E-grāmata: Natural Language Processing and Chinese Computing: 12th National CCF Conference, NLPCC 2023, Foshan, China, October 12-15, 2023, Proceedings, Part I

Dialogue Systems.- A Task-oriented Dialog Model with Task-progressive
and Policy-aware Pre-training.- Retrieval-Augmented Knowledge-Intensive
Dialogue.- Episode-based Prompt Learning for Any-shot Intent
Detection.- CrossDial: An Entertaining Dialogue Dataset of Chinese
Crosstalk.- Fundamentals of NLP.- Recurrent Transformers for Long Document
Understanding.- SCA-CLS: A New Semantic-Context-Aware Framework for
Community-Oriented Lexical Simplification.- A Cross-lingual Sentiment
Embedding Model with Semantic and Sentiment Joint Learning.- Learning to
Attentively Represent Distinctive Information for Semantic Text
Matching.- Information Extraction and Knowledge Graph.- Reasoning Through
Memorization: Nearest Neighbor Knowledge Graph Embeddings.- MACO: A Modality
Adversarial and Contrastive Framework for Modality-missing Multi-modal
Knowledge Graph Completion.- A Joint Entity and Relation Extraction Approach
Using Dilated Convolution and Context Fusion.- Interest Aware Dual-channel
Graph Contrastive Learning for Session-based Recommendation.- Chinese Event
Causality Identification Based on Retrieval Enhancement.- UZNER: A Benchmark
for Named Entity Recognition in Uzbek.- Evaluation Framework for Poisoning
Attacks on Knowledge Graph Embeddings.- Label-guided Compressed Prototypical
Network for Incremental Few-shot Text Classification.- Auxiliary Information
Enhanced Span-based Model for Nested Named Entity
Recognition.- DialogRE$^{C+}$: An Extension of DialogRE to Investigate How
Much Coreference Helps Relation Extraction in Dialogs.- A Bi-directional
Multi-hop Inference Model for Joint Dialog Sentiment Classification and Act
Recognition.- Positive-guided Knowledge Distillation for Document-level
Relation Extraction with Noisy Labeled Data.- PromptCL: Improving Event
Representation via Prompt Template and Contrastive Learning.- RMGCN: Masked
Graph Convolutional Networks for Relation-Aware Entity Alignment with
Dangling Cases.- SymCoNLL: A Symmetry-based Approach for Document Coreference
Resolution.- What Makes a Charge? Identifying Charge-Discriminative Facts
with Legal Elements.- Machine Learning for NLP.-  A New Encoder Using
Character and Word Feature Fusion for Chinese Math Word Problem
Solving.- MarkBERT: Marking Word Boundaries Improves Chinese BERT.- MCVIE: An
Effective Batch-Mode Active Learning for Multi-Label Text
Classification.- Task-consistent Meta Learning for Low-resource Speech
Recognition.- An Adaptive Learning Method for Solving the Extreme Learning
Rate Problem of Transformer.- Machine Translation and Multilinguality.-
Towards Making the Most of LLM for Translation Quality Estimation.- Towards
Better Translations from Classical to Modern Chinese: A New Dataset and a New
Method.- Imitation Attacks Can Steal More than You Think from Machine
Translation Systems.- Monolingual Denoising with Large Language Models for
Low-Resource Machine Translation.- Multimodality and Explainability.- CAMG:
Context-Aware Moment Graph Network for Multimodal Temporal Activity
Localization via Language.- Semantic Extension for Cross-Modal Retrieval of
Medical Image-Diagnosis Report.- ECOD: A Multi-Modal Dataset for Intelligent
Adjudication of E-Commerce Order Disputes.- Bounding and Filling: A Fast and
Flexible Framework for Image Captioning.- NLP Applications and Text
Mining.- ASKSpell: Adaptive Surface Knowledge Enhances Tokens Semantic
Representations for Chinese Spelling Check.- Biomedical Entity Normalization
Using Encoder Regularization and Dynamic Ranking Mechanism.- Legal Judgment
Prediction Incorporating Guiding Cases Matching.- Punctuation Matters!
Stealthy Backdoor Attack for Language Models.- SeSQL: A High-quality
Large-scale Session-level Chinese Text-to-SQL Dataset.- RSpell:
Retrieval-augmented Framework for Domain Adaptive Chinese Spelling
Check.- Exploiting Multiple Features for Hash Codes Learning with
Semantic-Alignment-Promoting Variational Auto-encoder.- Enhancing Detailed
Feedback to Chinese Writing Learners Using a Soft-Label Driven Approach and
Tag-Aware Ranking Model.- Question Answering.- NAPG: Non-Autoregressive
Program Generation for Hybrid Tabular-Textual Question
Answering.- Mixture-of-Experts for Biomedical Question
Answering.- Fine-grained Question-Answer Matching via Sentence-aware
Contrastive Self-supervised Transfer.- KARN:Knowledge Augmented Reasoning
Network for Question Answering.- Large Language Models.- Creative
Destruction: Can Language Models Interpret Oxymorons?.- Global Prompt Cell: A
Portable Control Module for Effective Prompt Tuning.- What Events Do
Pre-trained Language Models Learn from Text? Probing Event-based Commonsense
Knowledge by ConfidenceSorting.- Revisit Input Perturbation Problems for
LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling
Task.- Large Language Models are Diverse Role-Players for Summarization
Evaluation.- COSYWA: Enhancing Semantic Integrity in Watermarking Natural
Language Generation.- Summarization and Generation.- Multi-Step Review
Generation Based on Masked Language Model for Cross-Domain Aspect-Based
Sentiment Analysis.- rT5: A Retrieval-Augmented Pre-Trained Model for Ancient
Chinese Entity Description Generation.- Probing Bilingual Guidance for
Cross-Lingual Summarization.- Accurate, Diverse and Multiple Distractor
Generation with Mixture of Experts.- Improve the Diversity and Novelty for
Open-ended Neural Text Generation via Inverse Probability
Weighting.- Dialogue Systems.- A Unified Generation Approach for Robust
Dialogue State Tracking.- An Explicit-Memory Few-shot Joint Learning
Model.- A Noise-Removal of Knowledge Graph Framework for Profile-based Spoken
Language Understanding.- Bilevel Scheduled Sampling for Dialogue
Generation.- Dial-QP: A Multi-Tasking and Keyword-Guided Approach for
Enhancing Conversational Query Production.- Discourse Relation-Aware
Multi-turn Dialogue Response Generation.