Chinese Computational Linguistics

NLP Applications

.-Self-Supervised Contrastive Learning for Content-Centric Speech Representation.

.-A Chunk-based Chain of Thought Prompting Method for Mitigating Over-Correction in Chinese Grammatical Error Correction.

.- Linguistic Differences between AI and Human Comments in Weibo: Detect AI-Generated Text through Stylometric Features.

.- Fine-tuning GEC Model Based on Language Family Corpus.

.- Statistically Optimized SGNS Model: Enhancing Word Vector Representation with Global Semantic Weight.

.- HFSD-V2C: Zero-Shot Visual Voice Cloning Via Hierarchical Face-Styled Diffusion Model.

.- CRAF:Cross-Modal Representation Alignment and Fusion for Speech Translation.

.- Lao-English Code-Switched Speech Synthesis Via Neural Codec Language Modeling.

.- UMAD: Enhancing LLM Debiasing via Multi-Agent Debate and Token-Level Bias Interpretation.

.- Instruction-Driven In-Context Learning for Domain-Specific Chinese Spelling Correction.

.- DualReward: A Dynamic Reinforcement Learning Framework for Cloze Tests Distractor Generation.

Large Language Models

.- RankLLM: A multi-criteria decision-making method for LLM performance evaluation in sentiment analysis.

.- MQM-MSC: Enhancing Translation Quality Estimation Interpretability with Mask-Driven Self-Correction in Large Language Models.

.- Improving Abstract Reasoning Ability of Large Language Models through Mixture Program-based Data Synthesis.

.- RJAG: Retrieval Judgment Augmented Generation.

.- Towards Coarse-to-Fine Evaluation of Inference Efficiency for Large Language Models.

Language Resource and Evaluation

.- Unveiling the Linguistic Acceptability Judgments of Large Language Models in Multilingual Contexts.

.- MASP: A Multilingual Dataset for Probing Scalar Modifier Understanding in LLMs.

Text Generation, Dialogue and Summarization

.- Self-Preference: An Automated Method for Preference-Aligned Data Constructed from Business Metrics.

.- TAG: Dialogue Summarization Based on Topic Segmentation and Graph Structures.

.- Enabling Real-Time Conversations with Minimal Training Costs.

Information Retrieval, Text Classification and QA

.- EDGE: Enhanced Debiased Gradient Extraction for Robust Fine-tuning.

.- BiSaGA: A Novel Bidirectional Sparse Graph Attention Adapter for Evidence-Based Fact-Checking.

ACL ARR Fast Track

.- Cross-modal Ambiguity Learning with Heterogeneous Interaction Analysis For Rumor Detection.

.- Beyond Instruction Following: Evaluating Inferential Rule Following of Large Language Models.

.- DSMR-SQL: Enhancing Text-to-SQL with Dual-Strategy SQL Generation and Multi-Role SQL Selection.

Machine Translation and Multilingual Information Processing

.- Quality-aware Neural Machine Translation with Self-evaluation.