Zhifang Sui

发表

Mixture of Experts for Biomedical Question Answering

Damai Dai, Wen-Jie Jiang, Jiyuan Zhang, 2022, ArXiv.

Generation by Structure-aware Seq 2 seq Learning

Zhifang Sui, Lei Sha, Tianyu Liu, 2017 .

XGPT: Cross-modal Generative Pre-Training for Image Captioning pdf

Nan Duan, Haoyang Huang, Dongdong Zhang, 2020, NLPCC.

ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs

Zhifang Sui, Baobao Chang, Runxin Xu, 2022, NAACL-HLT.

Study on the Annotation Framework of Chinese Logic Complement Semantics

Zhifang Sui, Lingling Mu, Yingjie Han, 2017, CLSW.

HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification

Houfeng Wang, Yunbo Cao, Zihan Wang, 2022, 2204.13413.

Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances

Damai Dai, Zhifang Sui, Baobao Chang, 2022, IJCAI.

CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark

Xiaodong He, Xiaodong He, Xuancheng Huang, 2021, ArXiv.

Lossless Speedup of Autoregressive Translation with Generalized Aggressive Decoding

Furu Wei, Tao Ge, Zhifang Sui, 2022, arXiv.org.

Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation

Yunbo Cao, Sujian Li, Zhifang Sui, 2022, EMNLP.

DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection

Yunbo Cao, Zhifang Sui, Tianyu Liu, 2022, EMNLP.

HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification

Houfeng Wang, Yunbo Cao, Zhifang Sui, 2022, EMNLP.

Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers

Li Dong, Furu Wei, Damai Dai, 2023, Annual Meeting of the Association for Computational Linguistics.

A Survey for In-context Learning

Damai Dai, Zhifang Sui, Baobao Chang, 2023, ArXiv.

A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction

Zhifang Sui, Baobao Chang, Runxin Xu, 2022, NAACL.

Calibrating Factual Knowledge in Pretrained Language Models

Lei Li, Damai Dai, Zhifang Sui, 2022, EMNLP.

Neural Knowledge Bank for Pretrained Transformers

Damai Dai, Wen-Jie Jiang, Yajuan Lyu, 2022, NLPCC.

Prediction of Maximal Projection for Semantic Role Labeling

Weiwei Sun, Zhifang Sui, Haifeng Wang, 2008, COLING.

Modeling Consumer Buying Decision for Recommendation Based on Multi-Task Deep Learning

Peng Jiang, Yi Zhang, Zhifang Sui, 2018, CIKM.

Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference pdf

Kevin Gimpel, Baobao Chang, Xiaoan Ding, 2020, EMNLP.

Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment pdf

Heng Ji, Ming Zhou, Zhifang Sui, 2016, ArXiv.

Learning to Control the Fine-grained Sentiment for Story Ending Generation

Zhifang Sui, Baobao Chang, Pengcheng Yang, 2019, ACL.

Reading and Thinking: Re-read LSTM Unit for Textual Entailment Recognition

Zhifang Sui, Baobao Chang, Lei Sha, 2016, COLING.

Table-to-text Generation by Structure-aware Seq2seq Learning pdf

Zhifang Sui, Baobao Chang, Tianyu Liu, 2017, AAAI.

A Soft-label Method for Noise-tolerant Distantly Supervised Relation Extraction

Zhifang Sui, Baobao Chang, Tianyu Liu, 2017, EMNLP.

Knowledge Neurons in Pretrained Transformers

Li Dong, Furu Wei, Damai Dai, 2021, ACL.

A Roadmap for Big Model

Ning Ding, Xiaodong He, L. Zhang, 2022, ArXiv.

Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View pdf

Zhifang Sui, Xin Zheng, Tianyu Liu, 2021, AAAI.

HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language Inference pdf

Xin Zheng, Baobao Chang, Tianyu Liu, 2020, LREC.

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark pdf

Zhifang Sui, Hongying Zan, Buzhou Tang, 2021, ACL.

StableMoE: Stable Routing Strategy for Mixture of Experts

Li Dong, Bo Zheng, Furu Wei, 2022, ACL.

Towards Time-Aware Knowledge Graph Completion

Zhifang Sui, Baobao Chang, Tianyu Liu, 2016, COLING.

A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer pdf

Jie Zhou, Peng Li, Pengcheng Yang, 2019, IJCAI.

Multi-View Learning for Vision-and-Language Navigation pdf

Yejin Choi, Xiujun Li, Yonatan Bisk, 2020, ArXiv.

Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers

Li Dong, Furu Wei, Damai Dai, 2023, ACL.

Order-Planning Neural Text Generation From Structured Data

Pascal Poupart, Zhifang Sui, Baobao Chang, 2017, AAAI.

ERSOM: A Structural Ontology Matching Approach Using Automatically Learned Entity Representation

Zhifang Sui, Baobao Chang, Tingsong Jiang, 2015, EMNLP.

A Survey for In-context Learning

Damai Dai, Zhifang Sui, Baobao Chang, 2022, ArXiv.

A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation

W. Dolan, Yi Mao, Weizhu Chen, 2021, ACL.

Jointly Extracting Event Triggers and Arguments by Dependency-Bridge RNN and Tensor-Based Argument Interaction

Zhifang Sui, Baobao Chang, Feng Qian, 2018, AAAI.

Encoding Temporal Information for Time-Aware Link Prediction

Zhifang Sui, Baobao Chang, Tianyu Liu, 2016, EMNLP.

An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling

Qingyu Zhou, Yunbo Cao, Zhifang Sui, 2021, NAACL.

Incorporating Connections Beyond Knowledge Embeddings: A Plug-and-Play Module to Enhance Commonsense Reasoning in Machine Reading Comprehension pdf

Zhifang Sui, Damai Dai, Baobao Chang, 2021, ArXiv.

Joint Learning Templates and Slots for Event Schema Induction

Zhifang Sui, Baobao Chang, Lei Sha, 2016, NAACL.

Why Can GPT Learn In-Context? Language Models Implicitly Perform Gradient Descent as Meta-Optimizers

Li Dong, Furu Wei, Shuming Ma, 2022, 2212.10559.

Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables

Zhifang Sui, Baobao Chang, Tianyu Liu, 2019, AAAI.

Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions pdf

Hua Zheng, Pengcheng Yang, Baobao Chang, 2020, REPL4NLP.

A Collocation-Based WSD Model: RFR-SUM

Shiwen Yu, Zhifang Sui, Genlin Ji, 2007, IEA/AIE.

RBPB: Regularization-Based Pattern Balancing Method for Event Extraction

Jing Liu, Zhifang Sui, Baobao Chang, 2016, ACL.

Incorporating Glosses into Neural Word Sense Disambiguation pdf

Zhifang Sui, Baobao Chang, Tianyu Liu, 2018, ACL.

A Study on Terminology Extraction Based on Classified Corpora

Zhifang Sui, Qin Lu, Luning Ji, 2006, LREC.

A Survey on In-context Learning

Damai Dai, Zhifang Sui, Baobao Chang, 2022, 2301.00234.

Large Language Models are not Fair Evaluators

Yunbo Cao, Zhifang Sui, D. Zhu, 2023, ArXiv.

ImageNetVC: Zero-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories

Zhifang Sui, Jingjing Xu, Lei Li, 2023, ArXiv.

An Anchor-Based Automatic Evaluation Metric for Document Summarization

Tianyu Liu, Kexiang Wang, Baobao Chang, 2020, COLING.

A Spectral Method for Unsupervised Multi-Document Summarization

Kexiang Wang, Baobao Chang, Zhifang Sui, 2020, EMNLP.

Implicit Discourse Relation Classification via Multi-Task Neural Networks pdf

Yang Liu, Zhifang Sui, Xiaodong Zhang, 2016, AAAI.

An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference

Xin Zheng, Baobao Chang, Xiaoan Ding, 2020, CONLL.

Behind the Scenes: An Exploration of Trigger Biases Problem in Few-Shot Event Classification

Zhifang Sui, Tianyu Liu, Damai Dai, 2021, CIKM.

An Integrated Approach for Concept Learning and Relation Extraction

Zhifang Sui, Qingliang Zhao, Zhifang Sui, 2009, ICCPOL.

Bi-Drop: Generalizable Fine-tuning for Pre-trained Language Models via Adaptive Subnetwork Optimization

Yunbo Cao, Damai Dai, Zhifang Sui, 2023, ArXiv.

Statistical Knowledge Assessment for Generative Language Models

Lingpeng Kong, Lingpeng Kong, Lei Li, 2023, ArXiv.

A Multi-View Fusion Neural Network for Answer Selection

Zhifang Sui, Baobao Chang, Xiaodong Zhang, 2018, AAAI.

RepCL: Exploring Effective Representation for Continual Text Classification

Sujian Li, Zhifang Sui, D. Zhu, 2023, ArXiv.

Less is More: Rethinking State-of-the-art Continual Relation Extraction Models with a Frustratingly Easy but Effective Approach

Yunbo Cao, Zhifang Sui, Peiyi Wang, 2022, ArXiv.

Enhancing Continual Relation Extraction via Classifier Decomposition

Yunbo Cao, Zhifang Sui, Peiyi Wang, 2023, ACL.

Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention

Zhifang Sui, Baobao Chang, Tianyu Liu, 2018, EMNLP.

Decompose, Fuse and Generate: A Formation-Informed Method for Chinese Definition Generation

Zhifang Sui, Tianyu Liu, Yang Liu, 2021, NAACL.

Towards Comprehensive Description Generation from Factual Attribute-value Tables

Zhifang Sui, Wei Wu, Baobao Chang, 2019, ACL.

Towards Fine-grained Text Sentiment Transfer

Zhifang Sui, Baobao Chang, Peng Li, 2019, ACL.

Large-Scale Simple Question Generation by Template-Based Seq2seq Learning

Zhifang Sui, Baobao Chang, Tianyu Liu, 2017, NLPCC.

News Stream Summarization using Burst Information Networks

Ming Zhou, Zhifang Sui, Baobao Chang, 2016, EMNLP.

Pun-GAN: Generative Adversarial Network for Pun Generation

Shunyao Li, Lei Li, Pengcheng Yang, 2019, EMNLP.

Large Language Models are not Fair Evaluators

Yunbo Cao, Zhifang Sui, Liang Chen, 2023, ArXiv.

Making Large Language Models Better Reasoners with Alignment

Lei Li, Zhifang Sui, Liang Chen, 2023, ArXiv.

Application of cascade binary pointer tagging in joint entity and relation extraction of Chinese medical text.

Zhifang Sui, Hongying Zan, Kunli Zhang, 2022, Mathematical biosciences and engineering : MBE.

Will Repeated Reading Benefit Natural Language Understanding?

Zhifang Sui, Feng Qian, Lei Sha, 2017, NLPCC.

Event Detection with Burst Information Networks

Ming Zhou, Zhifang Sui, Baobao Chang, 2016, COLING.

Explicit Interaction Network for Aspect Sentiment Triplet Extraction pdf

Houfeng Wang, Zhifang Sui, Peiyi Wang, 2021, ArXiv.

Distantly Supervised Neural Network Model for Relation Extraction

Zhen Wang, Zhifang Sui, Baobao Chang, 2015, CCL.

One Tense per Scene: Predicting Tense in Chinese Conversations

Heng Ji, Zhifang Sui, Baobao Chang, 2015, ACL.

Learning to Extract Attribute Values from a Search Engine with Few Examples

Zhifang Sui, Xingxing Zhang, Tao Ge, 2013, CCL.

Bi-Drop: Enhancing Fine-tuning Generalization via Synchronous sub-net Estimation and Optimization

Yunbo Cao, Damai Dai, Zhifang Sui, 2023, EMNLP.

Calibrating Factual Knowledge in Pretrained Language Models

Lei Li, Damai Dai, Zhifang Sui, 2022, EMNLP.

Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning

Damai Dai, Zhifang Sui, Peiyi Wang, 2023, EMNLP.

Building a Pediatric Medical Corpus: Word Segmentation and Named Entity Annotation

Zhifang Sui, Baobao Chang, Hongying Zan, 2020, CLSW.

Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation

Zhifang Sui, Peiyi Wang, Tao Ge, 2022, EMNLP.

Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations

Damai Dai, Zhifang Sui, Peiyi Wang, 2023, ACL.

M ATH -S HEPHERD : A L ABEL -F REE S TEP - BY -S TEP V ERIFIER FOR LLM S IN M ATHEMATICAL R EASONING

Damai Dai, Zhifang Sui, Peiyi Wang, 2022 .

Recognizing Textual Entailment via Multi-task Knowledge Assisted LSTM

Zhifang Sui, Baobao Chang, Lei Sha, 2016, CCL.

Statistical Knowledge Assessment for Large Language Models

Lei Li, Lingpeng Kong, Lei Li, 2023, NeurIPS.

Moving the Eiffel Tower to ROME: Tracing and Editing Facts in GPT

Nicola De Cao, Daniel M. Ziegler, T. Henighan, 2021 .

S PECULATIVE D ECODING : L OSSLESS S PEEDUP OF A UTOREGRESSIVE T RANSLATION

Furu Wei, Tao Ge, Zhifang Sui, 2023 .

Can Large Multimodal Models Uncover Deep Semantics Behind Images?

Zhifang Sui, Qingxiu Dong, Heming Xia, 2024, ACL.

The CIPS-SIGHAN CLP 2012 ChineseWord Segmentation onMicroBlog Corpora Bakeoff

Zhifang Sui, Ye Tian, Wenjie Li, 2012, CIPS-SIGHAN.

DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Yu Wu, Damai Dai, Zhifang Sui, 2024, ArXiv.

InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective

Zhifang Sui, Yifan Song, Dawei Zhu, 2023, Conference on Empirical Methods in Natural Language Processing.

Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion

Yunbo Cao, Damai Dai, Zhifang Sui, 2023, ACL.

A WSD Model for Corpus Construction

Xiaojun Zhang, Shiwen Yu, Zhifang Sui, 2008, Int. J. Comput. Process. Orient. Lang..

A lightweight Chinese semantic dependency parsing model based on sentence compression

Weiwei Sun, Xin Wang, Zhifang Sui, 2010, Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering(NLPKE-2010).

Chinese semantic role labeling based on semantic knowledge

Zhifang Sui, Ning Mao, Yanqiu Shao, 2010, Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering(NLPKE-2010).

ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories

Zhifang Sui, Qingxiu Dong, Heming Xia, 2023, EMNLP.

Statistical Dataset Evaluation: Reliability, Difficulty, and Validity

Zhifang Sui, Chengwen Wang, Qingxiu Dong, 2022, ArXiv.

Reducing Hallucinations in Entity Abstract Summarization with Facts-Template Decomposition

Zhifang Sui, Fangwei Zhu, Peiyi Wang, 2024, ArXiv.

Large Language Model for Science: A Study on P vs. NP

Li Dong, Furu Wei, Zhifang Sui, 2023, ArXiv.