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Yang Deng 0002
Person information
- affiliation: National University of Singapore, School of Computing, Singapore
- affiliation: Chinese University of Hong Kong, Hong Kong
Other persons with the same name
- Yang Deng — disambiguation page
- Yang Deng 0001 — Tsinghua University, Beijing, China (and 1 more)
- Yang Deng 0003 — Aalto University, Espoo, Finland
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2020 – today
- 2024
- [j8]Chenhe Dong, Ying Shen, Shiyang Lin, Zhenzhou Lin, Yang Deng:
A Unified Framework for Contextual and Factoid Question Generation. IEEE Trans. Knowl. Data Eng. 36(1): 21-34 (2024) - [c46]Huy Dao, Yang Deng, Dung D. Le, Lizi Liao:
Broadening the View: Demonstration-augmented Prompt Learning for Conversational Recommendation. SIGIR 2024: 785-795 - [c45]An Zhang, Yang Deng, Yankai Lin, Xu Chen, Ji-Rong Wen, Tat-Seng Chua:
Large Language Model Powered Agents for Information Retrieval. SIGIR 2024: 2989-2992 - [c44]Yang Deng, An Zhang, Yankai Lin, Xu Chen, Ji-Rong Wen, Tat-Seng Chua:
Large Language Model Powered Agents in the Web. WWW (Companion Volume) 2024: 1242-1245 - [i46]Hongru Wang, Wenyu Huang, Yang Deng, Rui Wang, Zezhong Wang, Yufei Wang, Fei Mi, Jeff Z. Pan, Kam-Fai Wong:
UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems. CoRR abs/2401.13256 (2024) - [i45]Yang Deng, Xuan Zhang, Wenxuan Zhang, Yifei Yuan, See-Kiong Ng, Tat-Seng Chua:
On the Multi-turn Instruction Following for Conversational Web Agents. CoRR abs/2402.15057 (2024) - [i44]Chen Huang, Peixin Qin, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua:
Concept - An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors. CoRR abs/2404.03304 (2024) - [i43]Yang Deng, Lizi Liao, Zhonghua Zheng, Grace Hui Yang, Tat-Seng Chua:
Towards Human-centered Proactive Conversational Agents. CoRR abs/2404.12670 (2024) - [i42]Chen Huang, Xinwei Yang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua:
Co-Matching: Towards Human-Machine Collaborative Legal Case Matching. CoRR abs/2405.10248 (2024) - [i41]Tong Zhang, Peixin Qin, Yang Deng, Chen Huang, Wenqiang Lei, Junhong Liu, Dingnan Jin, Hongru Liang, Tat-Seng Chua:
CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models. CoRR abs/2405.12063 (2024) - [i40]Chen Huang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Ido Dagan:
Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model. CoRR abs/2405.12081 (2024) - [i39]Hao Li, Chenghao Yang, An Zhang, Yang Deng, Xiang Wang, Tat-Seng Chua:
Hello Again! LLM-powered Personalized Agent for Long-term Dialogue. CoRR abs/2406.05925 (2024) - [i38]Xuan Zhang, Yang Deng, Zifeng Ren, See-Kiong Ng, Tat-Seng Chua:
Ask-before-Plan: Proactive Language Agents for Real-World Planning. CoRR abs/2406.12639 (2024) - 2023
- [j7]Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, Wai Lam:
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges. IEEE Trans. Knowl. Data Eng. 35(11): 11019-11038 (2023) - [j6]Yang Deng, Yaliang Li, Bolin Ding, Wai Lam:
Leveraging Long Short-Term User Preference in Conversational Recommendation via Multi-agent Reinforcement Learning. IEEE Trans. Knowl. Data Eng. 35(11): 11541-11555 (2023) - [j5]Yang Deng, Wenxuan Zhang, Weiwen Xu, Wenqiang Lei, Tat-Seng Chua, Wai Lam:
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems. ACM Trans. Inf. Syst. 41(3): 77:1-77:25 (2023) - [c43]Yang Deng, Wenxuan Zhang, Yifei Yuan, Wai Lam:
Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations. ACL (1) 2023: 4079-4095 - [c42]Liang Chen, Hongru Wang, Yang Deng, Wai-Chung Kwan, Zezhong Wang, Kam-Fai Wong:
Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization. ACL (Findings) 2023: 7337-7345 - [c41]Weiwen Xu, Xin Li, Yang Deng, Wai Lam, Lidong Bing:
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks. ACL (1) 2023: 8681-8699 - [c40]Yang Deng, Wenxuan Zhang, Qian Yu, Wai Lam:
Product Question Answering in E-Commerce: A Survey. ACL (1) 2023: 11951-11964 - [c39]Yang Deng, Wenqiang Lei, Minlie Huang, Tat-Seng Chua:
Goal Awareness for Conversational AI: Proactivity, Non-collaborativity, and Beyond. ACL (tutorial) 2023: 1-10 - [c38]Boyi Deng, Wenjie Wang, Fuli Feng, Yang Deng, Qifan Wang, Xiangnan He:
Attack Prompt Generation for Red Teaming and Defending Large Language Models. EMNLP (Findings) 2023: 2176-2189 - [c37]Liang Chen, Yang Deng, Yatao Bian, Zeyu Qin, Bingzhe Wu, Tat-Seng Chua, Kam-Fai Wong:
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators. EMNLP 2023: 6325-6341 - [c36]Shuaiyi Li, Yang Deng, Wai Lam:
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text. EMNLP (Findings) 2023: 6459-6471 - [c35]Haohao Luo, Ying Shen, Yang Deng:
Unifying Text, Tables, and Images for Multimodal Question Answering. EMNLP (Findings) 2023: 9355-9367 - [c34]Hongru Wang, Minda Hu, Yang Deng, Rui Wang, Fei Mi, Weichao Wang, Yasheng Wang, Wai-Chung Kwan, Irwin King, Kam-Fai Wong:
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues. EMNLP (Findings) 2023: 9556-9569 - [c33]Yang Deng, Lizi Liao, Liang Chen, Hongru Wang, Wenqiang Lei, Tat-Seng Chua:
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration. EMNLP (Findings) 2023: 10602-10621 - [c32]Hongru Wang, Rui Wang, Fei Mi, Yang Deng, Zezhong Wang, Bin Liang, Ruifeng Xu, Kam-Fai Wong:
Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs. EMNLP (Findings) 2023: 12047-12064 - [c31]Yang Deng, Wenqiang Lei, Wai Lam, Tat-Seng Chua:
A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects. IJCAI 2023: 6583-6591 - [c30]Yang Deng, Shuaiyi Li, Wai Lam:
Learning to Ask Clarification Questions with Spatial Reasoning. SIGIR 2023: 2113-2117 - [c29]Yifei Yuan, Wenxuan Zhang, Yang Deng, Wai Lam:
Multimodal Fashion Knowledge Extraction as Captioning. SIGIR-AP 2023: 52-62 - [c28]Yang Deng, Wenqiang Lei, Minlie Huang, Tat-Seng Chua:
Rethinking Conversational Agents in the Era of LLMs: Proactivity, Non-collaborativity, and Beyond. SIGIR-AP 2023: 298-301 - [i37]Yang Deng, Wenxuan Zhang, Qian Yu, Wai Lam:
Product Question Answering in E-Commerce: A Survey. CoRR abs/2302.08092 (2023) - [i36]Yang Deng, Wenqiang Lei, Wai Lam, Tat-Seng Chua:
A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects. CoRR abs/2305.02750 (2023) - [i35]Yang Deng, Wenxuan Zhang, Yifei Yuan, Wai Lam:
Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations. CoRR abs/2305.10172 (2023) - [i34]Yang Deng, Wenqiang Lei, Lizi Liao, Tat-Seng Chua:
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration. CoRR abs/2305.13626 (2023) - [i33]Xiaoyan Zhao, Yang Deng, Min Yang, Lingzhi Wang, Rui Zhang, Hong Cheng, Wai Lam, Ying Shen, Ruifeng Xu:
A Comprehensive Survey on Deep Learning for Relation Extraction: Recent Advances and New Frontiers. CoRR abs/2306.02051 (2023) - [i32]Zhonghua Zheng, Lizi Liao, Yang Deng, Liqiang Nie:
Building Emotional Support Chatbots in the Era of LLMs. CoRR abs/2308.11584 (2023) - [i31]Zhiyuan Hu, Yue Feng, Yang Deng, Zekun Li, See-Kiong Ng, Anh Tuan Luu, Bryan Hooi:
Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals. CoRR abs/2309.08949 (2023) - [i30]Yifei Yuan, Wenxuan Zhang, Yang Deng, Wai Lam:
Social Media Fashion Knowledge Extraction as Captioning. CoRR abs/2309.16270 (2023) - [i29]An Zhang, Leheng Sheng, Yuxin Chen, Hao Li, Yang Deng, Xiang Wang, Tat-Seng Chua:
On Generative Agents in Recommendation. CoRR abs/2310.10108 (2023) - [i28]Boyi Deng, Wenjie Wang, Fuli Feng, Yang Deng, Qifan Wang, Xiangnan He:
Attack Prompt Generation for Red Teaming and Defending Large Language Models. CoRR abs/2310.12505 (2023) - [i27]Shuaiyi Li, Yang Deng, Wai Lam:
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text. CoRR abs/2310.12557 (2023) - [i26]Yang Deng, Wenxuan Zhang, Wai Lam, See-Kiong Ng, Tat-Seng Chua:
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents. CoRR abs/2311.00262 (2023) - [i25]Liang Chen, Yatao Bian, Yang Deng, Shuaiyi Li, Bingzhe Wu, Peilin Zhao, Kam-Fai Wong:
X-Mark: Towards Lossless Watermarking Through Lexical Redundancy. CoRR abs/2311.09832 (2023) - [i24]Yang Deng, Zifeng Ren, An Zhang, Wenqiang Lei, Tat-Seng Chua:
Towards Goal-oriented Intelligent Tutoring Systems in Online Education. CoRR abs/2312.10053 (2023) - 2022
- [j4]Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Wai Lam, Ying Shen:
Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge. ACM Trans. Inf. Syst. 40(1): 2:1-2:33 (2022) - [j3]Yang Deng, Yaliang Li, Wenxuan Zhang, Bolin Ding, Wai Lam:
Toward Personalized Answer Generation in E-Commerce via Multi-perspective Preference Modeling. ACM Trans. Inf. Syst. 40(4): 87:1-87:28 (2022) - [c27]Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam:
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction. EMNLP 2022: 2581-2594 - [c26]Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua:
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance. EMNLP 2022: 6970-6984 - [c25]Yang Deng, Wenxuan Zhang, Wai Lam, Hong Cheng, Helen Meng:
User Satisfaction Estimation with Sequential Dialogue Act Modeling in Goal-oriented Conversational Systems. WWW 2022: 2998-3008 - [i23]Yang Deng, Wenxuan Zhang, Wai Lam, Hong Cheng, Helen Meng:
User Satisfaction Estimation with Sequential Dialogue Act Modeling in Goal-oriented Conversational Systems. CoRR abs/2202.02912 (2022) - [i22]Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, Wai Lam:
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges. CoRR abs/2203.01054 (2022) - [i21]Yang Deng, Wenxuan Zhang, Weiwen Xu, Wenqiang Lei, Tat-Seng Chua, Wai Lam:
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems. CoRR abs/2204.06923 (2022) - [i20]Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam:
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction. CoRR abs/2210.08697 (2022) - [i19]Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua:
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance. CoRR abs/2210.08817 (2022) - [i18]Weiwen Xu, Xin Li, Yang Deng, Lidong Bing, Wai Lam:
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks. CoRR abs/2210.08855 (2022) - 2021
- [j2]Weijing Wu, Yang Deng, Yuzhi Liang, Kai Lei:
Answer Category-Aware Answer Selection for Question Answering. IEEE Access 9: 126357-126365 (2021) - [c24]Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, Wai Lam:
Towards Generative Aspect-Based Sentiment Analysis. ACL/IJCNLP (2) 2021: 504-510 - [c23]Yang Deng, Wenxuan Zhang, Wai Lam:
Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation. W-NUT 2021: 175-181 - [c22]Yuexiang Xie, Fei Sun, Yang Deng, Yaliang Li, Bolin Ding:
Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation. EMNLP (Findings) 2021: 100-110 - [c21]Weiwen Xu, Yang Deng, Huihui Zhang, Deng Cai, Wai Lam:
Exploiting Reasoning Chains for Multi-hop Science Question Answering. EMNLP (Findings) 2021: 1143-1156 - [c20]Wenxuan Zhang, Yang Deng, Xin Li, Lidong Bing, Wai Lam:
Aspect-based Sentiment Analysis in Question Answering Forums. EMNLP (Findings) 2021: 4582-4591 - [c19]Wenxuan Zhang, Yang Deng, Xin Li, Yifei Yuan, Lidong Bing, Wai Lam:
Aspect Sentiment Quad Prediction as Paraphrase Generation. EMNLP (1) 2021: 9209-9219 - [c18]Yang Deng, Yaliang Li, Fei Sun, Bolin Ding, Wai Lam:
Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning. SIGIR 2021: 1431-1441 - [i17]Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Wai Lam, Ying Shen:
Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge. CoRR abs/2104.05216 (2021) - [i16]Yang Deng, Yaliang Li, Fei Sun, Bolin Ding, Wai Lam:
Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning. CoRR abs/2105.09710 (2021) - [i15]Yang Deng, Wenxuan Zhang, Wai Lam:
Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation. CoRR abs/2106.11096 (2021) - [i14]Yuexiang Xie, Fei Sun, Yang Deng, Yaliang Li, Bolin Ding:
Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation. CoRR abs/2108.13134 (2021) - [i13]Weiwen Xu, Yang Deng, Huihui Zhang, Deng Cai, Wai Lam:
Exploiting Reasoning Chains for Multi-hop Science Question Answering. CoRR abs/2109.02905 (2021) - [i12]Wenxuan Zhang, Yang Deng, Xin Li, Yifei Yuan, Lidong Bing, Wai Lam:
Aspect Sentiment Quad Prediction as Paraphrase Generation. CoRR abs/2110.00796 (2021) - [i11]Yang Deng, Yaliang Li, Wenxuan Zhang, Bolin Ding, Wai Lam:
Towards Personalized Answer Generation in E-Commerce via Multi-Perspective Preference Modeling. CoRR abs/2112.13556 (2021) - 2020
- [c17]Yang Deng, Wai Lam, Yuexiang Xie, Daoyuan Chen, Yaliang Li, Min Yang, Ying Shen:
Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering. AAAI 2020: 7651-7658 - [c16]Yang Deng, Dagang Li, Qiang Zhang, Ying Shen:
Medical Big Data Mining: Joint Symptom Name Recognition and Severity Estimation. BIBM 2020: 562-569 - [c15]Yang Deng, Wenxuan Zhang, Wai Lam:
Opinion-aware Answer Generation for Review-driven Question Answering in E-Commerce. CIKM 2020: 255-264 - [c14]Yang Deng, Wenxuan Zhang, Wai Lam:
Intra-/Inter-Interaction Network with Latent Interaction Modeling for Multi-turn Response Selection. COLING 2020: 4981-4992 - [c13]Wenxuan Zhang, Yang Deng, Jing Ma, Wai Lam:
AnswerFact: Fact Checking in Product Question Answering. EMNLP (1) 2020: 2407-2417 - [c12]Yang Deng, Wenxuan Zhang, Wai Lam:
Multi-hop Inference for Question-driven Summarization. EMNLP (1) 2020: 6734-6744 - [c11]Wenxuan Zhang, Yang Deng, Wai Lam:
Answer Ranking for Product-Related Questions via Multiple Semantic Relations Modeling. SIGIR 2020: 569-578 - [c10]Yang Deng, Wenxuan Zhang, Yaliang Li, Min Yang, Wai Lam, Ying Shen:
Bridging Hierarchical and Sequential Context Modeling for Question-driven Extractive Answer Summarization. SIGIR 2020: 1693-1696 - [c9]Wenxuan Zhang, Wai Lam, Yang Deng, Jing Ma:
Review-guided Helpful Answer Identification in E-commerce. WWW 2020: 2620-2626 - [i10]Wenxuan Zhang, Wai Lam, Yang Deng, Jing Ma:
Review-guided Helpful Answer Identification in E-commerce. CoRR abs/2003.06209 (2020) - [i9]Wenxuan Zhang, Yang Deng, Wai Lam:
Answer Ranking for Product-Related Questions via Multiple Semantic Relations Modeling. CoRR abs/2006.15599 (2020) - [i8]Yang Deng, Wenxuan Zhang, Wai Lam:
Opinion-aware Answer Generation for Review-driven Question Answering in E-Commerce. CoRR abs/2008.11972 (2020) - [i7]Yang Deng, Wenxuan Zhang, Wai Lam:
Multi-hop Inference for Question-driven Summarization. CoRR abs/2010.03738 (2020) - [i6]Yang Deng, Ziyao Xu, Li Zhou, Huanping Liu, Anqi Huang:
Research on AI Composition Recognition Based on Music Rules. CoRR abs/2010.07805 (2020)
2010 – 2019
- 2019
- [c8]Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen:
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering. AAAI 2019: 6318-6325 - [c7]Yang Deng, Yaliang Li, Ying Shen, Nan Du, Wei Fan, Min Yang, Kai Lei:
MedTruth: A Semi-supervised Approach to Discovering Knowledge Condition Information from Multi-Source Medical Data. CIKM 2019: 719-728 - [i5]Yang Deng, Wai Lam, Yuexiang Xie, Daoyuan Chen, Yaliang Li, Min Yang, Ying Shen:
Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering. CoRR abs/1911.09801 (2019) - 2018
- [j1]Ying Shen, Yaliang Li, Yang Deng, Jin Zhang, Min Yang, Jinsong Chen, Shangchun Si, Kai Lei:
Gastroenterology Ontology Construction Using Synonym Identification and Relation Extraction. IEEE Access 6: 52095-52104 (2018) - [c6]Yang Deng, Ying Shen, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei:
Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge. COLING 2018: 3295-3305 - [c5]Ying Shen, Yang Deng, Jin Zhang, Yaliang Li, Nan Du, Wei Fan, Min Yang, Kai Lei:
IDDAT: An Ontology-Driven Decision Support System for Infectious Disease Diagnosis and Therapy. ICDM Workshops 2018: 1417-1422 - [c4]Ying Shen, Yang Deng, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei:
Knowledge-aware Attentive Neural Network for Ranking Question Answer Pairs. SIGIR 2018: 901-904 - [i4]Yang Deng, Yaliang Li, Nan Du, Wei Fan, Ying Shen, Kai Lei:
When Truth Discovery Meets Medical Knowledge Graph: Estimating Trustworthiness Degree for Medical Knowledge Condition. CoRR abs/1809.10404 (2018) - [i3]Ying Shen, Yang Deng, Kaiqi Yuan, Li Liu, Yong Liu:
Approach for Semi-automatic Construction of Anti-infective Drug Ontology Based on Entity Linking. CoRR abs/1812.01887 (2018) - [i2]Kai Lei, Bing Zhang, Yong Liu, Yang Deng, Dongyu Zhang, Ying Shen:
A Knowledge Graph Based Solution for Entity Discovery and Linking in Open-Domain Questions. CoRR abs/1812.01889 (2018) - [i1]Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen:
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering. CoRR abs/1812.02354 (2018) - 2017
- [c3]Kai Lei, Yang Deng, Bing Zhang, Ying Shen:
Open Domain Question Answering with Character-Level Deep Learning Models. ISCID (2) 2017: 30-33 - [c2]Kai Lei, Bing Zhang, Yong Liu, Yang Deng, Dongyu Zhang, Ying Shen:
A Knowledge Graph Based Solution for Entity Discovery and Linking in Open-Domain Questions. SmartCom 2017: 181-190 - [c1]Ying Shen, Yang Deng, Kaiqi Yuan, Li Liu, Yong Liu:
Approach for Semi-automatic Construction of Anti-infective Drug Ontology Based on Entity Linking. SmartCom 2017: 268-277
Coauthor Index
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