PDFUBAR: Towards Fully End-to-End Task-Oriented Dialog System with GPT-2
PDFOpen Domain Dialogue Generation with Latent Images
PDFAdversarial Language Games for Advanced Natural Language Intelligence
PDFContrastive Triple Extraction with Generative Transformer
PDFUnanswerable Question Correction in Question Answering over Personal Knowledge Base
PDFSimpson’s Bias in NLP Training
PDFReinforced Multi-Teacher Selection for Knowledge Distillation
PDFWhat’s the Best Place for an AI Conference, Vancouver or _______: Why Completing Comparative Questions is Difficult
PDFProbing Product Description Generation via Posterior Distillation
PDFEffective Slot Filling via Weakly-Supervised Dual-Model Learning
PDFTune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect
PDFBridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation
PDFTracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing
PDFGenerating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection
PDFAdversarial Training with Fast Gradient Projection Method against Synonym Substitution Based Text Attacks
PDFNaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation
PDFCode Completion by Modeling Flattened Abstract Syntax Trees as Graphs
PDFRobustness to Spurious Correlations in Text Classification via Automatically Generated Counterfactuals
PDFMLE-Guided Parameter Search for Task Loss Minimization in Neural Sequence Modeling
PDFDo Response Selection Models Really Know What’s Next? Utterance Manipulation Strategies for Multi-turn Response Selection
PDFOn Scalar Embedding of Relative Positions in Attention Models
PDFEvidence Inference Networks for Interpretable Claim Verification
PDFTextGAIL: Generative Adversarial Imitation Learning for Text Generation
PDFMELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification
PDFA Controllable Model of Grounded Response Generation
PDFContext-Guided BERT for Targeted Aspect-Based Sentiment Analysis
PDFDoes Head Label Help for Long-Tailed Multi-Label Text Classification
PDFAdversarial Meta Sampling for Multilingual Low-Resource Speech Recognition
PDFImproving Tree-Structured Decoder Training for Code Generation via Mutual Learning
PDFEncoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling
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