Shi Feng

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 151

Top Venues

Publications

Nishant Balepur, Matthew Shu, Alexander Miserlis Hoyle, Alison Robey, Shi Feng, Seraphina Goldfarb-Tarrant, Jordan L. Boyd-Graber
A SMART Mnemonic Sounds like "Glue Tonic": Mixing LLMs with Student Feedback to Make Mnemonic Learning Stick. CoRR (2024)
Huaiwen Zhang, Yu Chen, Ming Wang, Shi Feng
FEEL: A Framework for Evaluating Emotional Support Capability with Large Language Models. CoRR (2024)
Daking Rai, Yilun Zhou, Shi Feng, Abulhair Saparov, Ziyu Yao
A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models. CoRR (2024)
Arjun Panickssery, Samuel R. Bowman, Shi Feng
LLM Evaluators Recognize and Favor Their Own Generations. CoRR (2024)
Huaiwen Zhang, Yu Chen, Ming Wang, Shi Feng
FEEL: A Framework for Evaluating Emotional Support Capability with Large Language Models. ICIC (13) (2024)
Yiqun Zhang, Fanheng Kong, Peidong Wang, Shuang Sun, Lingshuai Wang, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song
StickerConv: Generating Multimodal Empathetic Responses from Scratch. CoRR (2024)
Wencheng Bao, Shi Feng, Kaiwen Zhang
Application of Kalman Filter in Stochastic Differential Equations. CoRR (2024)
Jane Pan, He He, Samuel R. Bowman, Shi Feng
Spontaneous Reward Hacking in Iterative Self-Refinement. CoRR (2024)
Yongkang Liu, Yiqun Zhang, Qian Li, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze
HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy. CoRR (2024)
Siwei Wang, Yifei Shen, Shi Feng, Haoran Sun, Shang-Hua Teng, Wei Chen
ALPINE: Unveiling the Planning Capability of Autoregressive Learning in Language Models. CoRR (2024)
Shi Feng, Nuoya Xiong, Zhijie Zhang, Wei Chen
A Correction of Pseudo Log-Likelihood Method. CoRR (2024)
Matthew Shu, Nishant Balepur, Shi Feng, Jordan L. Boyd-Graber
KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students. CoRR (2024)
Chenglei Si, Navita Goyal, Tongshuang Wu, Chen Zhao, Shi Feng, Hal Daumé III, Jordan L. Boyd-Graber
Large Language Models Help Humans Verify Truthfulness - Except When They Are Convincingly Wrong. NAACL-HLT (2024)
Shi Feng, Jiawei Zhang, Jun Dai, Yashe Liu, Xiaorun Wang, Yuefeng Ji
Demonstration of Hitless OCS Provision for Multi-modal Traffic in a Centralized Scheduling Hybrid Optical/Electrical Datacenter Network. OFC (2024)
Chacha Chen, Shi Feng, Amit Sharma, Chenhao Tan
Machine Explanations and Human Understanding. Trans. Mach. Learn. Res. 2023 (2023)
Renxi Wang, Shi Feng
Global-Local Modeling with Prompt-Based Knowledge Enhancement for Emotion Inference in Conversation. EACL (Findings) (2023)
Chenglei Si, Dan Friedman, Nitish Joshi, Shi Feng, Danqi Chen, He He
Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations. ACL (1) (2023)
Chacha Chen, Shi Feng, Amit Sharma, Chenhao Tan
Machine Explanations and Human Understanding. FAccT (2023)
Chenglei Si, Dan Friedman, Nitish Joshi, Shi Feng, Danqi Chen, He He
Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations. CoRR (2023)
Xiaocui Yang, Shi Feng, Daling Wang, Sun Qi, Wenfang Wu, Yifei Zhang, Pengfei Hong, Soujanya Poria
Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt. CoRR (2023)
Shi Feng, John P. T. Mo
Prognostic fault prevention by segmented digital transformation of manufacturing process signals. Adv. Eng. Informatics 57 (2023)
Jing Li, Donghong Han, Shi Feng, Yifei Zhang
Optimizing Empathetic Response by Generating and Integrating Emotion Feedback and Topic Discussion. DASFAA (3) (2023)
Tianbao Zhang, Huiying Cao, Shi Feng, Yuan Cui, Daling Wang
TS-DDD: A Two-Stage Training Strategy for Dialogue-based Disease Diagnosis. BIBM (2023)
Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze
Evaluate What You Can't Evaluate: Unassessable Generated Responses Quality. CoRR (2023)
Chenglei Si, Navita Goyal, Sherry Tongshuang Wu, Chen Zhao, Shi Feng, Hal Daumé III, Jordan L. Boyd-Graber
Large Language Models Help Humans Verify Truthfulness - Except When They Are Convincingly Wrong. CoRR (2023)
Shi Feng, Nuoya Xiong, Wei Chen
Combinatorial Causal Bandits without Graph Skeleton. CoRR (2023)
Jihong Ouyang, Shi Feng, Bing Wang, Zhiyao Yang
Pseudo dense counterfactual augmentation for aspect-based sentiment analysis. Neurocomputing 561 (2023)
Wencheng Bao, Shi Feng
Machine learning assist nyc subway navigation safer and faster. CoRR (2023)
Han Liu, Yizhou Tian, Chacha Chen, Shi Feng, Yuxin Chen, Chenhao Tan
Learning Human-Compatible Representations for Case-Based Decision Support. ICLR (2023)
Mingxiu Cai, Daling Wang, Shi Feng, Yifei Zhang
Generating Better Responses from User Feedback via Reinforcement Learning and Commonsense Inference. NLPCC (3) (2023)
Yimeng Wang, Shi Feng, Bing Wang, Jihong Ouyang
Deep transition network with gating mechanism for multivariate time series forecasting. Appl. Intell. 53 (20) (2023)
Kevin Zhang, Shi Feng, Yuri D. Lensky, Nandini Trivedi, Eun-Ah Kim
Machine learning feature discovery of spinon Fermi surface. CoRR (2023)
Qian Li, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu
Variational autoencoder densified graph attention for fusing synonymous entities: Model and protocol. Knowl. Based Syst. 259 (2023)
Han Liu, Yizhou Tian, Chacha Chen, Shi Feng, Yuxin Chen, Chenhao Tan
Learning Human-Compatible Representations for Case-Based Decision Support. CoRR (2023)
Xiaocui Yang, Shi Feng, Daling Wang, Pengfei Hong, Soujanya Poria
Few-shot Multimodal Sentiment Analysis based on Multimodal Probabilistic Fusion Prompts. CoRR (2022)
Shi Feng, Fang-Yi Yu, Yiling Chen
Peer Prediction for Learning Agents. NeurIPS (2022)
Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang
MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation. CoRR (2022)
Shi Feng, Wei Chen
Combinatorial Causal Bandits. CoRR (2022)
Qian Li, Shafiq R. Joty, Daling Wang, Shi Feng, Yifei Zhang
Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning. CoRR (2022)
Yongkang Liu, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang
DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection. CoRR (2022)
Huan Bai, Daling Wang, Shi Feng, Yifei Zhang
EK-BERT: An Enhanced K-BERT Model for Chinese Sentiment Analysis. CCKS (2022)
Lisha Wu, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu
KEP-Rec: A Knowledge Enhanced User-Item Relation Prediction Model for Personalized Recommendation. APWeb/WAIM (2) (2022)
Dongshi Ju, Shi Feng, Pengcheng Lv, Daling Wang, Yifei Zhang
Learning to Improve Persona Consistency in Multi-party Dialogue Generation via Text Knowledge Enhancement. COLING (2022)
Shi Feng, Fang-Yi Yu, Yiling Chen
Peer Prediction for Learning Agents. CoRR (2022)
Qian Li, Shafiq R. Joty, Daling Wang, Shi Feng, Yifei Zhang
Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning. EMNLP (Findings) (2022)
Qian Li, Daling Wang, Shi Feng, Cheng Niu, Yifei Zhang
Global Graph Attention Embedding Network for Relation Prediction in Knowledge Graphs. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Weichao Wang, Shi Feng, Kaisong Song, Daling Wang, Shifeng Li
Informative and diverse emotional conversation generation with variational recurrent pointer-generator. Frontiers Comput. Sci. 16 (5) (2022)
Minghao Xu, Daling Wang, Shi Feng, Zhenfei Yang, Yifei Zhang
KC-ISA: An Implicit Sentiment Analysis Model Combining Knowledge Enhancement and Context Features. COLING (2022)
Yongkang Liu, Shi Feng, Daling Wang, Hinrich Schütze, Yifei Zhang
PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism. CoRR (2022)
Alejandra J. Magana, Jisoo Hwang, Shi Feng, N. Sanjay Rebello, Tianlong Zu, Dominic Kao
Emotional and cognitive effects of learning with computer simulations and computer videogames. J. Comput. Assist. Learn. 38 (3) (2022)
Yiming Zhang, Shi Feng, Chenhao Tan
Active Example Selection for In-Context Learning. CoRR (2022)
Zhihao Shen, Nanaka Urano, Chih-Pu Chen, Shi Feng, Scean Mitchell, Masao Katagiri, Yegang Du, Franco Pariasca Trevejo, Tito Pradhono Tomo, Alexander Schmitz, Ryan Browne, Toshimi Ogawa, Yasuyuki Taki, Gabriele Trovato
Participatory Design and Early Deployment of DarumaTO-3 Social Robot. ICSR (2) (2022)
Yiming Zhang, Shi Feng, Chenhao Tan
Active Example Selection for In-Context Learning. EMNLP (2022)
Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang
MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation. COLING (2022)
Longcan Wu, Daling Wang, Shi Feng, Xiangmin Zhou, Yifei Zhang, Ge Yu
Graph Collaborative Filtering for Recommendation in Complex and Quaternion Spaces. WISE (2022)
Shi Feng, Bing Wang, Zhiyao Yang, Jihong Ouyang
Aspect-based sentiment analysis with attention-assisted graph and variational sentence representation. Knowl. Based Syst. 258 (2022)
Chacha Chen, Shi Feng, Amit Sharma, Chenhao Tan
Machine Explanations and Human Understanding. CoRR (2022)
Ying Zhu, Shi Feng, Daling Wang, Yifei Zhang, Donghong Han
Knowledge-Enhanced Interactive Matching Network for Multi-turn Response Selection in Medical Dialogue Systems. DASFAA (3) (2022)
Shi Feng, Jordan L. Boyd-Graber
Learning to Explain Selectively: A Case Study on Question Answering. EMNLP (2022)
Longcan Wu, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu
Collaborative Filtering for Recommendation in Geometric Algebra. DASFAA (2) (2022)
Yongkang Liu, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang
DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection. EMNLP (2022)
Tielin Shen, Daling Wang, Shi Feng, Yifei Zhang
NS-Hunter: BERT-Cloze Based Semantic Denoising for Distantly Supervised Relation Classification. CCL (2021)
Shi Feng, Wei Chen
Causal Inference for Influence Propagation - Identifiability of the Independent Cascade Model. CoRR (2021)
Haotian Miao, Yifei Zhang, Daling Wang, Shi Feng
Multimodal Aesthetic Analysis Assisted by Styles through a Multimodal co-Transformer Model. CSE (2021)
Weichao Wang, Wei Gao, Shi Feng, Ling Chen, Daling Wang
Adaptive Posterior Knowledge Selection for Improving Knowledge-Grounded Dialogue Generation. CIKM (2021)
Eric Wallace, Tony Z. Zhao, Shi Feng, Sameer Singh
Concealed Data Poisoning Attacks on NLP Models. NAACL-HLT (2021)
Wenhan Dong, Shi Feng, Daling Wang, Yifei Zhang
I Know You Better: User Profile Aware Personalized Dialogue Generation. ADMA (2021)
Shi Feng, Wei Chen
Causal Inference for Influence Propagation - Identifiability of the Independent Cascade Model. CSoNet (2021)
Haotian Miao, Yifei Zhang, Daling Wang, Shi Feng
Multimodal Emotion Recognition with Factorized Bilinear Pooling and Adversarial Learning. CSAE (2021)
Shi Feng, Kaisong Song, Daling Wang, Wei Gao, Yifei Zhang
InterSentiment: combining deep neural models on interaction and sentiment for review rating prediction. Int. J. Mach. Learn. Cybern. 12 (2) (2021)
Zihao Zhao, Eric Wallace, Shi Feng, Dan Klein, Sameer Singh
Calibrate Before Use: Improving Few-shot Performance of Language Models. ICML (2021)
Shi Feng, Qinmin Yang, Alice C. Hughes, Jiming Chen, Huijie Qiao
A novel method for multi-trajectory reconstruction based on LoMcT for avian migration in population level. Ecol. Informatics 63 (2021)
Shi Feng, Alejandra J. Magana
The Effect of ElectronixTutor on Undergraduate Students' Acquisition of Conceptual Learning, Problem Solving, and Model Building of Electronic Circuits. FIE (2021)
Xiangju Li, Wei Gao, Shi Feng, Daling Wang, Shafiq R. Joty
Span-Level Emotion Cause Analysis by BERT-based Graph Attention Network. CIKM (2021)
Shi Feng, Dazhi Yang
Teachers' Perspective on Implementing Computational Thinking in Elementary Classrooms. FIE (2021)
Shi Feng, Jia Wei, Daling Wang, Xiaocui Yang, Zhenfei Yang, Yifei Zhang, Ge Yu
SINN: A speaker influence aware neural network model for emotion detection in conversations. World Wide Web 24 (6) (2021)
Xiangju Li, Wei Gao, Shi Feng, Yifei Zhang, Daling Wang
Boundary Detection with BERT for Span-level Emotion Cause Analysis. ACL/IJCNLP (Findings) (2021)
Xiaocui Yang, Shi Feng, Yifei Zhang, Daling Wang
Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks. ACL/IJCNLP (1) (2021)
Zhuojin Liu, Zhongxin Jin, Chaodi Wei, Xiangju Li, Shi Feng
CoEmoCause: A Chinese Fine-Grained Emotional Cause Extraction Dataset. WISA (2021)
Xiangju Li, Wei Gao, Shi Feng, Daling Wang, Shafiq R. Joty
Span-level Emotion Cause Analysis with Neural Sequence Tagging. CIKM (2021)
Longcan Wu, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu
Which Node Pair and What Status? Asking Expert for Better Network Embedding. DASFAA (1) (2021)
Longcan Wu, Daling Wang, Kaisong Song, Shi Feng, Yifei Zhang, Ge Yu
Dual-view hypergraph neural networks for attributed graph learning. Knowl. Based Syst. 227 (2021)
Shi Feng, Alejandra J. Magana, Dominic Kao
A Systematic Review of Literature on the Effectiveness of Intelligent Tutoring Systems in STEM. FIE (2021)
Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang
Image-Text Multimodal Emotion Classification via Multi-View Attentional Network. IEEE Trans. Multim. 23 (2021)
Jinglian Liu, Daling Wang, Shi Feng, Yifei Zhang
An Approach of Community Search with Minimum Spanning Tree Based on Node Embedding. Complex. 2021 (2021)
Weichao Wang, Shi Feng, Ling Chen, Daling Wang, Yifei Zhang
Learning to improve persona consistency in conversation generation with information augmentation. Knowl. Based Syst. 228 (2021)
Tony Z. Zhao, Eric Wallace, Shi Feng, Dan Klein, Sameer Singh
Calibrate Before Use: Improving Few-Shot Performance of Language Models. CoRR (2021)
Yongkang Liu, Shi Feng, Daling Wang, Kaisong Song, Feiliang Ren, Yifei Zhang
A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training. AAAI (2021)
Xiangju Li, Shi Feng, Yifei Zhang, Daling Wang
Multi-level Emotion Cause Analysis by Multi-head Attention Based Multi-task Learning. CCL (2021)
Guangxuan Zhao, Ying Zhu, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu
Role-Aware Enhanced Matching Network for Multi-turn Response Selection in Customer Service Chatbots. ADMA (2020)
Jiaying Tang, Hongying Jin, Daling Wang, Shi Feng, Yifei Zhang
Academic Field and Future Influence Prediction for Scholar Profile Construction. CCKS (2020)
Weichao Wang, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang
A Cue Adaptive Decoder for Controllable Neural Response Generation. WWW (2020)
Eric Wallace, Tony Z. Zhao, Shi Feng, Sameer Singh
Customizing Triggers with Concealed Data Poisoning. CoRR (2020)
Yongkang Liu, Shi Feng, Daling Wang, Kaisong Song, Feiliang Ren, Yifei Zhang
A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training. CoRR (2020)
Shifeng Li, Shi Feng, Daling Wang, Kaisong Song, Yifei Zhang, Weichao Wang
EmoElicitor: An Open Domain Response Generation Model with User Emotional Reaction Awareness. IJCAI (2020)
Pengcheng Lv, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu
PersonaGAN: Personalized Response Generation via Generative Adversarial Networks. DASFAA (1) (2020)
Shi Feng, Eric Wallace, Jordan L. Boyd-Graber
Misleading Failures of Partial-input Baselines. ACL (1) (2019)
Qiao Liao, Xiangmin Zhou, Daling Wang, Shi Feng, Yifei Zhang
Role-Based Clustering for Collaborative Recommendations in Crowdsourcing System. ER (2019)
Weichao Wang, Shi Feng, Daling Wang, Yifei Zhang
Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation. EMNLP/IJCNLP (1) (2019)
Longcan Wu, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu
MDAL: Multi-task Dual Attention LSTM Model for Semi-supervised Network Embedding. DASFAA (1) (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shi Feng