Baobao Chang

A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Task ACL 2026 Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning AAAI 2026 Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation EMNLP 2025 GATEAU: Selecting Influential Samples for Long Context Alignment EMNLP 2025 Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints ACL 2025 Towards A Better Initial Policy Model For Scalable Long-CoT Reinforcement Learning ACL 2025 LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback ACL 2025 MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation NAACL 2025 A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation ICLR 2025 Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models ICLR 2025 Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance EMNLP 2025 Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering ACL 2025 UltraIF: Advancing Instruction Following from the Wild EMNLP 2025 UltraEdit: Instruction-based Fine-Grained Image Editing at Scale NIPS 2024 Improving Event Definition Following For Zero-Shot Event Detection ACL 2024 PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain ACL 2024 Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning ACL 2024 DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade NAACL 2024 Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation NAACL 2024 MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning ICLR 2024 A Survey on In-context Learning EMNLP 2024 An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models ECCV 2024 Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models NIPS 2024 Guiding AMR Parsing with Reverse Graph Linearization EMNLP 2023 Query Your Model with Definitions in FrameNet: An Effective Method for Frame Semantic Role Labeling AAAI 2023 Coarse-to-Fine Dual Encoders are Better Frame Identification Learners EMNLP 2023 On the Pareto Front of Multilingual Neural Machine Translation NIPS 2023 On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation ACL 2023 SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition ACL 2023 Can We Edit Factual Knowledge by In-Context Learning? EMNLP 2023 CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark ACL 2022 From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022 Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues ACL 2022 StableMoE: Stable Routing Strategy for Mixture of Experts ACL 2022 Knowledge Neurons in Pretrained Transformers ACL 2022 Hierarchical Curriculum Learning for AMR Parsing ACL 2022 S4-Tuning: A Simple Cross-lingual Sub-network Tuning Method ACL 2022 Focus on the Target’s Vocabulary: Masked Label Smoothing for Machine Translation ACL 2022 SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER COLING 2022 DISK: Domain-constrained Instance Sketch for Math Word Problem Generation COLING 2022 Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances IJCAI 2022 Mining Clues from Incomplete Utterance: A Query-enhanced Network for Incomplete Utterance Rewriting NAACL 2022 A Double-Graph Based Framework for Frame Semantic Parsing NAACL 2022 An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling NAACL 2022 A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction NAACL 2022 ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs NAACL 2022 Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning EMNLP 2021 Decompose, Fuse and Generate: A Formation-Informed Method for Chinese Definition Generation NAACL 2021 Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker ACL 2021 Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions IJCNLP 2021 Joint Multi-Decoder Framework with Hierarchical Pointer Network for Frame Semantic Parsing IJCNLP 2021 SIRE: Separate Intra- and Inter-sentential Reasoning for Document-level Relation Extraction IJCNLP 2021 Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker IJCNLP 2021 SIRE: Separate Intra- and Inter-sentential Reasoning for Document-level Relation Extraction ACL 2021 Joint Multi-Decoder Framework with Hierarchical Pointer Network for Frame Semantic Parsing ACL 2021 Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions ACL 2021 Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View AAAI 2021 An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference EMNLP 2020 Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference EMNLP 2020 Interactive Neural Network: Leveraging Part-of-Speech Window for Aspect Term Extraction (Student Abstract) AAAI 2020 A Spectral Method for Unsupervised Multi-Document Summarization EMNLP 2020 Double Graph Based Reasoning for Document-level Relation Extraction EMNLP 2020 An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference CONLL 2020 An Anchor-Based Automatic Evaluation Metric for Document Summarization COLING 2020 Towards Comprehensive Description Generation from Factual Attribute-value Tables ACL 2019 A Soft Label Strategy for Target-Level Sentiment Classification NAACL 2019 Pun-GAN: Generative Adversarial Network for Pun Generation IJCNLP 2019 A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer IJCAI 2019 Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables AAAI 2019 Pun-GAN: Generative Adversarial Network for Pun Generation EMNLP 2019 Learning to Control the Fine-grained Sentiment for Story Ending Generation ACL 2019 Towards Fine-grained Text Sentiment Transfer ACL 2019 Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention EMNLP 2018 Incorporating Glosses into Neural Word Sense Disambiguation ACL 2018 Improved Dependency Parsing using Implicit Word Connections Learned from Unlabeled Data EMNLP 2018 Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition EMNLP 2018 A Progressive Learning Approach to Chinese SRL Using Heterogeneous Data ACL 2017 Affinity-Preserving Random Walk for Multi-Document Summarization EMNLP 2017 A Soft-label Method for Noise-tolerant Distantly Supervised Relation Extraction EMNLP 2017 Gated Self-Matching Networks for Reading Comprehension and Question Answering ACL 2017 Capturing Argument Relationship for Chinese Semantic Role Labeling EMNLP 2016 News Stream Summarization using Burst Information Networks EMNLP 2016 Discourse Parsing with Attention-based Hierarchical Neural Networks EMNLP 2016 Encoding Temporal Information for Time-Aware Link Prediction EMNLP 2016 Graph-based Dependency Parsing with Bidirectional LSTM ACL 2016 Joint Learning Templates and Slots for Event Schema Induction NAACL 2016 RBPB: Regularization-Based Pattern Balancing Method for Event Extraction ACL 2016 Event Detection with Burst Information Networks COLING 2016 Reading and Thinking: Re-read LSTM Unit for Textual Entailment Recognition COLING 2016 Towards Time-Aware Knowledge Graph Completion COLING 2016 Multi-label Text Categorization with Joint Learning Predictions-as-Features Method EMNLP 2015 Chinese Semantic Role Labeling with Bidirectional Recurrent Neural Networks EMNLP 2015 One Tense per Scene: Predicting Tense in Chinese Conversations ACL 2015 Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles ACL 2015 An Ontology Matching Approach Based on Affinity-Preserving Random Walks IJCAI 2015 An Effective Neural Network Model for Graph-based Dependency Parsing ACL 2015 An Effective Neural Network Model for Graph-based Dependency Parsing IJCNLP 2015 Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles IJCNLP 2015 One Tense per Scene: Predicting Tense in Chinese Conversations IJCNLP 2015 ERSOM: A Structural Ontology Matching Approach Using Automatically Learned Entity Representation EMNLP 2015 Recognizing Textual Entailment Using Probabilistic Inference EMNLP 2015 SSMT:A Machine Translation Evaluation View To Paragraph-to-Sentence Semantic Similarity SEMEVAL 2014 Inducing Word Sense with Automatically Learned Hidden Concepts COLING 2014 A Joint Model for Unsupervised Chinese Word Segmentation EMNLP 2014 Max-Margin Tensor Neural Network for Chinese Word Segmentation ACL 2014 Feature-based Neural Language Model and Chinese Word Segmentation IJCNLP 2013 Event-Based Time Label Propagation for Automatic Dating of News Articles EMNLP 2013 Update Summarization using a Multi-level Hierarchical Dirichlet Process Model COLING 2012 Enhancing Domain Portability of Chinese Segmentation Model Using Chi-Square Statistics and Bootstrapping EMNLP 2010 Improving Chinese Semantic Role Classification with Hierarchical Feature Selection Strategy EMNLP 2008