Lin Gui

64 papers · 2012–2026 · 14 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (107) 🌍 Conference Polyglot (14) 🏃 Academic Marathon (13) 🌈 Renaissance Researcher (11) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) 🤝 Dynamic Duo (43) 👑 Triple Crown 🏆 Grand Slam 🔬 Deep Specialist (11) 🧬 Topic Evolution 🏆 Keyword Champion ❓ The Questioner 🗃️ Keyword Collector (264) 🔥 Unstoppable (7) 💎 Century Club (62) ⚡ Prolific Year (13)

Conferences

EMNLP (17) ACL (16) EACL (5) AAAI (4) IJCNLP (4) ICLR (3) NIPS (3) COLING (2) ICML (2) IJCAI (2) NAACL (2) UAI (2) CONLL (1) ICCV (1)

Top co-authors

Yulan He (44) Ruifeng Xu (24) Hanqi Yan (14) Bin Liang (13) Gabriele Pergola (11) Min Yang (8) Jiazheng Li (8) Runcong Zhao (8) Qinglin Zhu (7) Lixing Zhu (6)

Research topics

Understanding (1) Education (1)

Keywords

large language model (16) question answering (6) sentiment analysis (5) reinforcement learning (5) in-context learning (5) narrative understanding (4) graph neural network (4) contrastive learning (4) variational autoencoder (4) neural network (4) representation learning (4) stance detection (4) commonsense knowledge (4) emotion cause extraction (3) neural topic model (3) dialogue system (3) retrieval-augmented generation (3) knowledge graph (3) language model (3) graph convolutional network (3)

Papers

MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents AAAI 2026

Beyond Perplexity: Let the Reader Select Retrieval Summaries via Spectrum Projection Score AAAI 2026

Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering ACL 2025

COPR: Continual Human Preference Learning via Optimal Policy Regularization ACL 2025

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

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

Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework EMNLP 2025

Correcting Large Language Model Behavior via Influence Function AAAI 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

Centrality-guided Pre-training for Graph ICLR 2025

Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives ACL 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

NarrativePlay: Interactive Narrative Understanding EACL 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

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

Addressing token uniformity in transformers via singular value transformation UAI 2022

Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network ACL 2022

Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies EACL 2021

Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge EMNLP 2021

Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction IJCNLP 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

Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews EACL 2021

Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction ACL 2021

A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews NAACL 2021

CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering COLING 2020

Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis COLING 2020

Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction ACL 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

Stance Classification with Target-specific Neural Attention IJCAI 2017

A Question Answering Approach for Emotion Cause Extraction EMNLP 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