Fundamentals of NLP
Machine Translation and Multilinguality
Machine Learning for NLP
Information Extraction and Knowledge Graph
Summarization and Generation
Question Answering
Dialogue System
Social Media and Sentiment Analysis
NLP Applications and Text Mining
Multimodality and Explainability
A Deep Learning Model for Chinese Textual Entailment Recognition based on Synonym Expansion and Sememe Enhancement
Information Extraction and Knowledge Graph Emotion-Cause Pair Extraction via Transformer-based Interaction Model with Text Capsule Network
Summarization and Generation
Question Answering Deep structure-aware Approach for QA over Incomplete Knowledge Bases
On-Device Machine Reading Comprehension Model with Adaptive Fast Inference
Faster and Better Grammar-based Text-to-SQL Parsing via Clause-level Parallel Decoding and Two-stage Query Graph Selection for Knowledge Base Question Answering
Plug-and-Play Module for Commonsense Reasoning in Machine Reading Comprehension
Social Media and Sentiment Analysis FuDFEND: Fuzzy-domain for Multi-domain Fake News Detection
NLP Applications and Text Mining
Natural language processing (NLP)
, Syntax (Tagging, Chunking and Parsing), Semantics
, NLP Applications, Machine Learning for NLP
, Machine Translation and Multilinguality, Knowledge Graph
, Information Extraction and Knowledge Acquisition
Information Retrieval and Text Mining
, Linguistic Theories and Cognitive Modeling and Psycholinguistics, Discourse and Pragmatics
, Dialogue and Interactive Systems, Lexical Semantics, Text Summarization and Generation, Phonology/Morphology
, Language Resources and Evaluation, Explainability
Ethics and NLP, Speech and Multimodality.