Lin Gui

MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents AAAI 2026 SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding ACL 2026 Beyond Perplexity: Let the Reader Select Retrieval Summaries via Spectrum Projection Score AAAI 2026 PECAN: LLM-Guided Dynamic Progress Control with Attention-Guided Hierarchical Weighted Graph for Long-Document QA ACL 2025 RoleMRC: A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following ACL 2025 Centrality-guided Pre-training for Graph ICLR 2025 GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery EMNLP 2025 Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages EMNLP 2025 Sparse Activation Editing for Reliable Instruction Following in Narratives EMNLP 2025 Correcting Large Language Model Behavior via Influence Function AAAI 2025 Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework EMNLP 2025 Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration NAACL 2025 Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time EMNLP 2025 Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration ICML 2025 Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering ACL 2025 COPR: Continual Human Preference Learning via Optimal Policy Regularization ACL 2025 NarrativePlay: Interactive Narrative Understanding EACL 2024 Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems EMNLP 2024 The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis EMNLP 2024 Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective EMNLP 2024 Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs ICML 2024 BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling NIPS 2024 Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning ACL 2024 Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models ACL 2024 Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives ACL 2024 Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond ACL 2024 Multi-modal Stance Detection: New Datasets and Model ACL 2024 CPPO: Continual Learning for Reinforcement Learning with Human Feedback ICLR 2024 NarrativePlay: An Automated System for Crafting Visual Worlds in Novels for Role-Playing AAAI 2024 Concept Algebra for (Score-Based) Text-Controlled Generative Models NIPS 2023 Counterfactual Generation with Identifiability Guarantees NIPS 2023 Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization ACL 2023 PANACEA: An Automated Misinformation Detection System on COVID-19 EACL 2023 Distinguishability Calibration to In-Context Learning EACL 2023 A Scalable Framework for Table of Contents Extraction from Complex ESG Annual Reports EMNLP 2023 Distilling ChatGPT for Explainable Automated Student Answer Assessment EMNLP 2023 Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding EMNLP 2023 Causal Estimation for Text Data with (Apparent) Overlap Violations ICLR 2023 CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models UAI 2023 Addressing token uniformity in transformers via singular value transformation UAI 2022 Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation EMNLP 2022 JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection ACL 2022 Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network ACL 2022 Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews EACL 2021 Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies EACL 2021 A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews NAACL 2021 Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection ACL 2021 Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection IJCNLP 2021 Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction IJCNLP 2021 Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction ACL 2021 Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge EMNLP 2021 Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction ACL 2020 Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis COLING 2020 CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering COLING 2020 A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis EMNLP 2019 Neural Topic Model with Reinforcement Learning EMNLP 2019 Neural Topic Model with Reinforcement Learning IJCNLP 2019 A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis IJCNLP 2019 A Question Answering Approach for Emotion Cause Extraction EMNLP 2017 Stance Classification with Target-specific Neural Attention IJCAI 2017 Intersubjectivity and Sentiment: From Language to Knowledge IJCAI 2016 Event-Driven Emotion Cause Extraction with Corpus Construction EMNLP 2016 Panoptic Studio: A Massively Multiview System for Social Motion Capture ICCV 2015 Cross-lingual Opinion Analysis via Negative Transfer Detection ACL 2014 Incorporating Rule-based and Statistic-based Techniques for Coreference Resolution CONLL 2012