Wanxiang Che

Dashboard2Code: Evaluating Multimodal Models on Reconstructing Interactive Dashboards ACL 2026 HuoziIME: An On-Device LLM-Enhanced Input Method for Deep Personalization ACL 2026 When Does Language Matter? Multilingual Instructions Reveal Step-wise Language Sensitivity in Vision-Language-Action Models ACL 2026 OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Models ACL 2026 ArcLight: A Lightweight LLM Inference Architecture for Many-Core CPUs ACL 2026 CAMERA: Multi-Matrix Joint Compression for MoE Models via Micro-Expert Redundancy Analysis 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 Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities AAAI 2026 Scaling Laws for Code: A More Data-Hungry Regime ACL 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 Grammatical Error Correction via Contextual Data Augmentation ACL 2024 Concise and Precise Context Compression for Tool-Using Language Models ACL 2024 Decoupling Breaks Data Barriers: A Decoupled Pre-training Framework for Multi-intent Spoken Language Understanding IJCAI 2024 Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts EMNLP 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 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 Improving Language Model Reasoning with Self-motivated Learning COLING 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 Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought NIPS 2024 LM-Combiner: A Contextual Rewriting Model for Chinese Grammatical Error Correction COLING 2024 M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought ACL 2024 Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification AAAI 2024 Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models AAAI 2024 Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes ACL 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 A Survey on Natural Language Processing for Programming COLING 2024 AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought ACL 2024 Language Anisotropic Cross-Lingual Model Editing ACL 2023 MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System ACL 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 CLIPText: A New Paradigm for Zero-shot Text Classification ACL 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 OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding ACL 2023 BEATs: Audio Pre-Training with Acoustic Tokenizers ICML 2023 Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding AAAI 2022 Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging ACL 2022 Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge EMNLP 2022 HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding EMNLP 2022 TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack EMNLP 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 CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue COLING 2022 GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022 Dynamic Connected Networks for Chinese Spelling Check 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 Consistency Regularization for Cross-Lingual Fine-Tuning ACL 2021 A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples 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 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 HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser CONLL 2020 A Sentence Cloze Dataset for Chinese Machine Reading Comprehension COLING 2020 Discriminative Sentence Modeling for Story Ending Prediction AAAI 2020 DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification AAAI 2020 Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses 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 HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser EMNLP 2020 Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation AAAI 2020 Combining ResNet and Transformer for Chinese Grammatical Error Diagnosis AACL 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 Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network ACL 2020 Cross-Lingual Machine Reading Comprehension IJCNLP 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 A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding IJCNLP 2019 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 Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation CONLL 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 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 Parsing Tweets into Universal Dependencies NAACL 2018 An AMR Aligner Tuned by Transition-based Parser EMNLP 2018 Transition-Based Disfluency Detection using LSTMs EMNLP 2017 The HIT-SCIR System for End-to-End Parsing of Universal Dependencies CONLL 2017 Benben: A Chinese Intelligent Conversational Robot ACL 2017 Deep Learning in Lexical Analysis and Parsing IJCNLP 2017 A Neural Attention Model for Disfluency Detection COLING 2016 SemEval-2016 Task 9: Chinese Semantic Dependency Parsing SEMEVAL 2016 A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks 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 Cross-lingual Dependency Parsing Based on Distributed Representations ACL 2015 Cross-lingual Dependency Parsing Based on Distributed Representations IJCNLP 2015 Transition-Based Syntactic Linearization NAACL 2015 Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources COLING 2014 Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging EACL 2014 Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations EMNLP 2014 Character-Level Chinese Dependency Parsing ACL 2014 Learning Semantic Hierarchies via Word Embeddings ACL 2014 Revisiting Embedding Features for Simple Semi-supervised Learning EMNLP 2014 Sentence Compression for Target-Polarity Word Collocation Extraction COLING 2014 Jointly or Separately: Which is Better for Parsing Heterogeneous Dependencies? COLING 2014 Chinese Parsing Exploiting Characters ACL 2013 Named Entity Recognition with Bilingual Constraints NAACL 2013 Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition ACL 2013 Stacking Heterogeneous Joint Models of Chinese POS Tagging and Dependency Parsing COLING 2012 A Comparison of Chinese Parsers for Stanford Dependencies ACL 2012 Exploiting Multiple Treebanks for Parsing with Quasi-synchronous Grammars 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 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 Joint Models for Chinese POS Tagging and Dependency Parsing EMNLP 2011 HIT-CIR: An Unsupervised WSD System Based on Domain Most Frequent Sense Estimation SEMEVAL 2010 Improving Semantic Role Labeling with Word Sense NAACL 2010 Jointly Modeling WSD and SRL with Markov Logic COLING 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 HIT-IR-WSD: A WSD System for English Lexical Sample Task SEMEVAL 2007 A Grammar-driven Convolution Tree Kernel for Semantic Role Classification ACL 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