Jing Li

CoRR, May, 2025

Knowledge Grafting of Large Language Models.

[BibT_eX]

[DOI]

CoRR, May, 2025

Disentangling Task Interference within Neurons: Model Merging in Alignment with Neuronal Mechanisms.

[BibT_eX]

[DOI]

CoRR, March, 2025

Semantic Role Labeling: A Systematical Survey.

[BibT_eX]

[DOI]

CoRR, February, 2025

Scientific poster generation: A new dataset and approach.

[BibT_eX]

[DOI]

Pattern Recognit., 2025

SMSMO: Learning to generate multimodal summary for scientific papers.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2025

Impromptu Cybercrime Euphemism Detection.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Reflection on Knowledge Graph for Large Language Models Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Safety Alignment via Constrained Knowledge Unlearning.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

ProjectEval: A Benchmark for Programming Agents Automated Evaluation on Project-Level Code Generation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

LLMs Can Also Do Well! Breaking Barriers in Semantic Role Labeling via Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Few-Shot Relation Extraction With Dual Graph Neural Network Interaction.

[BibT_eX]

[DOI]

Shanshan Feng

Billy Chiu

IEEE Trans. Neural Networks Learn. Syst., October, 2024

Sketch: A Toolkit for Streamlining LLM Operations.

[BibT_eX]

[DOI]

CoRR, 2024

Open-domain Implicit Format Control for Large Language Model Generation.

[BibT_eX]

[DOI]

CoRR, 2024

Parameter Competition Balancing for Model Merging.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Masked Structural Growth for 2x Faster Language Model Pre-training.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Multimodal Reasoning with Multimodal Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Knowledge Fusion By Evolving Weights of Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Sequence Labeling With Meta-Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., March, 2023

FLM-101B: An Open LLM and How to Train It with $100K Budget.

[BibT_eX]

[DOI]

CoRR, 2023

2x Faster Language Model Pre-training via Masked Structural Growth.

[BibT_eX]

[DOI]

CoRR, 2023

A Survey on Deep Learning for Named Entity Recognition : Extended Abstract.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Few-Shot Named Entity Recognition via Meta-Learning (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction.

[BibT_eX]

[DOI]

Xilai Ma

Min Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Rethinking Document-Level Relation Extraction: A Reality Check.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

A Survey on Deep Learning for Named Entity Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Neural Text Segmentation and its Application to Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Few-Shot Named Entity Recognition via Meta-Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Interactive Information Extraction by Semantic Information Graph.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Leveraging Official Content and Social Context to Recommend Software Documentation.

[BibT_eX]

[DOI]

Muhammad Ashad Kabir

IEEE Trans. Serv. Comput., 2021

Domain Generalization for Named Entity Boundary Detection via Metalearning.

[BibT_eX]

[DOI]

Shuo Shang

Lisi Chen

IEEE Trans. Neural Networks Learn. Syst., 2021

Neural Named Entity Boundary Detection.

[BibT_eX]

[DOI]

Yukun Ma

IEEE Trans. Knowl. Data Eng., 2021

2020

Spatial keyword search: a survey.

[BibT_eX]

[DOI]

GeoInformatica, 2020

UFTR: A Unified Framework for Ticket Routing.

[BibT_eX]

[DOI]

Jianglei Han

CoRR, 2020

MetaNER: Named Entity Recognition with Meta-Learning.

[BibT_eX]

[DOI]

Shuo Shang

Ling Shao

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

HME: A Hyperbolic Metric Embedding Approach for Next-POI Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Contextualized Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Pay Your Trip for Traffic Congestion: Dynamic Pricing in Traffic-Aware Road Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

LinkLive: discovering Web learning resources for developers from Q&A discussions.

[BibT_eX]

[DOI]

World Wide Web, 2019

DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Neural Discourse Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Adversarial Transfer for Named Entity Boundary Detection with Pointer Networks.

[BibT_eX]

[DOI]

Deheng Ye

Shuo Shang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Subtopic-driven Multi-Document Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Supporting information needs of developers through web Q&A discussions

[BibT_eX]

[DOI]

PhD thesis, 2018

To Do or Not To Do: Distill crowdsourced negative caveats to augment api documentation.

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., 2018

Learning to answer programming questions with software documentation through social context embedding.

[BibT_eX]

[DOI]

Inf. Sci., 2018

API Caveat Explorer - Surfacing Negative Usages from Practice: An API-oriented Interactive Exploratory Search System for Programmers.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

SegBot: A Generic Neural Text Segmentation Model with Pointer Network.

[BibT_eX]

[DOI]