Songfang Huang

141 papers A* 23A 8B 2C 1Misc 2Journal 64Unranked 41

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	TTF-VLA: Temporal Token Fusion via Pixel-Attention Integration for Vision-Language-Action Models. AAAI Chenghao Liu, Jiachen Zhang, Chengxuan Li, Zhimu Zhou, Shixin Wu, Songfang Huang, Huiling Duan
2025	J	`jnl`	MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning. CoRR Chenghao Liu, Zhimu Zhou, Jiachen Zhang, Minghao Zhang, Songfang Huang, Huiling Duan
2025	J	`jnl`	TTF-VLA: Temporal Token Fusion via Pixel-Attention Integration for Vision-Language-Action Models. CoRR Chenghao Liu, Jiachen Zhang, Chengxuan Li, Zhimu Zhou, Shixin Wu, Songfang Huang, Huiling Duan
2024	—	`conf`	A Survey on Open Information Extraction from Rule-based Model to Large Language Model. EMNLP (Findings) Pai Liu, Wenyang Gao, Wenjie Dong, Lin Ai, Ziwei Gong, Songfang Huang, Zongsheng Li, Ehsan Hoque, Julia Hirschberg, Yue Zhang
2024	J	`jnl`	A Unified Conditional Diffusion Framework for Dual Protein Targets-Based Bioactive Molecule Generation. IEEE Trans. Artif. Intell. Lei Huang, Zheng Yuan, Huihui Yan, Rong Sheng, Linjing Liu, Fuzhou Wang, Weidun Xie, Nanjun Chen, Fei Huang, Songfang Huang, Ka-Chun Wong, Yaoyun Zhang
2024	—	`conf`	Harder Task Needs More Experts: Dynamic Routing in MoE Models. ACL (1) Quzhe Huang, Zhenwei An, Nan Zhuang, Mingxu Tao, Chen Zhang, Yang Jin, Kun Xu, Liwei Chen, Songfang Huang, Yansong Feng
2024	J	`jnl`	Harder Tasks Need More Experts: Dynamic Routing in MoE Models. CoRR Quzhe Huang, Zhenwei An, Nan Zhuang, Mingxu Tao, Chen Zhang, Yang Jin, Kun Xu, Liwei Chen, Songfang Huang, Yansong Feng
2024	—	`conf`	Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models. ACL (1) Qingkai Min, Qipeng Guo, Xiangkun Hu, Songfang Huang, Zheng Zhang, Yue Zhang
2024	J	`jnl`	Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models. CoRR Qingkai Min, Qipeng Guo, Xiangkun Hu, Songfang Huang, Zheng Zhang, Yue Zhang
2024	—	`conf`	Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation. NAACL-HLT Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang
2024	—	`conf`	Unlocking the Potential of Model Merging for Low-Resource Languages. EMNLP (Findings) Mingxu Tao, Chen Zhang, Quzhe Huang, Tianyao Ma, Songfang Huang, Dongyan Zhao, Yansong Feng
2024	J	`jnl`	Unlocking the Potential of Model Merging for Low-Resource Languages. CoRR Mingxu Tao, Chen Zhang, Quzhe Huang, Tianyao Ma, Songfang Huang, Dongyan Zhao, Yansong Feng
2023	J	`jnl`	Achieving Human Parity on Visual Question Answering. ACM Trans. Inf. Syst. Ming Yan, Haiyang Xu, Chenliang Li, Junfeng Tian, Bin Bi, Wei Wang, Xianzhe Xu, Ji Zhang, Songfang Huang, Fei Huang, Luo Si, Rong Jin
2023	J	`jnl`	Adaptively Clustering Neighbor Elements for Image Captioning. CoRR Zihua Wang, Xu Yang, Haiyang Xu, Hanwang Zhang, Chenliang Li, Songfang Huang, Fei Huang, Yu Zhang
2023	A*	`conf`	BUS : Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization. ICCV Chaoya Jiang, Haiyang Xu, Wei Ye, Qinghao Ye, Chenliang Li, Ming Yan, Bin Bi, Shikun Zhang, Fei Huang, Songfang Huang
2023	J	`jnl`	BUS: Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization. CoRR Chaoya Jiang, Haiyang Xu, Wei Ye, Qinghao Ye, Chenliang Li, Ming Yan, Bin Bi, Shikun Zhang, Fei Huang, Songfang Huang
2023	J	`jnl`	Biomedical Question Answering: A Survey of Approaches and Challenges. ACM Comput. Surv. Qiao Jin, Zheng Yuan, Guangzhi Xiong, Qianlan Yu, Huaiyuan Ying, Chuanqi Tan, Mosha Chen, Songfang Huang, Xiaozhong Liu, Sheng Yu
2023	J	`jnl`	DiffDTM: A conditional structure-free framework for bioactive molecules generation targeted for dual proteins. CoRR Lei Huang, Zheng Yuan, Huihui Yan, Rong Sheng, Linjing Liu, Fuzhou Wang, Weidun Xie, Nanjun Chen, Fei Huang, Songfang Huang, Ka-Chun Wong, Yaoyun Zhang
2023	J	`jnl`	How well do Large Language Models perform in Arithmetic tasks? CoRR Zheng Yuan, Hongyi Yuan, Chuanqi Tan, Wei Wang, Songfang Huang
2023	—	`conf`	HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation. ACL (1) Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang
2023	J	`jnl`	LOGEN: Few-Shot Logical Knowledge-Conditioned Text Generation With Self-Training. IEEE ACM Trans. Audio Speech Lang. Process. Shumin Deng, Jiacheng Yang, Hongbin Ye, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang, Huajun Chen, Ningyu Zhang
2023	A*	`conf`	Learning Trajectory-Word Alignments for Video-Language Tasks. ICCV Xu Yang, Zhangzikang Li, Haiyang Xu, Hanwang Zhang, Qinghao Ye, Chenliang Li, Ming Yan, Yu Zhang, Fei Huang, Songfang Huang
2023	J	`jnl`	Learning Trajectory-Word Alignments for Video-Language Tasks. CoRR Xu Yang, Zhangzikang Li, Haiyang Xu, Hanwang Zhang, Qinghao Ye, Chenliang Li, Ming Yan, Yu Zhang, Fei Huang, Songfang Huang
2023	A	`conf`	Making Pre-trained Language Models End-to-end Few-shot Learners with Contrastive Prompt Tuning. WSDM Ziyun Xu, Chengyu Wang, Minghui Qiu, Fuli Luo, Runxin Xu, Songfang Huang, Jun Huang
2023	J	`jnl`	Molecular Geometry-aware Transformer for accurate 3D Atomic System modeling. CoRR Zheng Yuan, Yaoyun Zhang, Chuanqi Tan, Wei Wang, Fei Huang, Songfang Huang
2023	—	`conf`	PEER: Pre-training ELECTRA Extended by Ranking. ACL (Findings) Ru He, Wei Wang, Songfang Huang, Fei Huang
2023	A*	`conf`	RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-training. ACM Multimedia Zheng Yuan, Qiao Jin, Chuanqi Tan, Zhengyun Zhao, Hongyi Yuan, Fei Huang, Songfang Huang
2023	J	`jnl`	RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-training. CoRR Zheng Yuan, Qiao Jin, Chuanqi Tan, Zhengyun Zhao, Hongyi Yuan, Fei Huang, Songfang Huang
2023	J	`jnl`	RRHF: Rank Responses to Align Language Models with Human Feedback without tears. CoRR Zheng Yuan, Hongyi Yuan, Chuanqi Tan, Wei Wang, Songfang Huang, Fei Huang
2023	A*	`conf`	RRHF: Rank Responses to Align Language Models with Human Feedback. NeurIPS Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Wei Wang, Songfang Huang, Fei Huang
2023	J	`jnl`	Revisiting Automatic Question Summarization Evaluation in the Biomedical Domain. CoRR Hongyi Yuan, Yaoyun Zhang, Fei Huang, Songfang Huang
2023	—	`conf`	Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning. ACL (2) Zhenru Zhang, Chuanqi Tan, Haiyang Xu, Chengyu Wang, Jun Huang, Songfang Huang
2023	J	`jnl`	Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning. CoRR Zhenru Zhang, Chuanqi Tan, Haiyang Xu, Chengyu Wang, Jun Huang, Songfang Huang
2023	—	`conf`	Transforming Visual Scene Graphs to Image Captions. ACL (1) Xu Yang, Jiawei Peng, Zihua Wang, Haiyang Xu, Qinghao Ye, Chenliang Li, Songfang Huang, Fei Huang, Zhangzikang Li, Yu Zhang
2023	J	`jnl`	VECO 2.0: Cross-lingual Language Model Pre-training with Multi-granularity Contrastive Learning. CoRR Zhenru Zhang, Chuanqi Tan, Songfang Huang, Fei Huang
2023	—	`conf`	Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation. ACL (1) Chaoya Jiang, Wei Ye, Haiyang Xu, Songfang Huang, Fei Huang, Shikun Zhang
2023	—	`conf`	XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding. ACL (Findings) Moming Tang, Chengyu Wang, Jianing Wang, Chuanqi Tan, Songfang Huang, Cen Chen, Weining Qian
2023	A*	`conf`	mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video. ICML Haiyang Xu, Qinghao Ye, Ming Yan, Yaya Shi, Jiabo Ye, Yuanhong Xu, Chenliang Li, Bin Bi, Qi Qian, Wei Wang, Guohai Xu, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou
2023	J	`jnl`	mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video. CoRR Haiyang Xu, Qinghao Ye, Ming Yan, Yaya Shi, Jiabo Ye, Yuanhong Xu, Chenliang Li, Bin Bi, Qi Qian, Wei Wang, Guohai Xu, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou
2022	—	`conf`	Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding. ACL (2) Zheng Yuan, Chuanqi Tan, Songfang Huang
2022	J	`jnl`	Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding. CoRR Zheng Yuan, Chuanqi Tan, Songfang Huang
2022	J	`jnl`	Contrastive Demonstration Tuning for Pre-trained Language Models. CoRR Xiaozhuan Liang, Ningyu Zhang, Siyuan Cheng, Zhen Bi, Zhenru Zhang, Chuanqi Tan, Songfang Huang, Fei Huang, Huajun Chen
2022	J	`jnl`	Disentangled representation for sequential treatment effect estimation. Comput. Methods Programs Biomed. Jiebin Chu, Yaoyun Zhang, Fei Huang, Luo Si, Songfang Huang, Zhengxing Huang
2022	A*	`conf`	From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression. AAAI Runxin Xu, Fuli Luo, Chengyu Wang, Baobao Chang, Jun Huang, Songfang Huang, Fei Huang
2022	—	`conf`	Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition. ACL (Findings) Zheng Yuan, Chuanqi Tan, Songfang Huang, Fei Huang
2022	J	`jnl`	HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation. CoRR Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang
2022	J	`jnl`	Image Captioning In the Transformer Age. CoRR Yang Xu, Li Li, Haiyang Xu, Songfang Huang, Fei Huang, Jianfei Cai
2022	J	`jnl`	Making Pre-trained Language Models End-to-end Few-shot Learners with Contrastive Prompt Tuning. CoRR Ziyun Xu, Chengyu Wang, Minghui Qiu, Fuli Luo, Runxin Xu, Songfang Huang, Jun Huang
2022	J	`jnl`	Open Information Extraction from 2007 to 2022 - A Survey. CoRR Pai Liu, Wenyang Gao, Wenjie Dong, Songfang Huang, Yue Zhang
2022	A*	`conf`	Parameter-Efficient Sparsity for Large Language Models Fine-Tuning. IJCAI Yuchao Li, Fuli Luo, Chuanqi Tan, Mengdi Wang, Songfang Huang, Shen Li, Junjie Bai
2022	J	`jnl`	Parameter-Efficient Sparsity for Large Language Models Fine-Tuning. CoRR Yuchao Li, Fuli Luo, Chuanqi Tan, Mengdi Wang, Songfang Huang, Shen Li, Junjie Bai
2022	—	`conf`	Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency. ACL (1) Yanyang Li, Fuli Luo, Runxin Xu, Songfang Huang, Fei Huang, Liwei Wang
2022	J	`jnl`	Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency. CoRR Yanyang Li, Fuli Luo, Runxin Xu, Songfang Huang, Fei Huang, Liwei Wang
2022	—	`conf`	S$^4$-Tuning: A Simple Cross-lingual Sub-network Tuning Method. ACL (2) Runxin Xu, Fuli Luo, Baobao Chang, Songfang Huang, Fei Huang
2022	A	`conf`	STRONGHOLD: Fast and Affordable Billion-Scale Deep Learning Model Training. SC Xiaoyang Sun, Wei Wang, Shenghao Qiu, Renyu Yang, Songfang Huang, Jie Xu, Zheng Wang
2022	J	`jnl`	SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers. CoRR Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang
2022	A*	`conf`	SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition. EMNLP Jianing Wang, Chengyu Wang, Chuanqi Tan, Minghui Qiu, Songfang Huang, Jun Huang, Ming Gao
2022	J	`jnl`	SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition. CoRR Jianing Wang, Chengyu Wang, Chuanqi Tan, Minghui Qiu, Songfang Huang, Jun Huang, Ming Gao
2022	A*	`conf`	TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection. EMNLP Chaoya Jiang, Haiyang Xu, Chenliang Li, Ming Yan, Wei Ye, Shikun Zhang, Bin Bi, Songfang Huang
2022	—	`conf`	Towards Unified Prompt Tuning for Few-shot Text Classification. EMNLP (Findings) Jianing Wang, Chengyu Wang, Fuli Luo, Chuanqi Tan, Minghui Qiu, Fei Yang, Qiuhui Shi, Songfang Huang, Ming Gao
2022	J	`jnl`	Towards Unified Prompt Tuning for Few-shot Text Classification. CoRR Jianing Wang, Chengyu Wang, Fuli Luo, Chuanqi Tan, Minghui Qiu, Fei Yang, Qiuhui Shi, Songfang Huang, Ming Gao
2022	A*	`conf`	mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. EMNLP Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, He Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou, Luo Si
2022	J	`jnl`	mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. CoRR Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, Hehong Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou, Luo Si
2021	J	`jnl`	A Chinese Multi-type Complex Questions Answering Dataset over Wikidata. CoRR Jianyun Zou, Min Yang, Lichao Zhang, Yechen Xu, Qifan Pan, Fengqing Jiang, Ran Qin, Shushu Wang, Yifan He, Songfang Huang, Zhou Zhao
2021	A*	`conf`	A Unified Pretraining Framework for Passage Ranking and Expansion. AAAI Ming Yan, Chenliang Li, Bin Bi, Wei Wang, Songfang Huang
2021	J	`jnl`	Achieving Human Parity on Visual Question Answering. CoRR Ming Yan, Haiyang Xu, Chenliang Li, Junfeng Tian, Bin Bi, Wei Wang, Weihua Chen, Xianzhe Xu, Fan Wang, Zheng Cao, Zhicheng Zhang, Qiyu Zhang, Ji Zhang, Songfang Huang, Fei Huang, Luo Si, Rong Jin
2021	—	`conf`	Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction. ACL/IJCNLP (2) Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang
2021	—	`conf`	Alibaba DAMO Academy at TREC Clinical Trials 2021: ExploringEmbedding-based First-stage Retrieval with TrialMatcher. TREC Qiao Jin, Chuanqi Tan, Zhengyun Zhao, Zheng Yuan, Songfang Huang
2021	J	`jnl`	Automated Conformance Testing for JavaScript Engines via Deep Compiler Fuzzing. CoRR Guixin Ye, Zhanyong Tang, Shin Hwei Tan, Songfang Huang, Dingyi Fang, Xiaoyang Sun, Lizhong Bian, Haibo Wang, Zheng Wang
2021	A*	`conf`	Automated conformance testing for JavaScript engines via deep compiler fuzzing. PLDI Guixin Ye, Zhanyong Tang, Shin Hwei Tan, Songfang Huang, Dingyi Fang, Xiaoyang Sun, Lizhong Bian, Haibo Wang, Zheng Wang
2021	J	`jnl`	Biomedical Question Answering: A Comprehensive Review. CoRR Qiao Jin, Zheng Yuan, Guangzhi Xiong, Qianlan Yu, Chuanqi Tan, Mosha Chen, Songfang Huang, Xiaozhong Liu, Sheng Yu
2021	J	`jnl`	Combining Graph-Based Learning With Automated Data Collection for Code Vulnerability Detection. IEEE Trans. Inf. Forensics Secur. Huanting Wang, Guixin Ye, Zhanyong Tang, Shin Hwei Tan, Songfang Huang, Dingyi Fang, Yansong Feng, Lizhong Bian, Zheng Wang
2021	J	`jnl`	Contrastive Information Extraction With Generative Transformer. IEEE ACM Trans. Audio Speech Lang. Process. Ningyu Zhang, Hongbin Ye, Shumin Deng, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang, Huajun Chen
2021	J	`jnl`	Contrastive Prototype Learning with Augmented Embeddings for Few-Shot Learning. CoRR Yizhao Gao, Nanyi Fei, Guangzhen Liu, Zhiwu Lu, Tao Xiang, Songfang Huang
2021	—	`conf`	E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning. ACL/IJCNLP (1) Haiyang Xu, Ming Yan, Chenliang Li, Bin Bi, Songfang Huang, Wenming Xiao, Fei Huang
2021	J	`jnl`	E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning. CoRR Haiyang Xu, Ming Yan, Chenliang Li, Bin Bi, Songfang Huang, Wenming Xiao, Fei Huang
2021	J	`jnl`	From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression. CoRR Runxin Xu, Fuli Luo, Chengyu Wang, Baobao Chang, Jun Huang, Songfang Huang, Fei Huang
2021	J	`jnl`	Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition. CoRR Zheng Yuan, Chuanqi Tan, Songfang Huang, Fei Huang
2021	A*	`conf`	IEPT: Instance-Level and Episode-Level Pretext Tasks for Few-Shot Learning. ICLR Manli Zhang, Jianhong Zhang, Zhiwu Lu, Tao Xiang, Mingyu Ding, Songfang Huang
2021	—	`conf`	Improving Biomedical Pretrained Language Models with Knowledge. BioNLP@NAACL-HLT Zheng Yuan, Yijia Liu, Chuanqi Tan, Songfang Huang, Fei Huang
2021	J	`jnl`	Improving Biomedical Pretrained Language Models with Knowledge. CoRR Zheng Yuan, Yijia Liu, Chuanqi Tan, Songfang Huang, Fei Huang
2021	J	`jnl`	LOGEN: Few-shot Logical Knowledge-Conditioned Text Generation with Self-training. CoRR Ningyu Zhang, Hongbin Ye, Jiacheng Yang, Shumin Deng, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang, Huajun Chen
2021	—	`conf`	Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models. NAACL-HLT Yuxuan Lai, Yijia Liu, Yansong Feng, Songfang Huang, Dongyan Zhao
2021	J	`jnl`	Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models. CoRR Yuxuan Lai, Yijia Liu, Yansong Feng, Songfang Huang, Dongyan Zhao
2021	A*	`conf`	MELR: Meta-Learning via Modeling Episode-Level Relationships for Few-Shot Learning. ICLR Nanyi Fei, Zhiwu Lu, Tao Xiang, Songfang Huang
2021	A*	`conf`	Nested Named Entity Recognition with Partially-Observed TreeCRFs. AAAI Yao Fu, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang
2021	—	`conf`	Noisy-Labeled NER with Confidence Estimation. NAACL-HLT Kun Liu, Yao Fu, Chuanqi Tan, Mosha Chen, Ningyu Zhang, Songfang Huang, Sheng Gao
2021	J	`jnl`	Noisy-Labeled NER with Confidence Estimation. CoRR Kun Liu, Yao Fu, Chuanqi Tan, Mosha Chen, Ningyu Zhang, Songfang Huang, Sheng Gao
2021	—	`conf`	Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning. EMNLP (1) Runxin Xu, Fuli Luo, Zhiyuan Zhang, Chuanqi Tan, Baobao Chang, Songfang Huang, Fei Huang
2021	J	`jnl`	Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning. CoRR Runxin Xu, Fuli Luo, Zhiyuan Zhang, Chuanqi Tan, Baobao Chang, Songfang Huang, Fei Huang
2021	—	`conf`	Rethinking Denoised Auto-Encoding in Language Pre-Training. EMNLP (1) Fuli Luo, Pengcheng Yang, Shicheng Li, Xuancheng Ren, Xu Sun, Songfang Huang, Fei Huang
2021	J	`jnl`	SemVLP: Vision-Language Pre-training by Aligning Semantics at Multiple Levels. CoRR Chenliang Li, Ming Yan, Haiyang Xu, Fuli Luo, Wei Wang, Bin Bi, Songfang Huang
2021	—	`conf`	StructuralLM: Structural Pre-training for Form Understanding. ACL/IJCNLP (1) Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si
2021	J	`jnl`	StructuralLM: Structural Pre-training for Form Understanding. CoRR Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si
2021	—	`conf`	VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation. ACL/IJCNLP (1) Fuli Luo, Wei Wang, Jiahao Liu, Yijia Liu, Bin Bi, Songfang Huang, Fei Huang, Luo Si
2021	—	`conf`	damo_nlp at MEDIQA 2021: Knowledge-based Preprocessing and Coverage-oriented Reranking for Medical Question Summarization. BioNLP@NAACL-HLT Yifan He, Mosha Chen, Songfang Huang
2020	—	`conf`	Aliababa DAMO Academy at TREC Precision Medicine 2020: State-of-the-art Evidence Retriever for Precision Medicine with Expert-in-the-loop Active Learning. TREC Qiao Jin, Chuanqi Tan, Mosha Chen, Ming Yan, Songfang Huang, Ningyu Zhang, Xiaozhong Liu
2020	B	`conf`	Deep Program Structure Modeling Through Multi-Relational Graph-based Learning. PACT Guixin Ye, Zhanyong Tang, Huanting Wang, Dingyi Fang, Jianbin Fang, Songfang Huang, Zheng Wang
2020	J	`jnl`	Nested Named Entity Recognition with Partially-Observed TreeCRFs. CoRR Yao Fu, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang
2020	—	`conf`	PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation. EMNLP (1) Bin Bi, Chenliang Li, Chen Wu, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si
2020	J	`jnl`	PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation. CoRR Bin Bi, Chenliang Li, Chen Wu, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si
2020	—	`conf`	Predicting Clinical Trial Results by Implicit Evidence Integration. EMNLP (1) Qiao Jin, Chuanqi Tan, Mosha Chen, Xiaozhong Liu, Songfang Huang
2020	J	`jnl`	Predicting Clinical Trial Results by Implicit Evidence Integration. CoRR Qiao Jin, Chuanqi Tan, Mosha Chen, Xiaozhong Liu, Songfang Huang
2020	J	`jnl`	VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation. CoRR Fuli Luo, Wei Wang, Jiahao Liu, Yijia Liu, Bin Bi, Songfang Huang, Fei Huang, Luo Si
2019	J	`jnl`	Cross-language document summarization via extraction and ranking of multiple summaries. Knowl. Inf. Syst. Xiaojun Wan, Fuli Luo, Xue Sun, Songfang Huang, Jin-Ge Yao
2019	—	`conf`	From EHR Data to Medication Adherence Assessment: A Case Study on Type 2 Diabetes. ICHI Enliang Xu, Jing Mei, Jing Li, Yiqin Yu, Songfang Huang, Yong Qin
2019	—	`conf`	Multiple MACE Risk Prediction using Multi-Task Recurrent Neural Network with Attention. ICHI Enliang Xu, Shiwan Zhao, Jing Mei, Eryu Xia, Yiqin Yu, Songfang Huang
2018	J	`jnl`	Encoding Implicit Relation Requirements for Relation Extraction: A Joint Inference Approach. CoRR Liwei Chen, Yansong Feng, Songfang Huang, Bingfeng Luo, Dongyan Zhao
2018	J	`jnl`	Encoding implicit relation requirements for relation extraction: A joint inference approach. Artif. Intell. Liwei Chen, Yansong Feng, Songfang Huang, Bingfeng Luo, Dongyan Zhao
2018	—	`conf`	Marrying Up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding. ACL (1) Bingfeng Luo, Yansong Feng, Zheng Wang, Songfang Huang, Rui Yan, Dongyan Zhao
2018	J	`jnl`	Marrying up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding. CoRR Bingfeng Luo, Yansong Feng, Zheng Wang, Songfang Huang, Rui Yan, Dongyan Zhao
2017	A*	`conf`	FeaBoost: Joint Feature and Label Refinement for Semantic Segmentation. AAAI Yulei Niu, Zhiwu Lu, Songfang Huang, Xin Gao, Ji-Rong Wen
2017	—	`conf`	Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix. ACL (1) Bingfeng Luo, Yansong Feng, Zheng Wang, Zhanxing Zhu, Songfang Huang, Rui Yan, Dongyan Zhao
2017	J	`jnl`	Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix. CoRR Bingfeng Luo, Yansong Feng, Zheng Wang, Zhanxing Zhu, Songfang Huang, Rui Yan, Dongyan Zhao
2016	J	`jnl`	Enhancing Freebase Question Answering Using Textual Evidence. CoRR Kun Xu, Yansong Feng, Siva Reddy, Songfang Huang, Dongyan Zhao
2016	B	`conf`	Hybrid Question Answering over Knowledge Base and Free Text. COLING Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao
2016	—	`conf`	Question Answering on Freebase via Relation Extraction and Textual Evidence. ACL (1) Kun Xu, Siva Reddy, Yansong Feng, Songfang Huang, Dongyan Zhao
2016	—	`conf`	Segmentation with Selectively Propagated Constraints. ICONIP (2) Peng Han, Guangzhen Liu, Songfang Huang, Wenwu Yuan, Zhiwu Lu
2016	A	`conf`	Sentiment Domain Adaptation with Multi-Level Contextual Sentiment Knowledge. CIKM Fangzhao Wu, Sixing Wu, Yongfeng Huang, Songfang Huang, Yong Qin
2015	A*	`conf`	Noise-Robust Semi-Supervised Learning by Large-Scale Sparse Coding. AAAI Zhiwu Lu, Xin Gao, Liwei Wang, Ji-Rong Wen, Songfang Huang
2015	—	`conf`	Question Answering via Phrasal Semantic Parsing. CLEF Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao
2015	—	`conf`	Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases. ACL (2) Sheng Zhang, Yansong Feng, Songfang Huang, Kun Xu, Zhe Han, Dongyan Zhao
2015	A*	`conf`	Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling. EMNLP Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao
2015	J	`jnl`	Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling. CoRR Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao
2015	A*	`conf`	Social Image Parsing by Cross-Modal Data Refinement. IJCAI Zhiwu Lu, Xin Gao, Songfang Huang, Liwei Wang, Ji-Rong Wen
2015	A*	`conf`	Weakly Supervised Matrix Factorization for Noisily Tagged Image Parsing. IJCAI Yulei Niu, Zhiwu Lu, Songfang Huang, Peng Han, Ji-Rong Wen
2015	A*	`conf`	What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions. AAAI Kun Xu, Sheng Zhang, Yansong Feng, Songfang Huang, Dongyan Zhao
2014	A	`conf`	Community-based matrix factorization for scalable music recommendation on smartphones. ICME Jinghui Mo, Yansong Feng, Aixia Jia, Songfang Huang, Yong Qin, Dongyan Zhao
2014	—	`conf`	Encoding Relation Requirements for Relation Extraction via Joint Inference. ACL (1) Liwei Chen, Yansong Feng, Songfang Huang, Yong Qin, Dongyan Zhao
2014	A*	`conf`	Joint Inference for Knowledge Base Population. EMNLP Liwei Chen, Yansong Feng, Jinghui Mo, Songfang Huang, Dongyan Zhao
2013	J	`jnl`	The IBM speech-to-speech translation system for smartphone: Improvements for resource-constrained tasks. Comput. Speech Lang. Bowen Zhou, Xiaodong Cui, Songfang Huang, Martin Cmejrek, Wei Zhang, Jian Xue, Jia Cui, Bing Xiang, Gregg Daggett, Upendra V. Chaudhari, Sameer Maskey, Etienne Marcheret
2011	A	`conf`	An Empirical Study on Improving Hierarchical Phrase-Based Translation Using Alignment Features. INTERSPEECH Songfang Huang, Bowen Zhou
2011	A	`conf`	Using Features from Topic Models to Alleviate Over-Generation in Hierarchical Phrase-Based Translation. INTERSPEECH Songfang Huang, Bowen Zhou
2010	J	`jnl`	Hierarchical Bayesian Language Models for Conversational Speech Recognition. IEEE Trans. Speech Audio Process. Songfang Huang, Steve Renals
2010	Misc	`conf`	Power law discounting for n-gram language models. ICASSP Songfang Huang, Steve Renals
2009	A	`conf`	A parallel training algorithm for hierarchical pitman-yor process language models. INTERSPEECH Songfang Huang, Steve Renals
2009	Misc	`conf`	An EM algorithm for SCFG in formal syntax-based translation. ICASSP Songfang Huang, Bowen Zhou
2008	—	`conf`	Modeling Topic and Role Information in Meetings Using the Hierarchical Dirichlet Process. MLMI Songfang Huang, Steve Renals
2008	A	`conf`	Unsupervised language model adaptation based on topic and role information in multiparty meetings. INTERSPEECH Songfang Huang, Steve Renals
2007	C	`conf`	Hierarchical Pitman-Yor language models for ASR in meetings. ASRU Songfang Huang, Steve Renals
2007	—	`conf`	Using Prosodic Features in Language Models for Meetings. MLMI Songfang Huang, Steve Renals