← Authors

Zhifang Sui

100 papers · 2000–2026 · 11 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (25) 🌈 Renaissance Researcher (10) πŸ—ΊοΈ Taxonomy Completionist (18) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (11) 🐝 Cross-Pollinator (12) 🏠 Conference Loyalist (31) πŸ‘₯ Mega-Team (23) 🧬 Topic Evolution πŸ”¬ Deep Specialist (14) πŸ† Keyword Champion (2) 🀝 Dynamic Duo (50) πŸ—ƒοΈ Keyword Collector (352) ❓ The Questioner (5) ⚑ Prolific Year (8) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (97) πŸ”₯ Unstoppable (11)

Conferences

EMNLP (34) ACL (31) COLING (8) AAAI (7) IJCNLP (6) NAACL (6) IJCAI (3) CONLL (2) CVPR (1) ICLR (1) NIPS (1)

Top co-authors

Baobao Chang (50) Tianyu Liu (37) Damai Dai (19) Peiyi Wang (16) Sujian Li (15) Lei Sha (13) Qingxiu Dong (13) Fuli Luo (13) Heming Xia (12) Tao Ge (12)

Keywords

large language model (20) language model (8) in-context learning (7) text generation (6) pretrained language model (6) natural language inference (5) few-shot learning (5) representation learning (5) benchmark evaluation (4) mixture of expert (4) neural network (4) reinforcement learning (4) word sense disambiguation (4) generative adversarial network (3) data augmentation (3) abstract meaning representation (3) catastrophic forgetting (3) factual knowledge (3) knowledge graph embedding (3) natural language processing (3)

Papers

From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling AAAI 2026
RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection AAAI 2026
Large Language Models Struggle with Unreasonability in Math Problems AAAI 2026
Language Models Encode the Value of Numbers Linearly COLING 2025
Self-Boosting Large Language Models with Synthetic Preference Data ICLR 2025
How Far are LLMs from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation ACL 2025
Towards Harmonized Uncertainty Estimation for Large Language Models ACL 2025
Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs ACL 2025
Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip? EMNLP 2025
A Probabilistic Inference Scaling Theory for LLM Self-Correction EMNLP 2025
SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine NAACL 2025
Exploring Activation Patterns of Parameters in Language Models AAAI 2025
AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization CVPR 2025
Can Large Multimodal Models Uncover Deep Semantics Behind Images? ACL 2024
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations ACL 2024
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models ACL 2024
Large Language Models are not Fair Evaluators ACL 2024
ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors EMNLP 2024
Taking a Deep Breath: Enhancing Language Modeling of Large Language Models with Sentinel Tokens EMNLP 2024
Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming EMNLP 2024
Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones? EMNLP 2024
A Survey on In-context Learning EMNLP 2024
FaGANet: An Evidence-Based Fact-Checking Model with Integrated Encoder Leveraging Contextual Information COLING 2024
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding ACL 2024
Achilles-Bench: A Challenging Benchmark for Low-Resource Evaluation ACL 2024
Statistical Knowledge Assessment for Large Language Models NIPS 2023
Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion ACL 2023
Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers ACL 2023
Enhancing Continual Relation Extraction via Classifier Decomposition ACL 2023
Learn to Not Link: Exploring NIL Prediction in Entity Linking ACL 2023
Guiding AMR Parsing with Reverse Graph Linearization EMNLP 2023
ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories EMNLP 2023
Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation EMNLP 2023
Bi-Drop: Enhancing Fine-tuning Generalization via Synchronous sub-net Estimation and Optimization EMNLP 2023
DialogQAE: N-to-N Question Answer Pair Extraction from Customer Service Chatlog EMNLP 2023
Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning EMNLP 2023
InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective EMNLP 2023
Hierarchical Curriculum Learning for AMR Parsing ACL 2022
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark ACL 2022
StableMoE: Stable Routing Strategy for Mixture of Experts ACL 2022
ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs NAACL 2022
A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction NAACL 2022
An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling NAACL 2022
Calibrating Factual Knowledge in Pretrained Language Models EMNLP 2022
DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection EMNLP 2022
Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation EMNLP 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification EMNLP 2022
Knowledge Neurons in Pretrained Transformers ACL 2022
Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues ACL 2022
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation ACL 2022
Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances IJCAI 2022
Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions IJCNLP 2021
Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions ACL 2021
Decompose, Fuse and Generate: A Formation-Informed Method for Chinese Definition Generation NAACL 2021
Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View AAAI 2021
Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference EMNLP 2020
An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference CONLL 2020
An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference EMNLP 2020
A Spectral Method for Unsupervised Multi-Document Summarization EMNLP 2020
An Anchor-Based Automatic Evaluation Metric for Document Summarization COLING 2020
Learning to Control the Fine-grained Sentiment for Story Ending Generation ACL 2019
Towards Comprehensive Description Generation from Factual Attribute-value Tables ACL 2019
Pun-GAN: Generative Adversarial Network for Pun Generation EMNLP 2019
WSD-GAN: Word Sense Disambiguation Using Generative Adversarial Networks AAAI 2019
Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables AAAI 2019
Towards Fine-grained Text Sentiment Transfer ACL 2019
A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer IJCAI 2019
Pun-GAN: Generative Adversarial Network for Pun Generation IJCNLP 2019
Incorporating Glosses into Neural Word Sense Disambiguation ACL 2018
Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention EMNLP 2018
Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition EMNLP 2018
Affinity-Preserving Random Walk for Multi-Document Summarization EMNLP 2017
A Progressive Learning Approach to Chinese SRL Using Heterogeneous Data ACL 2017
A Soft-label Method for Noise-tolerant Distantly Supervised Relation Extraction EMNLP 2017
Capturing Argument Relationship for Chinese Semantic Role Labeling EMNLP 2016
News Stream Summarization using Burst Information Networks EMNLP 2016
Joint Learning Templates and Slots for Event Schema Induction NAACL 2016
RBPB: Regularization-Based Pattern Balancing Method for Event Extraction ACL 2016
Towards Time-Aware Knowledge Graph Completion COLING 2016
Event Detection with Burst Information Networks COLING 2016
Reading and Thinking: Re-read LSTM Unit for Textual Entailment Recognition COLING 2016
Encoding Temporal Information for Time-Aware Link Prediction EMNLP 2016
Recognizing Textual Entailment Using Probabilistic Inference EMNLP 2015
Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles IJCNLP 2015
Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles ACL 2015
An Ontology Matching Approach Based on Affinity-Preserving Random Walks IJCAI 2015
Chinese Semantic Role Labeling with Bidirectional Recurrent Neural Networks EMNLP 2015
ERSOM: A Structural Ontology Matching Approach Using Automatically Learned Entity Representation EMNLP 2015
One Tense per Scene: Predicting Tense in Chinese Conversations IJCNLP 2015
One Tense per Scene: Predicting Tense in Chinese Conversations ACL 2015
Event-Based Time Label Propagation for Automatic Dating of News Articles EMNLP 2013
Towards Accurate Distant Supervision for Relational Facts Extraction ACL 2013
Fine-Grained Classification of Named Entities by Fusing Multi-Features COLING 2012
Prediction of Thematic Rank for Structured Semantic Role Labeling ACL 2009
Prediction of Thematic Rank for Structured Semantic Role Labeling IJCNLP 2009
Chinese Semantic Role Labeling with Shallow Parsing EMNLP 2009
Prediction of Maximal Projection for Semantic Role Labeling COLING 2008
The Integration of Dependency Relation Classification and Semantic Role Labeling Using Bilayer Maximum Entropy Markov Models CONLL 2008
Domain Knowledge Engineering Based on Encyclopedias and the Web Text IJCNLP 2005
An Information-Theory-Based Feature Type Analysis for the Modeling of Statistical Parsing ACL 2000