← Authors

Wanxiang Che

179 papers · 2005–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (13) 🌈 Renaissance Researcher (12) 🐝 Cross-Pollinator (11) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (20) πŸ—ΊοΈ Taxonomy Completionist (28) 🌟 Keyword Trendsetter Combo (6) 🏠 Conference Loyalist (26) 🀝 Dynamic Duo (98) πŸ”¬ Deep Specialist (21) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ”₯ Unstoppable (21) πŸš€ Conference Pioneer ⚑ Prolific Year (22) ❓ The Questioner (3) πŸ’Ž Century Club (174) πŸ—ƒοΈ Keyword Collector (60) πŸ“ˆ Trend Setter

Conferences

ACL (44) EMNLP (37) COLING (26) AAAI (21) IJCNLP (20) IJCAI (8) CONLL (7) NAACL (6) SEMEVAL (4) NIPS (3) AACL (1) EACL (1) ICML (1)

Top co-authors

Ting Liu (99) Libo Qin (43) Qingfu Zhu (22) Qiguang Chen (21) Xiao Xu (16) Yijia Liu (16) Shijin Wang (16) Bing Qin (16) Guoping Hu (15) Haifeng Wang (14)

Research topics

Applications (1) Linguistics (1)

Keywords

large language model (17) slot filling (12) dialogue system (12) intent detection (10) spoken language understanding (10) neural network (10) data augmentation (9) cross-lingual transfer (9) machine reading comprehension (8) task-oriented dialogue (8) graph neural network (7) dependency parsing (7) transfer learning (7) semantic parsing (7) multi-task learning (7) knowledge base (6) prompt engineering (6) text classification (6) chain-of-thought reasoning (6) zero-shot learning (5)

Papers

CAMERA: Multi-Matrix Joint Compression for MoE Models via Micro-Expert Redundancy Analysis AAAI 2026
Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities AAAI 2026
Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models AAAI 2026
Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks AAAI 2026
Judge Q: Trainable Queries for Optimized Information Retention in KV Cache Eviction AAAI 2026
Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits COLING 2025
CVLUE: A New Benchmark Dataset for Chinese Vision-Language Understanding Evaluation AAAI 2025
CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models AAAI 2025
Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection AAAI 2025
KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus NAACL 2025
Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring NAACL 2025
Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration IJCAI 2025
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation EMNLP 2025
DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective EMNLP 2025
MULTITAT: Benchmarking Multilingual Table-and-Text Question Answering EMNLP 2025
DAC: Decomposed Automation Correction for Text-to-SQL EMNLP 2025
Lookahead Q-Cache: Achieving More Consistent KV Cache Eviction via Pseudo Query EMNLP 2025
Chart2Code53: A Large-Scale Diverse and Complex Dataset for Enhancing Chart-to-Code Generation EMNLP 2025
RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals EMNLP 2025
Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval ACL 2025
MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL COLING 2025
Improving Language Model Reasoning with Self-motivated Learning COLING 2024
Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought NIPS 2024
OneBit: Towards Extremely Low-bit Large Language Models NIPS 2024
What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration NIPS 2024
LM-Combiner: A Contextual Rewriting Model for Chinese Grammatical Error Correction COLING 2024
Exploring Hybrid Question Answering via Program-based Prompting ACL 2024
SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models ACL 2024
AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought ACL 2024
Improving Grammatical Error Correction via Contextual Data Augmentation ACL 2024
Concise and Precise Context Compression for Tool-Using Language Models ACL 2024
A Survey on Natural Language Processing for Programming COLING 2024
Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement EMNLP 2024
Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL EMNLP 2024
Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training EMNLP 2024
Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts EMNLP 2024
Decoupling Breaks Data Barriers: A Decoupled Pre-training Framework for Multi-intent Spoken Language Understanding IJCAI 2024
M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought ACL 2024
Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes ACL 2024
Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models AAAI 2024
Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification AAAI 2024
A Two-Stage Framework with Self-Supervised Distillation for Cross-Domain Text Classification COLING 2024
Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants’ API Invocation Capabilities COLING 2024
Language Anisotropic Cross-Lingual Model Editing ACL 2023
BEATs: Audio Pre-Training with Acoustic Tokenizers ICML 2023
Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue EMNLP 2023
End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions EMNLP 2023
Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages EMNLP 2023
BridgeTower: Building Bridges between Encoders in Vision-Language Representation Learning AAAI 2023
MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing AAAI 2023
Towards Complex Scenarios: Building End-to-End Task-Oriented Dialogue System across Multiple Knowledge Bases AAAI 2023
ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning ACL 2023
OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding ACL 2023
CLIPText: A New Paradigm for Zero-shot Text Classification ACL 2023
MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System ACL 2023
CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue COLING 2022
TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack EMNLP 2022
HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding EMNLP 2022
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge EMNLP 2022
Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding AAAI 2022
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging ACL 2022
Adaptive Unsupervised Self-training for Disfluency Detection COLING 2022
Simple and Effective Graph-to-Graph Annotation Conversion COLING 2022
CCTC: A Cross-Sentence Chinese Text Correction Dataset for Native Speakers COLING 2022
MetaPrompting: Learning to Learn Better Prompts COLING 2022
Consistency Regularization for Cross-Lingual Fine-Tuning ACL 2021
C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling AAAI 2021
Few-shot Learning for Multi-label Intent Detection AAAI 2021
Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification AAAI 2021
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling ACL 2021
Discovering Dialog Structure Graph for Coherent Dialog Generation ACL 2021
LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding ACL 2021
A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples ACL 2021
Dynamic Connected Networks for Chinese Spelling Check ACL 2021
Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling ACL 2021
Adversarial Training for Machine Reading Comprehension with Virtual Embeddings ACL 2021
Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System EMNLP 2021
Allocating Large Vocabulary Capacity for Cross-Lingual Language Model Pre-Training EMNLP 2021
DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation EMNLP 2021
N-LTP: An Open-source Neural Language Technology Platform for Chinese EMNLP 2021
Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer EMNLP 2021
A Survey on Spoken Language Understanding: Recent Advances and New Frontiers IJCAI 2021
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling IJCNLP 2021
Discovering Dialog Structure Graph for Coherent Dialog Generation IJCNLP 2021
LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding IJCNLP 2021
Consistency Regularization for Cross-Lingual Fine-Tuning IJCNLP 2021
A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples IJCNLP 2021
Dynamic Connected Networks for Chinese Spelling Check IJCNLP 2021
Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling IJCNLP 2021
Adversarial Training for Machine Reading Comprehension with Virtual Embeddings IJCNLP 2021
HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser EMNLP 2020
Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network ACL 2020
Towards Conversational Recommendation over Multi-Type Dialogs ACL 2020
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network ACL 2020
Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation ACL 2020
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog ACL 2020
Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension ACL 2020
TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing ACL 2020
Discriminative Sentence Modeling for Story Ending Prediction AAAI 2020
A Sentence Cloze Dataset for Chinese Machine Reading Comprehension COLING 2020
Enhancing Dialog Coherence with Event Graph Grounded Content Planning IJCAI 2020
CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP IJCAI 2020
Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation AAAI 2020
Combining ResNet and Transformer for Chinese Grammatical Error Diagnosis AACL 2020
HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser CONLL 2020
Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses AAAI 2020
DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification AAAI 2020
Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection EMNLP 2020
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting EMNLP 2020
Revisiting Pre-Trained Models for Chinese Natural Language Processing EMNLP 2020
AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling EMNLP 2020
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing IJCNLP 2019
A Span-Extraction Dataset for Chinese Machine Reading Comprehension IJCNLP 2019
HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding CONLL 2019
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever EMNLP 2019
Cross-Lingual Machine Reading Comprehension EMNLP 2019
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding EMNLP 2019
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing EMNLP 2019
A Span-Extraction Dataset for Chinese Machine Reading Comprehension EMNLP 2019
Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency ACL 2019
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever IJCNLP 2019
Cross-Lingual Machine Reading Comprehension IJCNLP 2019
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding IJCNLP 2019
Parsing Tweets into Universal Dependencies NAACL 2018
Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement ACL 2018
Proceedings of ACL 2018, Student Research Workshop ACL 2018
Distilling Knowledge for Search-based Structured Prediction ACL 2018
Joint Extraction of Entities and Relations Based on a Novel Graph Scheme IJCAI 2018
An AMR Aligner Tuned by Transition-based Parser EMNLP 2018
Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding COLING 2018
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation COLING 2018
Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation CONLL 2018
The HIT-SCIR System for End-to-End Parsing of Universal Dependencies CONLL 2017
Deep Learning in Lexical Analysis and Parsing IJCNLP 2017
Benben: A Chinese Intelligent Conversational Robot ACL 2017
Transition-Based Disfluency Detection using LSTMs EMNLP 2017
SemEval-2016 Task 9: Chinese Semantic Dependency Parsing SEMEVAL 2016
A Neural Attention Model for Disfluency Detection COLING 2016
A Unified Architecture for Semantic Role Labeling and Relation Classification COLING 2016
Exploring Segment Representations for Neural Segmentation Models IJCAI 2016
-Search for Incremental Parsing IJCAI 2016
A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks COLING 2016
Cross-lingual Dependency Parsing Based on Distributed Representations ACL 2015
Transition-Based Syntactic Linearization NAACL 2015
Cross-lingual Dependency Parsing Based on Distributed Representations IJCNLP 2015
Character-Level Chinese Dependency Parsing ACL 2014
Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources COLING 2014
Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations EMNLP 2014
Revisiting Embedding Features for Simple Semi-supervised Learning EMNLP 2014
Jointly or Separately: Which is Better for Parsing Heterogeneous Dependencies? COLING 2014
Sentence Compression for Target-Polarity Word Collocation Extraction COLING 2014
Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging EACL 2014
Learning Semantic Hierarchies via Word Embeddings ACL 2014
Named Entity Recognition with Bilingual Constraints NAACL 2013
Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition ACL 2013
Chinese Parsing Exploiting Characters ACL 2013
Stacking Heterogeneous Joint Models of Chinese POS Tagging and Dependency Parsing COLING 2012
Exploiting Multiple Treebanks for Parsing with Quasi-synchronous Grammars ACL 2012
A Comparison of Chinese Parsers for Stanford Dependencies ACL 2012
SemEval-2012 Task 5: Chinese Semantic Dependency Parsing SEMEVAL 2012
A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing COLING 2012
Joint Models for Chinese POS Tagging and Dependency Parsing EMNLP 2011
Improving Chinese POS Tagging with Dependency Parsing IJCNLP 2011
Word Sense Disambiguation Corpora Acquisition via Confirmation Code IJCNLP 2011
A Graph-based Method for Entity Linking IJCNLP 2011
HIT-CIR: An Unsupervised WSD System Based on Domain Most Frequent Sense Estimation SEMEVAL 2010
Jointly Modeling WSD and SRL with Markov Logic COLING 2010
Improving Semantic Role Labeling with Word Sense NAACL 2010
LTP: A Chinese Language Technology Platform COLING 2010
Multilingual Dependency-based Syntactic and Semantic Parsing CONLL 2009
Fast Computing Grammar-driven Convolution Tree Kernel for Semantic Role Labeling IJCNLP 2008
A Cascaded Syntactic and Semantic Dependency Parsing System CONLL 2008
A Grammar-driven Convolution Tree Kernel for Semantic Role Classification ACL 2007
HIT-IR-WSD: A WSD System for English Lexical Sample Task SEMEVAL 2007
A Hybrid Convolution Tree Kernel for Semantic Role Labeling COLING 2006
A Hybrid Convolution Tree Kernel for Semantic Role Labeling ACL 2006
Improved-Edit-Distance Kernel for Chinese Relation Extraction IJCNLP 2005
Semantic Role Labeling System Using Maximum Entropy Classifier CONLL 2005