Songfang Huang

TTF-VLA: Temporal Token Fusion via Pixel-Attention Integration for Vision-Language-Action Models AAAI 2026 Harder Task Needs More Experts: Dynamic Routing in MoE Models ACL 2024 Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models ACL 2024 Unlocking the Potential of Model Merging for Low-Resource Languages EMNLP 2024 Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation NAACL 2024 A Survey on Open Information Extraction from Rule-based Model to Large Language Model EMNLP 2024 Learning Trajectory-Word Alignments for Video-Language Tasks ICCV 2023 RRHF: Rank Responses to Align Language Models with Human Feedback NIPS 2023 PEER: Pre-training ELECTRA Extended by Ranking ACL 2023 BUS: Efficient and Effective Vision-Language Pre-Training with Bottom-Up Patch Summarization. ICCV 2023 mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video ICML 2023 HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation ACL 2023 Transforming Visual Scene Graphs to Image Captions ACL 2023 Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation ACL 2023 Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning ACL 2023 XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding ACL 2023 Towards Unified Prompt Tuning for Few-shot Text Classification EMNLP 2022 From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022 Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency ACL 2022 S4-Tuning: A Simple Cross-lingual Sub-network Tuning Method ACL 2022 Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding ACL 2022 Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition ACL 2022 SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition EMNLP 2022 TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022 mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022 Parameter-Efficient Sparsity for Large Language Models Fine-Tuning IJCAI 2022 VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation IJCNLP 2021 StructuralLM: Structural Pre-training for Form Understanding IJCNLP 2021 Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models NAACL 2021 A Unified Pretraining Framework for Passage Ranking and Expansion AAAI 2021 Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction IJCNLP 2021 E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning IJCNLP 2021 Rethinking Denoised Auto-Encoding in Language Pre-Training EMNLP 2021 Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning EMNLP 2021 damo_nlp at MEDIQA 2021: Knowledge-based Preprocessing and Coverage-oriented Reranking for Medical Question Summarization NAACL 2021 Improving Biomedical Pretrained Language Models with Knowledge NAACL 2021 Nested Named Entity Recognition with Partially-Observed TreeCRFs AAAI 2021 E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning ACL 2021 VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation ACL 2021 StructuralLM: Structural Pre-training for Form Understanding ACL 2021 MELR: Meta-Learning via Modeling Episode-Level Relationships for Few-Shot Learning ICLR 2021 IEPT: Instance-Level and Episode-Level Pretext Tasks for Few-Shot Learning ICLR 2021 Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction ACL 2021 Noisy-Labeled NER with Confidence Estimation NAACL 2021 Predicting Clinical Trial Results by Implicit Evidence Integration EMNLP 2020 PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation EMNLP 2020 Marrying Up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding ACL 2018 Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix ACL 2017 Hybrid Question Answering over Knowledge Base and Free Text COLING 2016 Question Answering on Freebase via Relation Extraction and Textual Evidence ACL 2016 Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling EMNLP 2015 Weakly Supervised Matrix Factorization for Noisily Tagged Image Parsing IJCAI 2015 Social Image Parsing by Cross-Modal Data Refinement IJCAI 2015 Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases IJCNLP 2015 Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases ACL 2015 Encoding Relation Requirements for Relation Extraction via Joint Inference ACL 2014 Joint Inference for Knowledge Base Population EMNLP 2014