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2020 – today
- 2024
[j38]Xiang Chen
, Lei Li, Yuqi Zhu, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Ningyu Zhang, Huajun Chen:
Sequence Labeling as Non-Autoregressive Dual-Query Set Generation. IEEE ACM Trans. Audio Speech Lang. Process. 32: 1546-1558 (2024)- 2023
- [j37]Bowen Qin, Binyuan Hui, Lihan Wang, Min Yang, Binhua Li, Fei Huang, Luo Si, Qingshan Jiang, Yongbin Li:
Schema dependency-enhanced curriculum pre-training for table semantic parsing. Knowl. Based Syst. 262: 110264 (2023) - [j36]Hady W. Lauw, Tat-Seng Chua, Luo Si, Evimaria Terzi, Panayiotis Tsaparas, Andrew Tomkins:
Report on the 16th ACM International Conference on Web Search and Data Mining (WSDM 2023). SIGIR Forum 57(1): 8:1-8:5 (2023) - [j35]Hady W. Lauw, Tat-Seng Chua, Luo Si, Evimaria Terzi, Panayiotis Tsaparas, Andrew Tomkins:
ACM WSDM 2023 Report. SIGWEB Newsl. 2023(Spring): 1:1-1:6 (2023) - [j34]Ming Yan, Haiyang Xu, Chenliang Li, Junfeng Tian, Bin Bi, Wei Wang, Xianzhe Xu, Ji Zhang, Songfang Huang, Fei Huang, Luo Si, Rong Jin:
Achieving Human Parity on Visual Question Answering. ACM Trans. Inf. Syst. 41(3): 79:1-79:40 (2023) - [c204]Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li:
Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing. AAAI 2023: 13076-13084 - [c203]Linlin Zhang, Kai Fan, Boxing Chen, Luo Si:
A Simple Concatenation can Effectively Improve Speech Translation. ACL (2) 2023: 1793-1802 - [c202]Linlin Liu, Xingxuan Li, Megh Thakkar, Xin Li, Shafiq Joty, Luo Si, Lidong Bing:
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations. ACL (1) 2023: 4799-4816 - [c201]Qianglong Chen, Guohai Xu, Ming Yan, Ji Zhang, Fei Huang, Luo Si, Yin Zhang:
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering. ACL (Findings) 2023: 13207-13224 - [c200]Linlin Zhang, Boxing Chen, Shaolin Zhu, Luo Si:
Ternary Data, Triangle Decoding, Three Tasks, a Multitask Learning Speech Translation Model. ICANN (3) 2023: 579-590 - [c199]Weiwen Xu, Xin Li, Wenxuan Zhang, Meng Zhou, Wai Lam, Luo Si, Lidong Bing:
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Models to Pre-trained Machine Reader. NeurIPS 2023 - [e4]Tat-Seng Chua, Hady W. Lauw, Luo Si, Evimaria Terzi, Panayiotis Tsaparas:
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023. ACM 2023, ISBN 978-1-4503-9407-9 [contents] - [i73]Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li:
Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing. CoRR abs/2301.07507 (2023) - [i72]Qianglong Chen, Guohai Xu, Ming Yan, Ji Zhang, Fei Huang, Luo Si, Yin Zhang:
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering. CoRR abs/2305.08135 (2023) - [i71]Xiang Chen, Jintian Zhang, Xiaohan Wang, Tongtong Wu, Shumin Deng, Yongheng Wang, Luo Si, Huajun Chen, Ningyu Zhang:
Continual Multimodal Knowledge Graph Construction. CoRR abs/2305.08698 (2023) - 2022
- [j33]Jiebin Chu, Yaoyun Zhang, Fei Huang, Luo Si, Songfang Huang, Zhengxing Huang:
Disentangled representation for sequential treatment effect estimation. Comput. Methods Programs Biomed. 226: 107175 (2022) - [j32]Yongzhen Wang, Jun Lin, Sheng Bi, Changlong Sun, Luo Si, Xiaozhong Liu:
Adaptive multi-task positive-unlabeled learning for joint prediction of multiple chronic diseases using online shopping behaviors. Expert Syst. Appl. 191: 116232 (2022) - [c198]Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li:
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection. AAAI 2022: 10749-10757 - [c197]Yew Ken Chia, Lidong Bing, Soujanya Poria, Luo Si:
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction. ACL (Findings) 2022: 45-57 - [c196]Bosheng Ding, Junjie Hu, Lidong Bing, Sharifah Mahani Aljunied, Shafiq R. Joty, Luo Si, Chunyan Miao:
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems. ACL (1) 2022: 1639-1657 - [c195]Ran Zhou, Xin Li, Ruidan He, Lidong Bing, Erik Cambria, Luo Si, Chunyan Miao:
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER. ACL (1) 2022: 2251-2262 - [c194]Liying Cheng, Lidong Bing, Ruidan He, Qian Yu, Yan Zhang, Luo Si:
IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks. ACL (1) 2022: 2277-2287 - [c193]Chenhui Shen, Liying Cheng, Ran Zhou, Lidong Bing, Yang You, Luo Si:
MReD: A Meta-Review Dataset for Structure-Controllable Text Generation. ACL (Findings) 2022: 2521-2535 - [c192]Ningyu Zhang, Mosha Chen, Zhen Bi, Xiaozhuan Liang, Lei Li, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Buzhou Tang, Qingcai Chen:
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. ACL (1) 2022: 7888-7915 - [c191]Wanwei He, Yinpei Dai, Binyuan Hui, Min Yang, Zheng Cao, Jianbo Dong, Fei Huang, Luo Si, Yongbin Li:
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding. COLING 2022: 553-569 - [c190]Xiang Chen, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen, Ningyu Zhang:
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting. COLING 2022: 2374-2387 - [c189]Linlin Liu, Thien Hai Nguyen, Shafiq R. Joty, Lidong Bing, Luo Si:
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings. COLING 2022: 4381-4396 - [c188]Bowen Qin, Lihan Wang, Binyuan Hui, Bowen Li, Xiangpeng Wei, Binhua Li, Fei Huang, Luo Si, Min Yang, Yongbin Li:
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers. COLING 2022: 5298-5308 - [c187]Hao Lang, Yinhe Zheng, Jian Sun, Fei Huang, Luo Si, Yongbin Li:
Estimating Soft Labels for Out-of-Domain Intent Detection. EMNLP 2022: 261-276 - [c186]Zefeng Cai, Xiangyu Li, Binyuan Hui, Min Yang, Bowen Li, Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li:
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing. EMNLP (Findings) 2022: 1235-1247 - [c185]Haomin Fu, Yeqin Zhang, Haiyang Yu, Jian Sun, Fei Huang, Luo Si, Yongbin Li, Cam-Tu Nguyen:
Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots. EMNLP (Findings) 2022: 1820-1836 - [c184]Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li:
Towards Generalizable and Robust Text-to-SQL Parsing. EMNLP (Findings) 2022: 2113-2125 - [c183]Pei Zhang, Baosong Yang, Haoran Wei, Dayiheng Liu, Kai Fan, Luo Si, Jun Xie:
Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? EMNLP 2022: 4959-4970 - [c182]Linlin Liu, Xin Li, Ruidan He, Lidong Bing, Shafiq R. Joty, Luo Si:
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples. EMNLP 2022: 6878-6890 - [c181]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:
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. EMNLP 2022: 7241-7259 - [c180]Ran Zhou, Xin Li, Lidong Bing, Erik Cambria, Luo Si, Chunyan Miao:
ConNER: Consistency Training for Cross-lingual Named Entity Recognition. EMNLP 2022: 8438-8449 - [c179]Yew Ken Chia, Lidong Bing, Sharifah Mahani Aljunied, Luo Si, Soujanya Poria:
A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach. EMNLP 2022: 10114-10133 - [c178]Chenhui Shen, Liying Cheng, Lidong Bing, Yang You, Luo Si:
SentBS: Sentence-level Beam Search for Controllable Summarization. EMNLP 2022: 10256-10265 - [c177]Linlin Zhang, Zhirui Zhang, Boxing Chen, Weihua Luo, Luo Si:
Context-Adaptive Document-Level Neural Machine Translation. ICASSP 2022: 6232-6236 - [c176]Lihan Wang, Bowen Qin, Binyuan Hui, Bowen Li, Min Yang, Bailin Wang, Binhua Li, Jian Sun, Fei Huang, Luo Si, Yongbin Li:
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing. KDD 2022: 1889-1898 - [c175]Ting-En Lin, Yuchuan Wu, Fei Huang, Luo Si, Jian Sun, Yongbin Li:
Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue Systems. KDD 2022: 3299-3308 - [c174]Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction. NAACL-HLT (Findings) 2022: 1607-1618 - [c173]Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning. NeurIPS 2022 - [c172]Wanwei He, Yinpei Dai, Min Yang, Jian Sun, Fei Huang, Luo Si, Yongbin Li:
Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation. SIGIR 2022: 187-200 - [c171]Xiang Chen, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen:
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion. SIGIR 2022: 904-915 - [c170]Xiang Chen, Lei Li, Ningyu Zhang, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning. SIGIR 2022: 2443-2448 - [c169]Xiang Chen, Ningyu Zhang, Xin Xie, Shumin Deng, Yunzhi Yao, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction. WWW 2022: 2778-2788 - [i70]Yew Ken Chia, Lidong Bing, Soujanya Poria, Luo Si:
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction. CoRR abs/2203.09101 (2022) - [i69]Liying Cheng, Lidong Bing, Ruidan He, Qian Yu, Yan Zhang, Luo Si:
IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks. CoRR abs/2203.12257 (2022) - [i68]Xiang Chen, Lei Li, Ningyu Zhang, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning. CoRR abs/2205.02355 (2022) - [i67]Xiang Chen, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen:
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion. CoRR abs/2205.02357 (2022) - [i66]Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction. CoRR abs/2205.03521 (2022) - [i65]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:
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections. CoRR abs/2205.12005 (2022) - [i64]Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning. CoRR abs/2205.14704 (2022) - [i63]Ting-En Lin, Yuchuan Wu, Fei Huang, Luo Si, Jian Sun, Yongbin Li:
Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue System. CoRR abs/2205.15060 (2022) - [i62]Chuwei Luo, Guozhi Tang, Qi Zheng, Cong Yao, Lianwen Jin, Chenliang Li, Yang Xue, Luo Si:
Bi-VLDoc: Bidirectional Vision-Language Modeling for Visually-Rich Document Understanding. CoRR abs/2206.13155 (2022) - [i61]Lihan Wang, Bowen Qin, Binyuan Hui, Bowen Li, Min Yang, Bailin Wang, Binhua Li, Fei Huang, Luo Si, Yongbin Li:
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing. CoRR abs/2206.14017 (2022) - [i60]Bowen Qin, Binyuan Hui, Lihan Wang, Min Yang, Jinyang Li, Binhua Li, Ruiying Geng, Rongyu Cao, Jian Sun, Luo Si, Fei Huang, Yongbin Li:
A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions. CoRR abs/2208.13629 (2022) - [i59]Bowen Qin, Lihan Wang, Binyuan Hui, Bowen Li, Xiangpeng Wei, Binhua Li, Fei Huang, Luo Si, Min Yang, Yongbin Li:
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers. CoRR abs/2209.06442 (2022) - [i58]Wanwei He, Yinpei Dai, Binyuan Hui, Min Yang, Zheng Cao, Jianbo Dong, Fei Huang, Luo Si, Yongbin Li:
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding. CoRR abs/2209.06638 (2022) - [i57]Wanwei He, Yinpei Dai, Min Yang, Jian Sun, Fei Huang, Luo Si, Yongbin Li:
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation. CoRR abs/2209.06664 (2022) - [i56]Haomin Fu, Yeqin Zhang, Haiyang Yu, Jian Sun, Fei Huang, Luo Si, Yongbin Li, Cam-Tu Nguyen:
Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots. CoRR abs/2210.11060 (2022) - [i55]Zefeng Cai, Xiangyu Li, Binyuan Hui, Min Yang, Bowen Li, Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li:
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing. CoRR abs/2210.11888 (2022) - [i54]Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li:
Towards Generalizable and Robust Text-to-SQL Parsing. CoRR abs/2210.12674 (2022) - [i53]Chenhui Shen, Liying Cheng, Lidong Bing, Yang You, Luo Si:
SentBS: Sentence-level Beam Search for Controllable Summarization. CoRR abs/2210.14502 (2022) - [i52]Hao Lang, Yinhe Zheng, Jian Sun, Fei Huang, Luo Si, Yongbin Li:
Estimating Soft Labels for Out-of-Domain Intent Detection. CoRR abs/2211.05561 (2022) - [i51]Linlin Liu, Xingxuan Li, Megh Thakkar, Xin Li, Lidong Bing, Shafiq R. Joty, Luo Si:
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations. CoRR abs/2211.08794 (2022) - [i50]Ran Zhou, Xin Li, Lidong Bing, Erik Cambria, Luo Si, Chunyan Miao:
ConNER: Consistency Training for Cross-lingual Named Entity Recognition. CoRR abs/2211.09394 (2022) - [i49]Yew Ken Chia, Lidong Bing, Sharifah Aljunied Mahani, Luo Si, Soujanya Poria:
A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach. CoRR abs/2211.10018 (2022) - [i48]Pei Zhang, Baosong Yang, Haoran Wei, Dayiheng Liu, Kai Fan, Luo Si, Jun Xie:
Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? CoRR abs/2211.13865 (2022) - [i47]Weiwen Xu, Xin Li, Wenxuan Zhang, Meng Zhou, Lidong Bing, Wai Lam, Luo Si:
From Clozing to Comprehending: Retrofitting Pre-trained Language Model to Pre-trained Machine Reader. CoRR abs/2212.04755 (2022) - 2021
- [j31]Yongzhen Wang, Xiaozhong Liu, Yingnan Ju, Katy Börner, Jun Lin, Changlong Sun, Luo Si:
Chinese E-Romance: Analyzing and Visualizing 7.92 Million Alibaba Valentine's Day Purchases. Data Inf. Manag. 5(4): 363-371 (2021) - [c168]Binyuan Hui, Ruiying Geng, Qiyu Ren, Binhua Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu:
Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing. AAAI 2021: 13116-13124 - [c167]Binling Nie, Ruixue Ding, Pengjun Xie, Fei Huang, Chen Qian, Luo Si:
Knowledge-aware Named Entity Recognition with Alleviating Heterogeneity. AAAI 2021: 13595-13603 - [c166]Yajing Sun, Yong Shan, Chengguang Tang, Yue Hu, Yinpei Dai, Jing Yu, Jian Sun, Fei Huang, Luo Si:
Unsupervised Learning of Deterministic Dialogue Structure with Edge-Enhanced Graph Auto-Encoder. AAAI 2021: 13869-13877 - [c165]Yinpei Dai, Hangyu Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Xiaodan Zhu:
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking. ACL/IJCNLP (2) 2021: 879-885 - [c164]Ruidan He, Linlin Liu, Hai Ye, Qingyu Tan, Bosheng Ding, Liying Cheng, Jia-Wei Low, Lidong Bing, Luo Si:
On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation. ACL/IJCNLP (1) 2021: 2208-2222 - [c163]Fuli Luo, Wei Wang, Jiahao Liu, Yijia Liu, Bin Bi, Songfang Huang, Fei Huang, Luo Si:
VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation. ACL/IJCNLP (1) 2021: 3980-3994 - [c162]Linlin Liu, Bosheng Ding, Lidong Bing, Shafiq R. Joty, Luo Si, Chunyan Miao:
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER. ACL/IJCNLP (1) 2021: 5834-5846 - [c161]Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si:
StructuralLM: Structural Pre-training for Form Understanding. ACL/IJCNLP (1) 2021: 6309-6318 - [c160]Liying Cheng, Tianyu Wu, Lidong Bing, Luo Si:
Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross Encoding. ACL/IJCNLP (1) 2021: 6341-6353 - [c159]Che Liu, Rui Wang, Jinghua Liu, Jian Sun, Fei Huang, Luo Si:
DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings. EMNLP (1) 2021: 2396-2406 - [c158]Ningyu Zhang, Xiang Chen, Xin Xie, Shumin Deng, Chuanqi Tan, Mosha Chen, Fei Huang, Luo Si, Huajun Chen:
Document-level Relation Extraction as Semantic Segmentation. IJCAI 2021: 3999-4006 - [c157]Qingrong Xia, Bo Zhang, Rui Wang, Zhenghua Li, Yue Zhang, Fei Huang, Luo Si, Min Zhang:
A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents. NAACL-HLT 2021: 1795-1804 - [c156]Jian Yuan, Liying Cheng, Ruidan He, Yinzi Li, Lidong Bing, Zhongyu Wei, Qin Liu, Chenhui Shen, Shuonan Zhang, Changlong Sun, Luo Si, Changjian Jiang, Xuanjing Huang:
Overview of Argumentative Text Understanding for AI Debater Challenge. NLPCC (2) 2021: 548-568 - [c155]Guanglin Niu, Yang Li, Chengguang Tang, Ruiying Geng, Jian Dai, Qiao Liu, Hao Wang, Jian Sun, Fei Huang, Luo Si:
Relational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion. SIGIR 2021: 213-222 - [c154]Yingchi Liu, Quanzhi Li, Changlong Sun, Luo Si:
Similar Trademark Detection via Semantic, Phonetic and Visual Similarity Information. SIGIR 2021: 2025-2030 - [i46]Binyuan Hui, Ruiying Geng, Qiyu Ren, Binhua Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu:
Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing. CoRR abs/2101.01686 (2021) - [i45]Linlin Liu, Thien Hai Nguyen, Shafiq R. Joty, Lidong Bing, Luo Si:
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings. CoRR abs/2103.06459 (2021) - [i44]Xiang Chen, Ningyu Zhang, Xin Xie, Shumin Deng, Yunzhi Yao, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen:
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction. CoRR abs/2104.07650 (2021) - [i43]Guanglin Niu, Yang Li, Chengguang Tang, Ruiying Geng, Jian Dai, Qiao Liu, Hao Wang, Jian Sun, Fei Huang, Luo Si:
Relational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion. CoRR abs/2104.13095 (2021) - [i42]Yongzhen Wang, Xiaozhong Liu, Katy Börner, Jun Lin, Yingnan Ju, Changlong Sun, Luo Si:
Leveraging Online Shopping Behaviors as a Proxy for Personal Lifestyle Choices: New Insights into Chronic Disease Prevention Literacy. CoRR abs/2104.14281 (2021) - [i41]Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si:
StructuralLM: Structural Pre-training for Form Understanding. CoRR abs/2105.11210 (2021) - [i40]Yinpei Dai, Hangyu Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Xiaodan Zhu:
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking. CoRR abs/2106.00291 (2021) - [i39]Ruidan He, Linlin Liu, Hai Ye, Qingyu Tan, Bosheng Ding, Liying Cheng, Jia-Wei Low, Lidong Bing, Luo Si:
On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation. CoRR abs/2106.03164 (2021) - [i38]Ningyu Zhang, Xiang Chen, Xin Xie, Shumin Deng, Chuanqi Tan, Mosha Chen, Fei Huang, Luo Si, Huajun Chen:
Document-level Relation Extraction as Semantic Segmentation. CoRR abs/2106.03618 (2021) - [i37]Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Lei Li, Xiang Chen, Shumin Deng, Luoqiu Li, Hongbin Ye, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Mosha Chen, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Huajun Chen, Buzhou Tang, Qingcai Chen:
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. CoRR abs/2106.08087 (2021) - [i36]Ran Zhou, Ruidan He, Xin Li, Lidong Bing, Erik Cambria, Luo Si, Chunyan Miao:
MELM: Data Augmentation with Masked Entity Language Modeling for Cross-lingual NER. CoRR abs/2108.13655 (2021) - [i35]Xiang Chen, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen, Ningyu Zhang:
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting. CoRR abs/2109.00720 (2021) - [i34]Che Liu, Rui Wang, Jinghua Liu, Jian Sun, Fei Huang, Luo Si:
DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings. CoRR abs/2109.12599 (2021) - [i33]Chenhui Shen, Liying Cheng, Ran Zhou, Lidong Bing, Yang You, Luo Si:
MReD: A Meta-Review Dataset for Controllable Text Generation. CoRR abs/2110.07474 (2021) - [i32]Bosheng Ding, Junjie Hu, Lidong Bing, Sharifah Aljunied Mahani, Shafiq R. Joty, Luo Si, Chunyan Miao:
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems. CoRR abs/2110.07679 (2021) - [i31]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:
Achieving Human Parity on Visual Question Answering. CoRR abs/2111.08896 (2021) - [i30]Linlin Liu, Xin Li, Ruidan He, Lidong Bing, Shafiq R. Joty, Luo Si:
Knowledge Based Multilingual Language Model. CoRR abs/2111.10962 (2021) - [i29]Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li:
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection. CoRR abs/2111.14592 (2021) - 2020
- [c153]Haiyun Peng, Lu Xu, Lidong Bing, Fei Huang, Wei Lu, Luo Si:
Knowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment Analysis. AAAI 2020: 8600-8607 - [c152]Jiancheng Wang, Jingjing Wang, Changlong Sun, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang, Guodong Zhou:
Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning. AAAI 2020: 9177-9184 - [c151]Qian Yu, Lidong Bing, Qiong Zhang, Wai Lam, Luo Si:
Review-based Question Generation with Adaptive Instance Transfer and Augmentation. ACL 2020: 280-290 - [c150]Xiao Chen, Changlong Sun, Jingjing Wang, Shoushan Li, Luo Si, Min Zhang, Guodong Zhou:
Aspect Sentiment Classification with Document-level Sentiment Preference Modeling. ACL 2020: 3667-3677 - [c149]