Xifeng Yan

Can Editing LLMs Inject Harm? AAAI 2026 DiffSkip: Differential Layer Skipping in Large Language Models ACL 2025 Multimodal Language Models for Financial Forecasting from Interleaved Sequences of Text and Time Series IJCNLP 2025 Train a Unified Multimodal Data Quality Classifier with Synthetic Data EMNLP 2025 Creative and Context-Aware Translation of East Asian Idioms with GPT-4 EMNLP 2024 Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection EMNLP 2024 Financial Forecasting from Textual and Tabular Time Series EMNLP 2024 Large Language Models as Zero-shot Dialogue State Tracker through Function Calling ACL 2024 Learning to Compare Financial Reports for Financial Forecasting EACL 2024 Augmenting Language Models with Long-Term Memory NeurIPS 2023 Forecasting Earnings Surprises from Conference Call Transcripts ACL 2023 Graph Reasoning for Question Answering with Triplet Retrieval ACL 2023 Guiding Large Language Models via Directional Stimulus Prompting NeurIPS 2023 Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling ICML 2023 Limitations of Language Models in Arithmetic and Symbolic Induction ACL 2023 Time Series as Images: Vision Transformer for Irregularly Sampled Time Series NeurIPS 2023 Visually-Augmented Language Modeling ICLR 2023 Controllable Dialogue Simulation with In-context Learning EMNLP 2022 Inductive Relation Prediction by BERT AAAI 2022 Language Model Detoxification in Dialogue with Contextualized Stance Control EMNLP 2022 CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers ICLR 2021 Lifelong Learning of Hate Speech Classification on Social Media NAACL 2021 Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding EMNLP 2021 KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation EMNLP 2020 Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting NeurIPS 2019 Global Textual Relation Embedding for Relational Understanding ACL 2019 How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection NAACL 2019 Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention ACL 2019 DialSQL: Dialogue Based Structured Query Generation ACL 2018 Global Relation Embedding for Relation Extraction NAACL 2018 Variational Knowledge Graph Reasoning NAACL 2018 What It Takes to Achieve 100% Condition Accuracy on WikiSQL EMNLP 2018 XL-NBT: A Cross-lingual Neural Belief Tracking Framework EMNLP 2018 Cross-domain Semantic Parsing via Paraphrasing EMNLP 2017 Recovering Question Answering Errors via Query Revision EMNLP 2017 Improving Semantic Parsing via Answer Type Inference EMNLP 2016 On Generating Characteristic-rich Question Sets for QA Evaluation EMNLP 2016