Hierarchical Pitman-Yor language models for ASR in meetings. - Songfang Huang; Steve Renals (ASRU, 2007)

Using Prosodic Features in Language Models for Meetings. - Songfang Huang; Steve Renals (MLMI, 2007)

Unsupervised language model adaptation based on topic and role information in multiparty meetings. - Songfang Huang; Steve Renals (INTERSPEECH, 2008)

Modeling Topic and Role Information in Meetings Using the Hierarchical Dirichlet Process. - Songfang Huang; Steve Renals (MLMI, 2008)

An EM algorithm for SCFG in formal syntax-based translation. - Songfang Huang; Bowen Zhou (ICASSP, 2009)

A parallel training algorithm for hierarchical pitman-yor process language models. - Songfang Huang; Steve Renals (INTERSPEECH, 2009)

Power law discounting for n-gram language models. - Songfang Huang; Steve Renals (ICASSP, 2010)

Hierarchical Bayesian Language Models for Conversational Speech Recognition. - Songfang Huang; Steve Renals (IEEE Trans. Speech Audio Process., 2010)

Using Features from Topic Models to Alleviate Over-Generation in Hierarchical Phrase-Based Translation. - Songfang Huang; Bowen Zhou (INTERSPEECH, 2011)

An Empirical Study on Improving Hierarchical Phrase-Based Translation Using Alignment Features. - Songfang Huang; Bowen Zhou (INTERSPEECH, 2011)

The IBM speech-to-speech translation system for smartphone: Improvements for resource-constrained tasks. - Bowen Zhou 002; Xiaodong Cui; Songfang Huang; Martin Cmejrek; Wei Zhang 057; Jian Xue; Jia Cui; Bing Xiang; Gregg Daggett; Upendra V. Chaudhari; Sameer Maskey; Etienne Marcheret (Comput. Speech Lang., 2013)

Encoding Relation Requirements for Relation Extraction via Joint Inference. - Liwei Chen; Yansong Feng 002; Songfang Huang; Yong Qin 001; Dongyan Zhao 001 (ACL (1), 2014)

Joint Inference for Knowledge Base Population. - Liwei Chen; Yansong Feng 002; Jinghui Mo; Songfang Huang; Dongyan Zhao 001 (EMNLP, 2014)

Community-based matrix factorization for scalable music recommendation on smartphones. - Jinghui Mo; Yansong Feng 002; Aixia Jia; Songfang Huang; Yong Qin 001; Dongyan Zhao 001 (ICME, 2014)

Noise-Robust Semi-Supervised Learning by Large-Scale Sparse Coding. - Zhiwu Lu 001; Xin Gao 001; Liwei Wang 001; Ji-Rong Wen; Songfang Huang (AAAI, 2015)

What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions. - Kun Xu 005; Sheng Zhang 012; Yansong Feng 002; Songfang Huang; Dongyan Zhao 001 (AAAI, 2015)

Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases. - Sheng Zhang 012; Yansong Feng 002; Songfang Huang; Kun Xu 005; Zhe Han; Dongyan Zhao 001 (ACL (2), 2015)

Question Answering via Phrasal Semantic Parsing. - Kun Xu 005; Yansong Feng 002; Songfang Huang; Dongyan Zhao 001 (CLEF, 2015)

Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling. - Kun Xu 005; Yansong Feng 002; Songfang Huang; Dongyan Zhao 001 (EMNLP, 2015)

Social Image Parsing by Cross-Modal Data Refinement. - Zhiwu Lu 001; Xin Gao 001; Songfang Huang; Liwei Wang 001; Ji-Rong Wen (IJCAI, 2015)

Weakly Supervised Matrix Factorization for Noisily Tagged Image Parsing. - Yulei Niu; Zhiwu Lu 001; Songfang Huang; Peng Han 005; Ji-Rong Wen (IJCAI, 2015)

Question Answering on Freebase via Relation Extraction and Textual Evidence. - Kun Xu 005; Siva Reddy; Yansong Feng 002; Songfang Huang; Dongyan Zhao 001 (ACL (1), 2016)

Sentiment Domain Adaptation with Multi-Level Contextual Sentiment Knowledge. - Fangzhao Wu; Sixing Wu; Yongfeng Huang 001; Songfang Huang; Yong Qin 001 (CIKM, 2016)

Hybrid Question Answering over Knowledge Base and Free Text. - Kun Xu 005; Yansong Feng 002; Songfang Huang; Dongyan Zhao 001 (COLING, 2016)

Segmentation with Selectively Propagated Constraints. - Peng Han 005; Guangzhen Liu; Songfang Huang; Wenwu Yuan; Zhiwu Lu 001 (ICONIP (2), 2016)

Enhancing Freebase Question Answering Using Textual Evidence. - Kun Xu 005; Yansong Feng 002; Siva Reddy; Songfang Huang; Dongyan Zhao 001 (CoRR, 2016)

FeaBoost: Joint Feature and Label Refinement for Semantic Segmentation. - Yulei Niu; Zhiwu Lu 001; Songfang Huang; Xin Gao 001; Ji-Rong Wen (AAAI, 2017)

Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix. - Bingfeng Luo; Yansong Feng 002; Zheng Wang 001; Zhanxing Zhu; Songfang Huang; Rui Yan 001; Dongyan Zhao 001 (ACL (1), 2017)

Marrying Up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding. - Bingfeng Luo; Yansong Feng 002; Zheng Wang 001; Songfang Huang; Rui Yan 001; Dongyan Zhao 001 (ACL (1), 2018)

Encoding implicit relation requirements for relation extraction: A joint inference approach. - Liwei Chen; Yansong Feng 002; Songfang Huang; Bingfeng Luo; Dongyan Zhao 001 (Artif. Intell., 2018)

From EHR Data to Medication Adherence Assessment: A Case Study on Type 2 Diabetes. - Enliang Xu; Jing Mei; Jing Li; Yiqin Yu; Songfang Huang; Yong Qin 001 (ICHI, 2019)

Multiple MACE Risk Prediction using Multi-Task Recurrent Neural Network with Attention. - Enliang Xu; Shiwan Zhao; Jing Mei; Eryu Xia; Yiqin Yu; Songfang Huang (ICHI, 2019)

Cross-language document summarization via extraction and ranking of multiple summaries. - Xiaojun Wan 001; Fuli Luo; Xue Sun; Songfang Huang; Jin-ge Yao (Knowl. Inf. Syst., 2019)

Deep Program Structure Modeling Through Multi-Relational Graph-based Learning. - Guixin Ye; Zhanyong Tang; Huanting Wang; Dingyi Fang; Jianbin Fang; Songfang Huang; Zheng Wang 001 (PACT, 2020)

PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation. - Bin Bi; Chenliang Li; Chen Wu 006; Ming Yan 008; Wei Wang 225; Songfang Huang; Fei Huang 002; Luo Si (EMNLP (1), 2020)

Predicting Clinical Trial Results by Implicit Evidence Integration. - Qiao Jin 001; Chuanqi Tan; Mosha Chen; Xiaozhong Liu; Songfang Huang (EMNLP (1), 2020)

Aliababa DAMO Academy at TREC Precision Medicine 2020: State-of-the-art Evidence Retriever for Precision Medicine with Expert-in-the-loop Active Learning. - Qiao Jin 001; Chuanqi Tan; Mosha Chen; Ming Yan 008; Songfang Huang; Ningyu Zhang 001; Xiaozhong Liu (TREC, 2020)

VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation. - Fuli Luo; Wei Wang 225; Jiahao Liu; Yijia Liu; Bin Bi; Songfang Huang; Fei Huang 002; Luo Si (CoRR, 2020)

Nested Named Entity Recognition with Partially-Observed TreeCRFs. - Yao Fu; Chuanqi Tan; Mosha Chen; Songfang Huang; Fei Huang 002 (AAAI, 2021)

A Unified Pretraining Framework for Passage Ranking and Expansion. - Ming Yan 008; Chenliang Li; Bin Bi; Wei Wang 225; Songfang Huang (AAAI, 2021)

StructuralLM: Structural Pre-training for Form Understanding. - Chenliang Li; Bin Bi; Ming Yan 008; Wei Wang 225; Songfang Huang; Fei Huang 002; Luo Si (ACL/IJCNLP (1), 2021)

Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction. - Chenliang Li; Bin Bi; Ming Yan 008; Wei Wang 225; Songfang Huang (ACL/IJCNLP (2), 2021)

VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation. - Fuli Luo; Wei Wang 225; Jiahao Liu; Yijia Liu; Bin Bi; Songfang Huang; Fei Huang 002; Luo Si (ACL/IJCNLP (1), 2021)

E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning. - Haiyang Xu 001; Ming Yan 008; Chenliang Li; Bin Bi; Songfang Huang; Wenming Xiao; Fei Huang 002 (ACL/IJCNLP (1), 2021)

damo_nlp at MEDIQA 2021: Knowledge-based Preprocessing and Coverage-oriented Reranking for Medical Question Summarization. - Yifan He; Mosha Chen; Songfang Huang (BioNLP@NAACL-HLT, 2021)

Improving Biomedical Pretrained Language Models with Knowledge. - Zheng Yuan 002; Yijia Liu; Chuanqi Tan; Songfang Huang; Fei Huang 002 (BioNLP@NAACL-HLT, 2021)

Rethinking Denoised Auto-Encoding in Language Pre-Training. - Fuli Luo; Pengcheng Yang; Shicheng Li; Xuancheng Ren; Xu Sun 001; Songfang Huang; Fei Huang 002 (EMNLP (1), 2021)

Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning. - Runxin Xu; Fuli Luo; Zhiyuan Zhang; Chuanqi Tan; Baobao Chang; Songfang Huang; Fei Huang 002 (EMNLP (1), 2021)

MELR: Meta-Learning via Modeling Episode-Level Relationships for Few-Shot Learning. - Nanyi Fei; Zhiwu Lu 001; Tao Xiang 002; Songfang Huang (ICLR, 2021)

IEPT: Instance-Level and Episode-Level Pretext Tasks for Few-Shot Learning. - Manli Zhang; Jianhong Zhang; Zhiwu Lu 001; Tao Xiang 002; Mingyu Ding; Songfang Huang (ICLR, 2021)

Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models. - Yuxuan Lai; Yijia Liu; Yansong Feng 002; Songfang Huang; Dongyan Zhao 001 (NAACL-HLT, 2021)

Noisy-Labeled NER with Confidence Estimation. - Kun Liu; Yao Fu; Chuanqi Tan; Mosha Chen; Ningyu Zhang 001; Songfang Huang; Sheng Gao (NAACL-HLT, 2021)

Automated conformance testing for JavaScript engines via deep compiler fuzzing. - Guixin Ye; Zhanyong Tang; Shin Hwei Tan; Songfang Huang; Dingyi Fang; Xiaoyang Sun; Lizhong Bian; Haibo Wang; Zheng Wang 001 (PLDI, 2021)

Alibaba DAMO Academy at TREC Clinical Trials 2021: ExploringEmbedding-based First-stage Retrieval with TrialMatcher. - Qiao Jin 001; Chuanqi Tan; Zhengyun Zhao; Zheng Yuan 002; Songfang Huang (TREC, 2021)

Contrastive Prototype Learning with Augmented Embeddings for Few-Shot Learning. - Yizhao Gao 004; Nanyi Fei; Guangzhen Liu; Zhiwu Lu 001; Tao Xiang 002; Songfang Huang (CoRR, 2021)

Biomedical Question Answering: A Comprehensive Review. - Qiao Jin 001; Zheng Yuan 002; Guangzhi Xiong; Qianlan Yu; Chuanqi Tan; Mosha Chen; Songfang Huang; Xiaozhong Liu; Sheng Yu 002 (CoRR, 2021)

SemVLP: Vision-Language Pre-training by Aligning Semantics at Multiple Levels. - Chenliang Li; Ming Yan 008; Haiyang Xu 001; Fuli Luo; Wei Wang 225; Bin Bi; Songfang Huang (CoRR, 2021)

A Chinese Multi-type Complex Questions Answering Dataset over Wikidata. - Jianyun Zou; Min Yang 007; Lichao Zhang; Yechen Xu; Qifan Pan; Fengqing Jiang; Ran Qin; Shushu Wang; Yifan He; Songfang Huang; Zhou Zhao 001 (CoRR, 2021)

Achieving Human Parity on Visual Question Answering. - Ming Yan 008; Haiyang Xu 001; Chenliang Li; Junfeng Tian; Bin Bi; Wei Wang 225; Weihua Chen; Xianzhe Xu; Fan Wang 019; Zheng Cao 003; Zhicheng Zhang; Qiyu Zhang; et al. (CoRR, 2021)

Contrastive Information Extraction With Generative Transformer. - Ningyu Zhang 001; Hongbin Ye; Shumin Deng; Chuanqi Tan; Mosha Chen; Songfang Huang; Fei Huang 002; Huajun Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Combining Graph-Based Learning With Automated Data Collection for Code Vulnerability Detection. - Huanting Wang; Guixin Ye; Zhanyong Tang; Shin Hwei Tan; Songfang Huang; Dingyi Fang; Yansong Feng 002; Lizhong Bian; Zheng Wang 001 (IEEE Trans. Inf. Forensics Secur., 2021)

From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression. - Runxin Xu; Fuli Luo; Chengyu Wang 001; Baobao Chang; Jun Huang 007; Songfang Huang; Fei Huang 002 (AAAI, 2022)

Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding. - Zheng Yuan 002; Chuanqi Tan; Songfang Huang (ACL (2), 2022)

Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition. - Zheng Yuan 002; Chuanqi Tan; Songfang Huang; Fei Huang 002 (ACL (Findings), 2022)

Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency. - Yanyang Li; Fuli Luo; Runxin Xu; Songfang Huang; Fei Huang 002; Liwei Wang 009 (ACL (1), 2022)

S$^4$-Tuning: A Simple Cross-lingual Sub-network Tuning Method. - Runxin Xu; Fuli Luo; Baobao Chang; Songfang Huang; Fei Huang 002 (ACL (2), 2022)

TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection. - Chaoya Jiang; Haiyang Xu 001; Chenliang Li; Ming Yan 008; Wei Ye 004; Shikun Zhang; Bin Bi; Songfang Huang (EMNLP, 2022)

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. - Chenliang Li; Haiyang Xu 001; Junfeng Tian; Wei Wang 225; Ming Yan 008; Bin Bi; Jiabo Ye; He Chen; Guohai Xu; Zheng Cao 003; Ji Zhang 011; Songfang Huang; et al. (EMNLP, 2022)

Towards Unified Prompt Tuning for Few-shot Text Classification. - Jianing Wang 002; Chengyu Wang 001; Fuli Luo; Chuanqi Tan; Minghui Qiu; Fei Yang; Qiuhui Shi; Songfang Huang; Ming Gao 001 (EMNLP (Findings), 2022)

SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition. - Jianing Wang 002; Chengyu Wang 001; Chuanqi Tan; Minghui Qiu; Songfang Huang; Jun Huang 007; Ming Gao 001 (EMNLP, 2022)

Parameter-Efficient Sparsity for Large Language Models Fine-Tuning. - Yuchao Li; Fuli Luo; Chuanqi Tan; Mengdi Wang; Songfang Huang; Shen Li; Junjie Bai (IJCAI, 2022)

STRONGHOLD: Fast and Affordable Billion-Scale Deep Learning Model Training. - Xiaoyang Sun; Wei Wang 225; Shenghao Qiu; Renyu Yang; Songfang Huang; Jie Xu 007; Zheng Wang 001 (SC, 2022)

Disentangled representation for sequential treatment effect estimation. - Jiebin Chu; Yaoyun Zhang; Fei Huang 002; Luo Si; Songfang Huang; Zhengxing Huang (Comput. Methods Programs Biomed., 2022)

Contrastive Demonstration Tuning for Pre-trained Language Models. - Xiaozhuan Liang; Ningyu Zhang 001; Siyuan Cheng 008; Zhen Bi; Zhenru Zhang; Chuanqi Tan; Songfang Huang; Fei Huang 002; Huajun Chen (CoRR, 2022)

Image Captioning In the Transformer Age. - Yang Xu; Li Li; Haiyang Xu 001; Songfang Huang; Fei Huang 002; Jianfei Cai 001 (CoRR, 2022)

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. - Chenliang Li; Haiyang Xu 001; Junfeng Tian; Wei Wang 225; Ming Yan 008; Bin Bi; Jiabo Ye; Hehong Chen; Guohai Xu; Zheng Cao 003; Ji Zhang 011; Songfang Huang; et al. (CoRR, 2022)

Open Information Extraction from 2007 to 2022 - A Survey. - Pai Liu; Wenyang Gao; Wenjie Dong; Songfang Huang; Yue Zhang 004 (CoRR, 2022)

SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers. - Hongyi Yuan; Zheng Yuan 002; Chuanqi Tan; Fei Huang 002; Songfang Huang (CoRR, 2022)

PEER: Pre-training ELECTRA Extended by Ranking. - Ru He; Wei Wang 225; Songfang Huang; Fei Huang 002 (ACL (Findings), 2023)

Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation. - Chaoya Jiang; Wei Ye 004; Haiyang Xu 001; Songfang Huang; Fei Huang 002; Shikun Zhang (ACL (1), 2023)

XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding. - Moming Tang; Chengyu Wang 001; Jianing Wang 002; Chuanqi Tan; Songfang Huang; Cen Chen 001; Weining Qian (ACL (Findings), 2023)

Transforming Visual Scene Graphs to Image Captions. - Xu Yang 021; Jiawei Peng; Zihua Wang; Haiyang Xu 001; Qinghao Ye; Chenliang Li; Songfang Huang; Fei Huang 002; Zhangzikang Li; Yu Zhang 004 (ACL (1), 2023)

HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation. - Hongyi Yuan; Zheng Yuan 002; Chuanqi Tan; Fei Huang 002; Songfang Huang (ACL (1), 2023)

Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning. - Zhenru Zhang; Chuanqi Tan; Haiyang Xu 001; Chengyu Wang 001; Jun Huang 007; Songfang Huang (ACL (2), 2023)

BUS : Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization. - Chaoya Jiang; Haiyang Xu 001; Wei Ye 004; Qinghao Ye; Chenliang Li; Ming Yan 008; Bin Bi; Shikun Zhang; Fei Huang 002; Songfang Huang (ICCV, 2023)

Learning Trajectory-Word Alignments for Video-Language Tasks. - Xu Yang 021; Zhangzikang Li; Haiyang Xu 001; Hanwang Zhang; Qinghao Ye; Chenliang Li; Ming Yan 008; Yu Zhang 004; Fei Huang 002; Songfang Huang (ICCV, 2023)

mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video. - Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Yaya Shi; Jiabo Ye; Yuanhong Xu; Chenliang Li; Bin Bi; Qi Qian 001; Wei Wang 225; Guohai Xu; Ji Zhang 011; et al. (ICML, 2023)

RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-training. - Zheng Yuan 005; Qiao Jin 001; Chuanqi Tan; Zhengyun Zhao; Hongyi Yuan; Fei Huang 002; Songfang Huang (ACM Multimedia, 2023)

RRHF: Rank Responses to Align Language Models with Human Feedback. - Hongyi Yuan; Zheng Yuan; Chuanqi Tan; Wei Wang; Songfang Huang; Fei Huang (NeurIPS, 2023)

Making Pre-trained Language Models End-to-end Few-shot Learners with Contrastive Prompt Tuning. - Ziyun Xu; Chengyu Wang 001; Minghui Qiu; Fuli Luo; Runxin Xu; Songfang Huang; Jun Huang 007 (WSDM, 2023)

Adaptively Clustering Neighbor Elements for Image Captioning. - Zihua Wang; Xu Yang 021; Haiyang Xu 001; Hanwang Zhang; Chenliang Li; Songfang Huang; Fei Huang 002; Yu Zhang 004 (CoRR, 2023)

Molecular Geometry-aware Transformer for accurate 3D Atomic System modeling. - Zheng Yuan 002; Yaoyun Zhang; Chuanqi Tan; Wei Wang 225; Fei Huang 002; Songfang Huang (CoRR, 2023)

RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-training. - Zheng Yuan 002; Qiao Jin 001; Chuanqi Tan; Zhengyun Zhao; Hongyi Yuan; Fei Huang 002; Songfang Huang (CoRR, 2023)

Revisiting Automatic Question Summarization Evaluation in the Biomedical Domain. - Hongyi Yuan; Yaoyun Zhang; Fei Huang 002; Songfang Huang (CoRR, 2023)

How well do Large Language Models perform in Arithmetic tasks? - Zheng Yuan 002; Hongyi Yuan; Chuanqi Tan; Wei Wang 225; Songfang Huang (CoRR, 2023)

RRHF: Rank Responses to Align Language Models with Human Feedback without tears. - Zheng Yuan 002; Hongyi Yuan; Chuanqi Tan; Wei Wang 225; Songfang Huang; Fei Huang 002 (CoRR, 2023)

VECO 2.0: Cross-lingual Language Model Pre-training with Multi-granularity Contrastive Learning. - Zhenru Zhang; Chuanqi Tan; Songfang Huang; Fei Huang 002 (CoRR, 2023)

DiffDTM: A conditional structure-free framework for bioactive molecules generation targeted for dual proteins. - Lei Huang; Zheng Yuan 002; Huihui Yan; Rong Sheng; Linjing Liu; Fuzhou Wang; Weidun Xie; Nanjun Chen; Fei Huang 002; Songfang Huang; Ka-Chun Wong; Yaoyun Zhang (CoRR, 2023)

Biomedical Question Answering: A Survey of Approaches and Challenges. - Qiao Jin 001; Zheng Yuan 002; Guangzhi Xiong; Qianlan Yu; Huaiyuan Ying; Chuanqi Tan; Mosha Chen; Songfang Huang; Xiaozhong Liu; Sheng Yu 002 (ACM Comput. Surv., 2023)

LOGEN: Few-Shot Logical Knowledge-Conditioned Text Generation With Self-Training. - Shumin Deng; Jiacheng Yang; Hongbin Ye; Chuanqi Tan; Mosha Chen; Songfang Huang; Fei Huang 002; Huajun Chen; Ningyu Zhang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Achieving Human Parity on Visual Question Answering. - Ming Yan 008; Haiyang Xu 001; Chenliang Li; Junfeng Tian; Bin Bi; Wei Wang 225; Xianzhe Xu; Ji Zhang 011; Songfang Huang; Fei Huang 002; Luo Si; Rong Jin 001 (ACM Trans. Inf. Syst., 2023)

Harder Task Needs More Experts: Dynamic Routing in MoE Models. - Quzhe Huang; Zhenwei An; Nan Zhuang; Mingxu Tao; Chen Zhang 019; Yang Jin; Kun Xu 005; Liwei Chen; Songfang Huang; Yansong Feng 002 (ACL (1), 2024)

Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models. - Qingkai Min; Qipeng Guo; Xiangkun Hu; Songfang Huang; Zheng Zhang; Yue Zhang (ACL (1), 2024)

A Survey on Open Information Extraction from Rule-based Model to Large Language Model. - Pai Liu; Wenyang Gao; Wenjie Dong; Lin Ai; Ziwei Gong; Songfang Huang; Zongsheng Li; Ehsan Hoque 001; Julia Hirschberg; Yue Zhang 004 (EMNLP (Findings), 2024)

Unlocking the Potential of Model Merging for Low-Resource Languages. - Mingxu Tao; Chen Zhang 020; Quzhe Huang; Tianyao Ma; Songfang Huang; Dongyan Zhao 001; Yansong Feng 002 (EMNLP (Findings), 2024)

Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation. - Hongyi Yuan; Zheng Yuan; Chuanqi Tan; Fei Huang; Songfang Huang (NAACL-HLT, 2024)

Harder Tasks Need More Experts: Dynamic Routing in MoE Models. - Quzhe Huang; Zhenwei An; Nan Zhuang; Mingxu Tao; Chen Zhang 019; Yang Jin; Kun Xu 005; Liwei Chen; Songfang Huang; Yansong Feng 002 (CoRR, 2024)

Unlocking the Potential of Model Merging for Low-Resource Languages. - Mingxu Tao; Chen Zhang 019; Quzhe Huang; Tianyao Ma; Songfang Huang; Dongyan Zhao 001; Yansong Feng 002 (CoRR, 2024)

A Unified Conditional Diffusion Framework for Dual Protein Targets-Based Bioactive Molecule Generation. - Lei Huang; Zheng Yuan 002; Huihui Yan; Rong Sheng; Linjing Liu; Fuzhou Wang; Weidun Xie; Nanjun Chen; Fei Huang 002; Songfang Huang; Ka-Chun Wong; Yaoyun Zhang (IEEE Trans. Artif. Intell., 2024)