2025
From Prompting to Alignment: A Generative Framework for Query Recommendation.
CoRR, April, 2025
Rank-Then-Score: Enhancing Large Language Models for Automated Essay Scoring.
CoRR, April, 2025
Optimal Brain Iterative Merging: Mitigating Interference in LLM Merging.
CoRR, February, 2025
Lost in the Passage: Passage-level In-context Learning Does Not Necessarily Need a "Passage".
CoRR, February, 2025
Dynamic Fisher-weighted Model Merging via Bayesian Optimization.
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025
2024
A Survey of Uncertainty Estimation in LLMs: Theory Meets Practice.
CoRR, 2024
NYK-MS: A Well-annotated Multi-modal Metaphor and Sarcasm Understanding Benchmark on Cartoon-Caption Dataset.
CoRR, 2024
Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions.
CoRR, 2024
Assessing the Performance of Chinese Open Source Large Language Models in Information Extraction Tasks.
CoRR, 2024
Prompting Large Language Models for Zero-shot Essay Scoring via Multi-trait Specialization.
CoRR, 2024
Multi-modal Semantic Understanding with Contrastive Cross-modal Feature Alignment.
CoRR, 2024
FPT: Feature Prompt Tuning for Few-shot Readability Assessment.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
SCOI: Syntax-augmented Coverage-based In-context Example Selection for Machine Translation.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Unleashing Large Language Models' Proficiency in Zero-shot Essay Scoring.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Multi-modal Semantic Understanding with Contrastive Cross-modal Feature Alignment.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Mixture-of-Prompt-Experts for Multi-modal Semantic Understanding.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Going Beyond Passages: Readability Assessment for Book-Level Long Texts.
Proceedings of the Chinese Computational Linguistics - 23rd China National Conference, 2024
Unsupervised Distractor Generation via Large Language Model Distilling and Counterfactual Contrastive Decoding.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
ASAT: Adaptively scaled adversarial training in time series.
Neurocomputing, 2023
Evaluating the Capability of Large-scale Language Models on Chinese Grammatical Error Correction Task.
CoRR, 2023
Task-Related Pretraining with Whole Word Masking for Chinese Coherence Evaluation.
Proceedings of the Natural Language Processing and Chinese Computing, 2023
Accurate, Diverse and Multiple Distractor Generation with Mixture of Experts.
Proceedings of the Natural Language Processing and Chinese Computing, 2023
Are Pre-trained Language Models Useful for Model Ensemble in Chinese Grammatical Error Correction?
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023
2022
Alleviating the Knowledge-Language Inconsistency: A Study for Deep Commonsense Knowledge.
IEEE ACM Trans. Audio Speech Lang. Process., 2022
Focus-Driven Contrastive Learniang for Medical Question Summarization.
CoRR, 2022
Exploiting Word Semantics to Enrich Character Representations of Chinese Pre-trained Models.
Proceedings of the Natural Language Processing and Chinese Computing, 2022
From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correction.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
An Error-Guided Correction Model for Chinese Spelling Error Correction.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
A Unified Neural Network Model for Readability Assessment with Feature Projection and Length-Balanced Loss.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Focus-Driven Contrastive Learning for Medical Question Summarization.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Position Offset Label Prediction for Grammatical Error Correction.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Enhancing Pre-trained Models with Text Structure Knowledge for Question Generation.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling.
CoRR, 2021
ASAT: Adaptively Scaled Adversarial Training in Time Series.
CoRR, 2021
Knowledge-Aware Procedural Text Understanding with Multi-Stage Training.
Proceedings of the WWW '21: The Web Conference 2021, 2021
Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Asking Questions Like Educational Experts: Automatically Generating Question-Answer Pairs on Real-World Examination Data.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Enhancing Question Generation with Commonsense Knowledge.
Proceedings of the Chinese Computational Linguistics - 20th China National Conference, 2021
Query-Variant Advertisement Text Generation with Association Knowledge.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
EQG-RACE: Examination-Type Question Generation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Query-Variant Advertisement Text Generation with Association Knowledge.
CoRR, 2020
Jointly Modeling Aspect and Sentiment with Dynamic Heterogeneous Graph Neural Networks.
CoRR, 2020
Exploiting WordNet Synset and Hypernym Representations for Answer Selection.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020
A Question Type Driven and Copy Loss Enhanced Frameworkfor Answer-Agnostic Neural Question Generation.
Proceedings of the Fourth Workshop on Neural Generation and Translation, 2020
How to Ask Good Questions? Try to Leverage Paraphrases.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Co-Attention Hierarchical Network: Generating Coherent Long Distractors for Reading Comprehension.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Coherent Comment Generation for Chinese Articles with a Graph-to-Sequence Model.
CoRR, 2019
A Simple Dual-decoder Model for Generating Response with Sentiment.
CoRR, 2019
Document-Based Question Answering Improves Query-Focused Multi-document Summarization.
Proceedings of the Natural Language Processing and Chinese Computing, 2019
Question-type Driven Question Generation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Multi-Task Learning with Language Modeling for Question Generation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
Sememe Prediction: Learning Semantic Knowledge from Unstructured Textual Wiki Descriptions.
CoRR, 2018
Research on Entity Relation Extraction for Military Field.
Proceedings of the 32nd Pacific Asia Conference on Language, Information and Computation, 2018
Learning Universal Sentence Representations with Mean-Max Attention Autoencoder.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
An Unsupervised Model With Attention Autoencoders for Question Retrieval.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
A Unified Model for Document-Based Question Answering Based on Human-Like Reading Strategy.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Overview of the NLPCC 2017 Shared Task: Chinese Word Semantic Relation Classification.
Proceedings of the Natural Language Processing and Chinese Computing, 2017
Hierarchical Gated Recurrent Neural Tensor Network for Answer Triggering.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2017
Exploiting Explicit Matching Knowledge with Long Short-Term Memory.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2017
2016
A Tensor Neural Network with Layerwise Pretraining: Towards Effective Answer Retrieval.
J. Comput. Sci. Technol., 2016
ICL00 at SemEval-2016 Task 3: Translation-Based Method for CQA System.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016
ICL00 at the NTCIR-12 STC Task: Semantic-based Retrieval Method of Short Texts.
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, 2016
Overview of the NLPCC-ICCPOL 2016 Shared Task: Chinese Word Similarity Measurement.
Proceedings of the Natural Language Understanding and Intelligent Applications, 2016
Improving Word Vector with Prior Knowledge in Semantic Dictionary.
Proceedings of the Natural Language Understanding and Intelligent Applications, 2016
Multi-level Gated Recurrent Neural Network for dialog act classification.
Proceedings of the COLING 2016, 2016
A New Focus Strategy for Efficient Dialog Management.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2016
2015
Multi-sentence Question Segmentation and Compression for Question Answering.
Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015
Sentiment-Bearing New Words Mining: Exploiting Emoticons and Latent Polarities.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015
Research on Semantic Disambiguation in Treebank.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015
2013
SemEval-2010 task 18: disambiguating sentiment ambiguous adjectives.
Lang. Resour. Evaluation, 2013
Exploiting Hierarchical Discourse Structure for Review Sentiment Analysis.
Proceedings of the 2013 International Conference on Asian Language Processing, 2013
Chinese Discourse Relation Recognition Using Parallel Corpus.
Proceedings of the Ninth International Conference on Computational Intelligence and Security, 2013
2012
SemEval-2012 Task 4: Evaluating Chinese Word Similarity.
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012
Exploiting Discourse Relations for Sentiment Analysis.
Proceedings of the COLING 2012, 2012
Mining Market Trend from Blog Titles Based on Lexical Semantic Similarity.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2012
2011
Mining the Sentiment Expectation of Nouns Using Bootstrapping Method.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011
Induction of Semantic Classes Based on Coordinate Patterns.
Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2011
Improved Word Similarity Computation for Chinese Using Sub-word Information.
Proceedings of the Seventh International Conference on Computational Intelligence and Security, 2011
Combining Contextual and Structural Information for Supersense Tagging of Chinese Unknown Words.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011
2010
SemEval-2 Task 15: Infrequent Sense Identification for Mandarin Text to Speech Systems.
Proceedings of the 5th International Workshop on Semantic Evaluation, 2010
Disambiguating Dynamic Sentiment Ambiguous Adjectives.
Proceedings of the COLING 2010, 2010
2008
A WSD Model for Corpus Construction.
Int. J. Comput. Process. Orient. Lang., 2008
Disambiguating sentiment ambiguous adjectives.
Proceedings of the 4th International Conference on Natural Language Processing and Knowledge Engineering, 2008
Exploiting external knowledge sources to improve kernel-based Word Sense Disambiguation.
Proceedings of the 4th International Conference on Natural Language Processing and Knowledge Engineering, 2008
2007
PKU: Combining Supervised Classifiers with Features Selection.
Proceedings of the 4th International Workshop on Semantic Evaluations, 2007
SemEval-2007 Task 05: Multilingual Chinese-English Lexical Sample.
Proceedings of the 4th International Workshop on Semantic Evaluations, 2007
Word Clustering for Collocation-Based Word Sense Disambiguation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2007
Building Chinese Sense Annotated Corpus with the Help of Software Tools.
Proceedings of the Linguistic Annotation Workshop, 2007
2006
A Chinese Corpus with Word Sense Annotation.
Proceedings of the Computer Processing of Oriental Languages. Beyond the Orient: The Research Challenges Ahead, 2006
2005
双向考察和驗證：并列成分中心語的語義關係和CCD的名詞語義分類体系 (Bidirectional Investigation: The Semantic Relations between the Conjuncts and the Noun Taxonomy in CCD).
Int. J. Comput. Linguistics Chin. Lang. Process., 2005
隱喻性成語的語義映射 (Semantic Mapping in Chinese Metaphorical Idioms).
Int. J. Comput. Linguistics Chin. Lang. Process., 2005