Bin Liang

EventWeave: A Dynamic Framework for Capturing Core and Supporting Events in Dialogue Systems ACL 2026 MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents AAAI 2026 MIND Your Reasoning: A Meta-Cognitive Intuitive-Reflective Network for Dual-Reasoning in Multimodal Stance Detection ACL 2026 Robust Tool Use via Fission-GRPO: Learning to Recover from Execution Errors ACL 2026 Shadows in the Code: Exploring the Risks and Defenses of LLM-based Multi-Agent Software Development Systems AAAI 2026 SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding ACL 2026 A Comprehensive Evaluation on Event Reasoning of Large Language Models AAAI 2025 A Multi-persona Framework for Argument Quality Assessment ACL 2025 A New Formula for Sticker Retrieval: Reply with Stickers in Multi-Modal and Multi-Session Conversation AAAI 2025 Centrality-guided Pre-training for Graph ICLR 2025 CoCoCo: Improving Text-Guided Video Inpainting for Better Consistency, Controllability and Compatibility AAAI 2025 COPR: Continual Human Preference Learning via Optimal Policy Regularization ACL 2025 CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation ACL 2025 Correcting Large Language Model Behavior via Influence Function AAAI 2025 CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery ICLR 2025 Episodic Novelty Through Temporal Distance ICLR 2025 Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework EMNLP 2025 Learning First-Order Logic Rules for Argumentation Mining ACL 2025 MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models EMNLP 2025 Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration NAACL 2025 MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models ACL 2025 PEARL: Towards Permutation-Resilient LLMs ICLR 2025 ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning EMNLP 2025 T2: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering EMNLP 2025 Adaptive Graph Learning for Multimodal Conversational Emotion Detection AAAI 2024 Adversarial Learning for Multi-Lingual Entity Linking ACL 2024 Auto-ACE: An Automatic Answer Correctness Evaluation Method for Conversational Question Answering ACL 2024 Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs ICML 2024 Decomposing Argumentative Essay Generation via Dialectical Planning of Complex Reasoning ACL 2024 Discourse Structure-Aware Prefix for Generation-Based End-to-End Argumentation Mining ACL 2024 Efficient Multi-agent Reinforcement Learning by Planning ICLR 2024 Fine-tuning after Prompting: an Explainable Way for Classification ACL 2024 In-Context Example Retrieval from Multi-Perspectives for Few-Shot Aspect-Based Sentiment Analysis COLING 2024 JoTR: A Joint Transformer and Reinforcement Learning Framework for Dialogue Policy Learning COLING 2024 Learning Diverse Risk Preferences in Population-Based Self-Play AAAI 2024 Multi-modal Stance Detection: New Datasets and Model ACL 2024 Multiple Knowledge-Enhanced Interactive Graph Network for Multimodal Conversational Emotion Recognition EMNLP 2024 NeuralPlane: An Efficiently Parallelizable Platform for Fixed-wing Aircraft Control with Reinforcement Learning NeurIPS 2024 PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Fusion in Question Answering ACL 2024 PITA: Prompting Task Interaction for Argumentation Mining ACL 2024 An Empirical Study of Sentiment-Enhanced Pre-Training for Aspect-Based Sentiment Analysis ACL 2023 An Empirical Study on Multiple Knowledge from ChatGPT for Emotion Recognition in Conversations EMNLP 2023 A Training-Free Debiasing Framework with Counterfactual Reasoning for Conversational Emotion Detection EMNLP 2023 Context or Knowledge is Not Always Necessary: A Contrastive Learning Framework for Emotion Recognition in Conversations ACL 2023 CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models UAI 2023 Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs EMNLP 2023 Evaluation Metrics in the Era of GPT-4: Reliably Evaluating Large Language Models on Sequence to Sequence Tasks EMNLP 2023 In-context Learning for Few-shot Multimodal Named Entity Recognition EMNLP 2023 MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System ACL 2023 Probing Graph Decomposition for Argument Pair Extraction ACL 2023 Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models EMNLP 2023 Set Learning for Generative Information Extraction EMNLP 2023 Stance Detection on Social Media with Background Knowledge EMNLP 2023 Target-to-Source Augmentation for Aspect Sentiment Triplet Extraction EMNLP 2023 A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer Mechanism EMNLP 2022 Boundary-Driven Table-Filling for Aspect Sentiment Triplet Extraction EMNLP 2022 CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation EMNLP 2022 Domain Generalization by Learning and Removing Domain-specific Features NeurIPS 2022 JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection ACL 2022 Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis COLING 2022 Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network ACL 2022 Offline Reinforcement Learning with Value-based Episodic Memory ICLR 2022 Probing Structural Knowledge from Pre-trained Language Model for Argumentation Relation Classification EMNLP 2022 SEMGraph: Incorporating Sentiment Knowledge and Eye Movement into Graph Model for Sentiment Analysis EMNLP 2022 Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph EMNLP 2021 Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge EMNLP 2021 Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis COLING 2020 Context-aware Embedding for Targeted Aspect-based Sentiment Analysis ACL 2019 Deep Text Classification Can be Fooled IJCAI 2018