← Authors

Jiwei Li

78 papers · 2012–2025 · 11 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (7) πŸƒ Academic Marathon (13) 🐝 Cross-Pollinator (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (11) 🏠 Conference Loyalist (22) 🀝 Dynamic Duo (24) πŸ† Grand Slam πŸ‘₯ Mega-Team (29) 🧬 Topic Evolution πŸ† Keyword Champion (3) ⚑ Prolific Year (14) ❓ The Questioner (4) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (14) πŸ—ƒοΈ Keyword Collector (214) πŸ’Ž Century Club (78)

Conferences

ACL (22) EMNLP (21) ICLR (8) COLING (6) NAACL (5) AAAI (4) IJCNLP (4) NIPS (3) ECCV (2) ICML (2) IJCAI (1)

Top co-authors

Fei Wu (24) Yuxian Meng (23) Xiaofei Sun (22) Tianwei Zhang (17) Xiaoya Li (15) Guoyin Wang (12) Eduard Hovy (9) Qinghong Han (8) Dan Jurafsky (8) Xiang Ao (8)

Research topics

Understanding (1) Resources & Methods (1) Privacy (1)

Keywords

named entity recognition (9) text generation (7) machine reading comprehension (7) text classification (6) large language model (5) question answering (5) chinese language (4) natural language processing (3) unsupervised learning (3) adversarial learning (3) pretrained language model (3) relation extraction (3) machine translation (3) semantic similarity (3) chinese language model (3) semantic role labeling (2) contrastive learning (2) part-of-speech tagging (2) language modeling (2) chinese word segmentation (2)

Papers

OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use ACL 2025
GPT-NER: Named Entity Recognition via Large Language Models NAACL 2025
VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking ICLR 2025
Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning ACL 2025
Device-Cloud Collaborative Correction for On-Device Recommendation IJCAI 2025
MergeNet: Knowledge Migration Across Heterogeneous Models, Tasks, and Modalities AAAI 2025
FedCFA: Alleviating Simpson’s Paradox in Model Aggregation with Counterfactual Federated Learning AAAI 2025
Preliminary Evaluation of the Test-Time Training Layers in Recommendation System (Student Abstract) AAAI 2025
InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks ICML 2024
Robust-Wide: Robust Watermarking against Instruction-driven Image Editing ECCV 2024
You Only Query Once: An Efficient Label-Only Membership Inference Attack ICLR 2024
Are Human-generated Demonstrations Necessary for In-context Learning? ICLR 2024
Text Classification via Large Language Models EMNLP 2023
Defending against Backdoor Attacks in Natural Language Generation AAAI 2023
Ranking-Enhanced Unsupervised Sentence Representation Learning ACL 2023
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN ACL 2023
Clean-image Backdoor: Attacking Multi-label Models with Poisoned Labels Only ICLR 2023
Extracting Robust Models with Uncertain Examples ICLR 2023
PK-ICR: Persona-Knowledge Interactive Multi-Context Retrieval for Grounded Dialogue EMNLP 2023
OssCSE: Overcoming Surface Structure Bias in Contrastive Learning for Unsupervised Sentence Embedding EMNLP 2023
GPT-RE: In-context Learning for Relation Extraction using Large Language Models EMNLP 2023
Improving Adversarial Robustness of 3D Point Cloud Classification Models ECCV 2022
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction EMNLP 2022
Open World Classification with Adaptive Negative Samples EMNLP 2022
Dependency Parsing as MRC-based Span-Span Prediction ACL 2022
Fast Nearest Neighbor Machine Translation ACL 2022
NASPY: Automated Extraction of Automated Machine Learning Models ICLR 2022
GNN-LM: Language Modeling based on Global Contexts via GNN ICLR 2022
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models ICLR 2022
CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks NIPS 2022
Exploring and Adapting Chinese GPT to Pinyin Input Method ACL 2022
Triggerless Backdoor Attack for NLP Tasks with Clean Labels NAACL 2022
An MRC Framework for Semantic Role Labeling COLING 2022
Paraphrase Generation as Unsupervised Machine Translation COLING 2022
Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries COLING 2022
BertGCN: Transductive Text Classification by Combining GNN and BERT ACL 2021
kFolden: k-Fold Ensemble for Out-Of-Distribution Detection EMNLP 2021
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information IJCNLP 2021
BertGCN: Transductive Text Classification by Combining GNN and BERT IJCNLP 2021
Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis IJCNLP 2021
Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension EMNLP 2021
ConRPG: Paraphrase Generation using Contexts as Regularizer EMNLP 2021
Layer-wise Model Pruning based on Mutual Information EMNLP 2021
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information ACL 2021
Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis ACL 2021
Dice Loss for Data-imbalanced NLP Tasks ACL 2020
A Unified MRC Framework for Named Entity Recognition ACL 2020
CorefQA: Coreference Resolution as Query-based Span Prediction ACL 2020
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection NIPS 2020
Description Based Text Classification with Reinforcement Learning ICML 2020
Glyce: Glyph-vectors for Chinese Character Representations NIPS 2019
Entity-Relation Extraction as Multi-Turn Question Answering ACL 2019
Is Word Segmentation Necessary for Deep Learning of Chinese Representations? ACL 2019
Deep Adversarial Learning for NLP NAACL 2019
Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints EMNLP 2018
Deep Reinforcement Learning for NLP ACL 2018
Adversarial Learning for Neural Dialogue Generation EMNLP 2017
Neural Net Models of Open-domain Discourse Coherence EMNLP 2017
Deep Reinforcement Learning for Dialogue Generation EMNLP 2016
A Persona-Based Neural Conversation Model ACL 2016
A Diversity-Promoting Objective Function for Neural Conversation Models NAACL 2016
Visualizing and Understanding Neural Models in NLP NAACL 2016
When Are Tree Structures Necessary for Deep Learning of Representations? EMNLP 2015
Do Multi-Sense Embeddings Improve Natural Language Understanding? EMNLP 2015
A Hierarchical Neural Autoencoder for Paragraphs and Documents ACL 2015
A Hierarchical Neural Autoencoder for Paragraphs and Documents IJCNLP 2015
Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech Acts EMNLP 2014
Towards a General Rule for Identifying Deceptive Opinion Spam ACL 2014
Weakly Supervised User Profile Extraction from Twitter ACL 2014
Recursive Deep Models for Discourse Parsing EMNLP 2014
A Model of Coherence Based on Distributed Sentence Representation EMNLP 2014
Sentiment Analysis on the People’s Daily EMNLP 2014
Identifying Manipulated Offerings on Review Portals EMNLP 2013
TopicSpam: a Topic-Model based approach for spam detection ACL 2013
Evolutionary Hierarchical Dirichlet Process for Timeline Summarization ACL 2013
Update Summarization using a Multi-level Hierarchical Dirichlet Process Model COLING 2012
Implicit Discourse Relation Recognition by Selecting Typical Training Examples COLING 2012
Fine-Grained Classification of Named Entities by Fusing Multi-Features COLING 2012