Yasheng Wang

EssayBench: Evaluating Large Language Models in Multi-Genre Chinese Essay Writing AAAI 2026 ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool learning AAAI 2026 Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger ACL 2025 Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation ACL 2025 Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization ICLR 2025 Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step NAACL 2025 CodePRM: Execution Feedback-enhanced Process Reward Model for Code Generation ACL 2025 CoIR: A Comprehensive Benchmark for Code Information Retrieval Models ACL 2025 Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge ACL 2025 DebateCoder: Towards Collective Intelligence of LLMs via Test Case Driven LLM Debate for Code Generation ACL 2025 Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape ICML 2025 Humanity’s Last Code Exam: Can Advanced LLMs Conquer Human’s Hardest Code Competition? EMNLP 2025 Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction ACL 2025 Learning Evolving Tools for Large Language Models ICLR 2025 NILE: Internal Consistency Alignment in Large Language Models EMNLP 2025 NL-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging EMNLP 2025 Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance ICLR 2025 RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation EMNLP 2025 RevisEval: Improving LLM-as-a-Judge via Response-Adapted References ICLR 2025 Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification ACL 2025 SPA-BENCH: A COMPREHENSIVE BENCHMARK FOR SMARTPHONE AGENT EVALUATION ICLR 2025 Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs’ Reasoning EMNLP 2025 ToolACE: Winning the Points of LLM Function Calling ICLR 2025 ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis NAACL 2025 Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation ACL 2024 Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions ACL 2024 Improving Language Model Reasoning with Self-motivated Learning COLING 2024 Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios ACL 2024 ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models ACL 2024 UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval COLING 2024 A Synthetic Data Generation Framework for Grounded Dialogues ACL 2023 DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering ACL 2023 HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks ACL 2023 Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment EMNLP 2023 KPT: Keyword-Guided Pre-training for Grounded Dialog Generation AAAI 2023 Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues EMNLP 2023 Learning Summary-Worthy Visual Representation for Abstractive Summarization in Video IJCAI 2023 MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions ACL 2023 One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems ACL 2023 Retrieval-free Knowledge Injection through Multi-Document Traversal for Dialogue Models ACL 2023 AEG: Argumentative Essay Generation via A Dual-Decoder Model with Content Planning EMNLP 2022 CINS: Comprehensive Instruction for Few-Shot Learning in Task-Oriented Dialog Systems AAAI 2022 CoCA-MDD: A Coupled Cross-Attention based Framework for Streaming Mispronunciation Detection and Diagnosis Interspeech 2022 CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training NAACL 2022 Compilable Neural Code Generation with Compiler Feedback ACL 2022 Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation EMNLP 2022 Leveraging Only the Category Name for Aspect Detection through Prompt-based Constrained Clustering EMNLP 2022 LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework NAACL 2022 Momentum Contrastive Pre-training for Question Answering EMNLP 2022 Offline-to-Online Co-Evolutional User Simulator and Dialogue System EMNLP 2022 Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation COLING 2022 Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing EMNLP 2022 Sparse Structure Search for Delta Tuning NeurIPS 2022 Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark EMNLP 2022 UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues ACL 2022 UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation AAAI 2022 Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning ACL 2021 Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger ACL 2021 Multi-Channel Reverse Dictionary Model AAAI 2020 Sentiment Lexicon Expansion Based on Neural PU Learning, Double Dictionary Lookup, and Polarity Association EMNLP 2017