← Authors

Houfeng Wang

92 papers · 2008–2025 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (13) 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (17) 🐝 Cross-Pollinator (3) 🌈 Renaissance Researcher (6) 🏠 Conference Loyalist (21) πŸ† Keyword Champion (3) πŸ”¬ Deep Specialist (11) 🀝 Dynamic Duo (20) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (251) πŸ’Ž Century Club (92) ❓ The Questioner (3) ⚑ Prolific Year (5) πŸ”₯ Unstoppable (15)

Conferences

ACL (27) EMNLP (21) COLING (15) IJCNLP (13) AAAI (5) IJCAI (4) CONLL (3) NAACL (3) ICML (1)

Top co-authors

Xu Sun (20) Sujian Li (20) Furu Wei (10) Xiaodong Zhang (10) Longkai Zhang (10) Dehong Ma (9) Ming Zhou (9) Shuming Ma (8) Wei Li (7) Wen Luo (6)

Keywords

large language model (8) grammatical error correction (8) neural network (7) text generation (6) contrastive learning (4) sentiment classification (4) language model (4) multi-label classification (4) text representation (3) graph neural network (3) in-context learning (3) text classification (3) representation learning (3) question answering (3) multilingual nlp (3) hierarchical text classification (3) label hierarchy (3) reinforcement learning (2) semantic representation (2) few-shot learning (2)

Papers

FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation ACL 2025
Encode Errors: Representational Retrieval of In-Context Demonstrations for Multilingual Grammatical Error Correction ACL 2025
MC2: A Minimum-Coverage and Dataset-Agnostic Framework for Compositional Generalization of LLMs on Semantic Parsing EMNLP 2025
Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding ACL 2025
Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025
Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction NAACL 2025
Investigating the (De)Composition Capabilities of Large Language Models in Natural-to-Formal Language Conversion NAACL 2025
Instantly Learning Preference Alignment via In-context DPO NAACL 2025
Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation ACL 2025
SPOR: A Comprehensive and Practical Evaluation Method for Compositional Generalization in Data-to-Text Generation ACL 2024
Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification COLING 2024
Select High-quality Synthetic QA Pairs to Augment Training Data in MRC under the Reward Guidance of Generative Language Models COLING 2024
Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment COLING 2024
Would You Like to Make a Donation? A Dialogue System to Persuade You to Donate COLING 2024
Detection-Correction Structure via General Language Model for Grammatical Error Correction ACL 2024
DVD: Dynamic Contrastive Decoding for Knowledge Amplification in Multi-Document Question Answering EMNLP 2024
Preference Ranking Optimization for Human Alignment AAAI 2024
M3: A Multi-View Fusion and Multi-Decoding Network for Multi-Document Reading Comprehension EMNLP 2022
Original Content Is All You Need! an Empirical Study on Leveraging Answer Summary for WikiHowQA Answer Selection Task COLING 2022
Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss AAAI 2022
A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model IJCAI 2022
Learning Invariant Representation Improves Robustness for MRC Models EMNLP 2022
Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt EMNLP 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification EMNLP 2022
Multi-Layer Pseudo-Siamese Biaffine Model for Dependency Parsing COLING 2022
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification ACL 2022
Adjusting the Precision-Recall Trade-Off with Align-and-Predict Decoding for Grammatical Error Correction ACL 2022
Do It Once: An Embarrassingly Simple Joint Matching Approach to Response Selection ACL 2021
Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding ACL 2021
Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding IJCNLP 2021
Do It Once: An Embarrassingly Simple Joint Matching Approach to Response Selection IJCNLP 2021
Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? AAAI 2021
MaskGEC: Improving Neural Grammatical Error Correction via Dynamic Masking AAAI 2020
Graph LSTM with Context-Gated Mechanism for Spoken Language Understanding AAAI 2020
Syntax-Aware Graph Attention Network for Aspect-Level Sentiment Classification COLING 2020
Text Level Graph Neural Network for Text Classification IJCNLP 2019
Exploring Sequence-to-Sequence Learning in Aspect Term Extraction ACL 2019
Text Level Graph Neural Network for Text Classification EMNLP 2019
Phrase-level Self-Attention Networks for Universal Sentence Encoding EMNLP 2018
SGM: Sequence Generation Model for Multi-label Classification COLING 2018
Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning EMNLP 2018
simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions EMNLP 2018
Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization ACL 2018
Question Condensing Networks for Answer Selection in Community Question Answering ACL 2018
Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach ACL 2018
A Neural Question Answering Model Based on Semi-Structured Tables COLING 2018
Joint Learning for Targeted Sentiment Analysis EMNLP 2018
Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure IJCNLP 2017
Cascading Multiway Attentions for Document-level Sentiment Classification IJCNLP 2017
Learning to Rank Semantic Coherence for Topic Segmentation EMNLP 2017
Noise-Clustered Distant Supervision for Relation Extraction: A Nonparametric Bayesian Perspective EMNLP 2017
Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization ACL 2017
A Two-Stage Parsing Method for Text-Level Discourse Analysis ACL 2017
meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting ICML 2017
Interactive Attention Networks for Aspect-Level Sentiment Classification IJCAI 2017
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification IJCNLP 2017
Bidirectional Recurrent Convolutional Neural Network for Relation Classification ACL 2016
Knowledge-Based Semantic Embedding for Machine Translation ACL 2016
A Joint Model of Intent Determination and Slot Filling for Spoken Language Understanding IJCAI 2016
Collaborative Filtering with Generalized Laplacian Constraint via Overlapping Decomposition IJCAI 2016
A Dependency-Based Neural Network for Relation Classification IJCNLP 2015
Learning Summary Prior Representation for Extractive Summarization IJCNLP 2015
A Dependency-Based Neural Network for Relation Classification ACL 2015
Learning Summary Prior Representation for Extractive Summarization ACL 2015
Multi-label Text Categorization with Joint Learning Predictions-as-Features Method EMNLP 2015
Muli-label Text Categorization with Hidden Components EMNLP 2014
Collaborative Topic Regression with Multiple Graphs Factorization for Recommendation in Social Media COLING 2014
A Unified Framework for Grammar Error Correction CONLL 2014
Multi-view Chinese Treebanking COLING 2014
Go Climb a Dependency Tree and Correct the Grammatical Errors EMNLP 2014
Predicting Chinese Abbreviations with Minimum Semantic Unit and Global Constraints EMNLP 2014
Coarse-grained Candidate Generation and Fine-grained Re-ranking for Chinese Abbreviation Prediction EMNLP 2014
Generalized Abbreviation Prediction with Negative Full Forms and Its Application on Improving Chinese Web Search IJCNLP 2013
Learning Entity Representation for Entity Disambiguation ACL 2013
Improving Chinese Word Segmentation on Micro-blog Using Rich Punctuations ACL 2013
Exploring Representations from Unlabeled Data with Co-training for Chinese Word Segmentation EMNLP 2013
Efficient Collective Entity Linking with Stacking EMNLP 2013
Constructing Chinese Abbreviation Dictionary: A Stacked Approach COLING 2012
A Comparison and Improvement of Online Learning Algorithms for Sequence Labeling COLING 2012
Joint Learning for Coreference Resolution with Markov Logic CONLL 2012
Joint Learning for Coreference Resolution with Markov Logic EMNLP 2012
Cross-Lingual Mixture Model for Sentiment Classification ACL 2012
Fast Online Training with Frequency-Adaptive Learning Rates for Chinese Word Segmentation and New Word Detection ACL 2012
Lost in Translations? Building Sentiment Lexicons using Context Based Machine Translation COLING 2012
Link Type Based Pre-Cluster Pair Model for Coreference Resolution CONLL 2011
Build Chinese Emotion Lexicons Using A Graph-based Algorithm and Multiple Resources COLING 2010
Mining User Reviews: from Specification to Summarization IJCNLP 2009
Mining User Reviews: from Specification to Summarization ACL 2009
Clustering Technique in Multi-Document Personal Name Disambiguation ACL 2009
Clustering Technique in Multi-Document Personal Name Disambiguation IJCNLP 2009
Chinese Named Entity Recognition and Word Segmentation Based on Character IJCNLP 2008
Bootstrapping Both Product Features and Opinion Words from Chinese Customer Reviews with Cross-Inducing IJCNLP 2008