Oral
Fundamentals of NLP
Coreference Resolution: Are the eliminated spans totally worthless?
Chinese Macro Discourse Parsing on Dependency Graph Convolutional Network
Predicting Categorial Sememe for English-Chinese Word Pairs via Representations in Explainable Sememe Space
Multi-Level Cohesion Information Modeling for Better Written and Dialogue Discourse Parsing
ProPC: A Dataset for In-domain and Cross-Domain Proposition Classification Tasks
CTRD: A Chinese Theme-Rheme Discourse Dataset
Machine Translation and Multilinguality
Learning to Select Relevant Knowledge for Neural Machine Translation
Contrastive Learning for Machine Translation Quality Estimation
Sentence-State LSTMs for Sequence-to-Sequence Learning
Guwen-UNILM: Machine Translation Between Ancient and Modern Chinese Based on Pre-Trained Models
Adaptive Transformer for Multilingual Neural Machine Translation
Improving Non-Autoregressive Machine Translation with Soft-Masking
Machine Learning for NLP
AutoNLU: Architecture Search for Sentence and Cross-sentence Attention Modeling with Re-designed Search Space
AutoTrans: Automating Transformer Design via Reinforced Architecture Search
A Word-level Method for Generating Adversarial Examples Using Whole-sentence Information
RAST: A Reward Augmented Model for Fine-Grained Sentiment Transfer
Pre-trained Language models for Tagalog with Multi source data
Accelerating Pretrained Language Model Inference Using Weighted Ensemble Self-Distillation
Information Extraction and Knowledge Graph
Employing Sentence Compression to improve Event Coreference Resolution
BRCEA: Bootstrapping Relation-aware Cross-lingual Entity Alignment
Employing Multi-granularity Features to Extract Entity Relation in Dialogue
Attention Based Reinforcement Learning with Reward Shaping for Knowledge Graph Reasoning
Entity-Aware Relation Representation Learning for Open Relation Extraction
ReMERT: Relational Memory-based Extraction for Relational Triples
Recognition of Nested Entity with Dependency Information
HAIN: Hierarchical Aggregation and Inference Network for Document-Level Relation Extraction
Incorporate Lexicon into Self-training: A Distantly Supervised Chinese Medical NER
Summarization and Generation
Diversified Paraphrase Generation with Commonsense Knowledge Graph
Explore Coarse-grained Structures for Syntactically Controllable Paraphrase Generation
Chinese Poetry Generation with Metrical Constraints
CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level
Question Generation from Code Snippets and Programming Error Messages
Extractive Summarization of Chinese Judgment Documents via Sentence Embedding and Memory Network
Question Answering
ThinkTwice: A Two-Stage Method for Long-Text Machine Reading Comprehension
EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension
Dialogue Systems
Knowledge-Grounded Dialogue with Reward-Driven Knowledge Selection
Multi-Intent Attention and Top-k Network with Interactive Framework for Joint Multiple Intent Detection and Slot Filling
Enhancing Long-Distance Dialogue History Modeling for Better Dialogue Ellipsis and Coreference Resolution
Exploiting Explicit and Inferred Implicit Personas for Multi-turn Dialogue Generation
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF
Cross-domain Slot Filling with Distinct Slot Entity and Type Prediction
Social Media and Sentiment Analysis
Semantic Enhanced Dual-channel Graph Communication Network for Aspect-based Sentiment Analysis
Highway-Based Local Graph Convolution Network For Aspect Based Sentiment Analysis
Dual Adversarial Network Based on BERT for Cross-domain Sentiment Classification
Syntax and Sentiment Enhanced BERT for Earliest Rumor Detection
Aspect-Sentiment-Multiple-Opinion Triplet Extraction
Locate and Combine: A Two-Stage Framework for Aspect-Category Sentiment Analysis
Emotion Classification with Explicit and Implicit Syntactic Information
MUMOR:A Multimodal Dataset for Humor Detection in Conversations
NLP Applications and Text Mining
Advertisement Extraction from Content Marketing Articles via Segment-aware Sentence Classification
Leveraging Lexical Common-Sense Knowledge for Boosting Bayesian Modeling
Aggregating inter-viewpoint relationships of user's review for accurate recommendation
A Residual Dynamic Graph Convolutional Network for Multi-label Text Classification
Sentence Ordering by Context-enhanced Pairwise Comparison
A Dual-Attention Neural Network for Pun Location and Using Pun-Gloss Pairs for Interpretation
A Simple Baseline for Cross-domain Few-shot Text Classification
Shared Component Cross Punctuation Clauses Recognition in Chinese
BERT-KG:A Short Text Classification Model Based on Knowledge Graph and Deep Semantics
Uncertainty-aware Self-paced Learning for Grammatical Error Correction
Metaphor Recognition and Analysis via Data Augmentation
Exploring Generalization Ability of Pretrained Language Models on Arithmetic and Logical Reasoning
Multimodality and Explainability
Skeleton-Based Sign Language Recognition with Attention-enhanced Graph Convolutional Networks
XGPT: Cross-modal Generative Pre-Training for Image Captioning
An Object-Extensible Training Framework for Image Captioning
Relation-aware Multi-hop Reasoning for Visual Dialog
Multi-Modal Sarcasm Detection Based on Contrastive Attention Mechanism.