Zheng Yuan

SegMo: Segment-aligned Text to 3D Human Motion Generation WACV 2026 You Don’t Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures AAAI 2026 KidsArtBench: Multi-Dimensional Children’s Art Evaluation with Attribute-Aware MLLMs EACL 2026 Collision to Cognition: Hash-Driven Graph Construction for Efficient RAG ACL 2026 DLU: Dictionary Look-Up Data and Prediction ACL 2025 Beyond the Score: Uncertainty-Calibrated LLMs for Automated Essay Assessment EMNLP 2025 DLU: Dictionary Look-Up Data and Prediction CONLL 2025 Teacher Demonstrations in a BabyLM’s Zone of Proximal Development for Contingent Multi-Turn Interaction EMNLP 2025 Dysca: A Dynamic and Scalable Benchmark for Evaluating Perception Ability of LVLMs ICLR 2025 Can LLMs Simulate L2-English Dialogue? An Information-Theoretic Analysis of L1-Dependent Biases ACL 2025 Rubrik’s Cube: Testing a New Rubric for Evaluating Explanations on the CUBE dataset ACL 2025 Evaluating LLMs’ Assessment of Mixed-Context Hallucination Through the Lens of Summarization ACL 2025 Prompting open-source and commercial language models for grammatical error correction of English learner text ACL 2024 PISDR: Page and Item Sequential Decision for Re-ranking Based on Offline Reinforcement Learning ACML 2024 An LLM-Enhanced Adversarial Editing System for Lexical Simplification COLING 2024 ART: The Alternating Reading Task Corpus for Speech Entrainment and Imitation COLING 2024 Grammatical Error Correction for Code-Switched Sentences by Learners of English COLING 2024 Assessing the Efficacy of Grammar Error Correction: A Human Evaluation Approach in the Japanese Context COLING 2024 MLDSP-MA: Multidimensional Attention for Multi-Round Long Dialogue Sentiment Prediction COLING 2024 Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness CVPR 2024 Reducing Redundancy in Japanese-to-English Translation: A Multi-Pipeline Approach for Translating Repeated Elements in Japanese EMNLP 2024 LLM-based Code-Switched Text Generation for Grammatical Error Correction EMNLP 2024 #InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models ICLR 2024 Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models NAACL 2024 Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation NAACL 2024 How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition ACL 2024 MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning ACL 2024 Speculative Contrastive Decoding ACL 2024 Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM ACL 2024 RRHF: Rank Responses to Align Language Models with Human Feedback NIPS 2023 A Pair-Approximation Method for Modelling the Dynamics of Multi-Agent Stochastic Games AAAI 2023 HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation ACL 2023 How effective is machine translation on low-resource code-switching? A case study comparing human and automatic metrics ACL 2023 The BEA 2023 Shared Task on Generating AI Teacher Responses in Educational Dialogues ACL 2023 The ADAIO System at the BEA-2023 Shared Task: Shared Task Generating AI Teacher Responses in Educational Dialogues ACL 2023 Exploring Partial Knowledge Base Inference in Biomedical Entity Linking ACL 2023 Prompt Discriminative Language Models for Domain Adaptation ACL 2023 An Extended Sequence Tagging Vocabulary for Grammatical Error Correction EACL 2023 Evaluation Metrics in the Era of GPT-4: Reliably Evaluating Large Language Models on Sequence to Sequence Tasks EMNLP 2023 The ART of Conversation: Measuring Phonetic Convergence and Deliberate Imitation in L2-Speech with a Siamese RNN INTERSPEECH 2023 Adaptive Image Transformations for Transfer-Based Adversarial Attack ECCV 2022 BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model ACL 2022 Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding ACL 2022 CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark ACL 2022 Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition ACL 2022 Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning NAACL 2022 Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations ACL 2022 Cambridge at SemEval-2021 Task 2: Neural WiC-Model with Data Augmentation and Exploration of Representation IJCNLP 2021 Improving Biomedical Pretrained Language Models with Knowledge NAACL 2021 Cambridge at SemEval-2021 Task 1: An Ensemble of Feature-Based and Neural Models for Lexical Complexity Prediction SEMEVAL 2021 Cambridge at SemEval-2021 Task 1: An Ensemble of Feature-Based and Neural Models for Lexical Complexity Prediction ACL 2021 Document-level grammatical error correction EACL 2021 Multi-Class Grammatical Error Detection for Correction: A Tale of Two Systems EMNLP 2021 Cambridge at SemEval-2021 Task 2: Neural WiC-Model with Data Augmentation and Exploration of Representation ACL 2021 Meta Gradient Adversarial Attack ICCV 2021 Cambridge at SemEval-2021 Task 1: An Ensemble of Feature-Based and Neural Models for Lexical Complexity Prediction IJCNLP 2021 Cambridge at SemEval-2021 Task 2: Neural WiC-Model with Data Augmentation and Exploration of Representation SEMEVAL 2021 Neural and FST-based approaches to grammatical error correction ACL 2019 Construction of the Literature Graph in Semantic Scholar NAACL 2018 Neural sequence modelling for learner error prediction NAACL 2018 Neural Sequence-Labelling Models for Grammatical Error Correction EMNLP 2017 Grammatical error correction using neural machine translation NAACL 2016 Grammatical error correction using hybrid systems and type filtering CONLL 2014 Generating artificial errors for grammatical error correction EACL 2014 Constrained Grammatical Error Correction using Statistical Machine Translation CONLL 2013