Bo Pang

Latent Thought Models with Variational Bayes Inference-Time Computation ICML 2025 Text Detoxification: Data Efficiency, Semantic Preservation and Model Generalization EMNLP 2025 Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents ICLR 2025 GReaTer: Gradients Over Reasoning Makes Smaller Language Models Strong Prompt Optimizers ICLR 2025 Temporal Consistency Constrained Transferable Adversarial Attacks with Background Mixup for Action Recognition IJCAI 2025 CABIN: Debiasing Vision-Language Models Using Backdoor Adjustments IJCAI 2025 On Scaling Up a Multilingual Vision and Language Model CVPR 2024 ARM: Alignment with Residual Energy-Based Model NAACL 2024 Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference NIPS 2024 Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts CVPR 2024 SharPT: Shared Latent Space Prompt Tuning EACL 2023 Unsupervised 3D Point Cloud Representation Learning by Triangle Constrained Contrast for Autonomous Driving CVPR 2023 Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference ICML 2023 CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis ICLR 2023 Molecule Design by Latent Space Energy-Based Modeling and Gradual Distribution Shifting UAI 2023 Few-shot Unified Question Answering: Tuning Models or Prompts? EMNLP 2023 Emergence of Abstract State Representations in Embodied Sequence Modeling EMNLP 2023 Long Document Summarization with Top-down and Bottom-up Inference EACL 2023 Unsupervised Representation for Semantic Segmentation by Implicit Cycle-Attention Contrastive Learning AAAI 2022 End-to-end Dense Video Captioning as Sequence Generation COLING 2022 Latent Diffusion Energy-Based Model for Interpretable Text Modelling ICML 2022 Semantic Segmentation by Early Region Proxy CVPR 2022 Learning Probabilistic Models from Generator Latent Spaces with Hat EBM NIPS 2022 MCMC Should Mix: Learning Energy-Based Model with Neural Transport Latent Space MCMC ICLR 2022 Unsupervised Visual Representation Learning by Synchronous Momentum Grouping ECCV 2022 Efficient 3D Video Engine Using Frame Redundancy WACV 2021 TDAF: Top-Down Attention Framework for Vision Tasks AAAI 2021 Robust Reinforcement Learning: A Case Study in Linear Quadratic Regulation AAAI 2021 Robust Transfer Learning with Pretrained Language Models through Adapters ACL 2021 Understanding Guided Image Captioning Performance across Domains CONLL 2021 Trajectory Prediction With Latent Belief Energy-Based Model CVPR 2021 PGT: A Progressive Method for Training Models on Long Videos CVPR 2021 Generative Text Modeling through Short Run Inference EACL 2021 Understanding Guided Image Captioning Performance across Domains EMNLP 2021 Human Pose Regression With Residual Log-Likelihood Estimation ICCV 2021 Latent Space Energy-Based Model of Symbol-Vector Coupling for Text Generation and Classification ICML 2021 Robust Transfer Learning with Pretrained Language Models through Adapters IJCNLP 2021 SCRIPT: Self-Critic PreTraining of Transformers NAACL 2021 Multimodal Pretraining for Dense Video Captioning AACL 2020 TubeTK: Adopting Tubes to Track Multi-Object in a One-Step Training Model CVPR 2020 Towards Holistic and Automatic Evaluation of Open-Domain Dialogue Generation ACL 2020 Learning Latent Space Energy-Based Prior Model NIPS 2020 Joint Training of Variational Auto-Encoder and Latent Energy-Based Model CVPR 2020 Further Understanding Videos through Adverbs: A New Video Task AAAI 2020 Asynchronous Interaction Aggregation for Action Detection ECCV 2020 Learning Multi-layer Latent Variable Model via Variational Optimization of Short Run MCMC for Approximate Inference ECCV 2020 Beyond Instructional Videos: Probing for More Diverse Visual-Textual Grounding on YouTube EMNLP 2020 Deep RNN Framework for Visual Sequential Applications CVPR 2019 Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering EMNLP 2019 CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases EMNLP 2019 A Case Study on Combining ASR and Visual Features for Generating Instructional Video Captions CONLL 2019 Neural-based Chinese Idiom Recommendation for Enhancing Elegance in Essay Writing ACL 2019 SParC: Cross-Domain Semantic Parsing in Context ACL 2019 Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering IJCNLP 2019 CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases IJCNLP 2019 Points, Paths, and Playscapes: Large-scale Spatial Language Understanding Tasks Set in the Real World NAACL 2018 The effect of wording on message propagation: Topic- and author-controlled natural experiments on Twitter ACL 2014 Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) EMNLP 2014 Revisiting the Predictability of Language: Response Completion in Social Media EMNLP 2012 Spice it up? Mining Refinements to Online Instructions from User Generated Content ACL 2012 Revisiting the Predictability of Language: Response Completion in Social Media CONLL 2012 Search in the Lost Sense of “Query”: Question Formulation in Web Search Queries and its Temporal Changes ACL 2011 Personalized Recommendation of User Comments via Factor Models EMNLP 2011 For the sake of simplicity: Unsupervised extraction of lexical simplifications from Wikipedia NAACL 2010 Matching Reviews to Objects using a Language Model EMNLP 2009 For a few dollars less: Identifying review pages sans human labels NAACL 2009 Using Very Simple Statistics for Review Search: An Exploration COLING 2008 Introduction to Computational Advertising ACL 2008 Get out the vote: Determining support or opposition from Congressional floor-debate transcripts EMNLP 2006 Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Doctoral Consortium NAACL 2006 Seeing Stars: Exploiting Class Relationships for Sentiment Categorization with Respect to Rating Scales ACL 2005 A Sentimental Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum Cuts ACL 2004 Syntax-based Alignment of Multiple Translations: Extracting Paraphrases and Generating New Sentences NAACL 2003 Thumbs up? Sentiment Classification using Machine Learning Techniques EMNLP 2002