Erik Cambria

Beyond I’m Sorry, I Can’t: Dissecting Large-Language-Model Refusal AAAI 2026 IRIS: Interleaved Reinforcement with Incremental Staged Curriculum for Cross-Lingual Mathematical Reasoning ACL 2026 LLMdoctor: Token-Level Flow-Guided Preference Optimization for Efficient Test-Time Alignment of Large Language Models AAAI 2026 MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning AAAI 2026 MARS: Multi-Agent Adaptive Reasoning with Socratic Guidance for Automated Prompt Optimization AAAI 2026 RefleXNet: Targeted Self-Reflection for Accurate Chest X-ray Reporting AAAI 2026 SEA-BED: How Do Embedding Models Represent Southeast Asian Languages? ACL 2026 A Comprehensive Graph Framework for Question Answering with Mode-Seeking Preference Alignment ACL 2025 Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation EMNLP 2025 From Earnings Calls to Investment Reports: Evaluating Role-based Multi-Agent LLM Systems EMNLP 2025 MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses ICLR 2025 Reasoning with Trees: Faithful Question Answering over Knowledge Graph COLING 2025 SEA-LION: Southeast Asian Languages in One Network IJCNLP 2025 The Plagiarism Singularity Conjecture NAACL 2025 Towards Faithful Natural Language Explanations: A Study Using Activation Patching in Large Language Models EMNLP 2025 Towards Robust ESG Analysis Against Greenwashing Risks: Aspect-Action Analysis with Cross-Category Generalization ACL 2025 Understanding Refusal in Language Models with Sparse Autoencoders EMNLP 2025 When Words Smile: Generating Diverse Emotional Facial Expressions from Text EMNLP 2025 Cross-domain NER with Generated Task-Oriented Knowledge: An Empirical Study from Information Density Perspective EMNLP 2024 EmpathyEar: An Open-source Avatar Multimodal Empathetic Chatbot ACL 2024 GPTEval: A Survey on Assessments of ChatGPT and GPT-4 COLING 2024 How Interpretable are Reasoning Explanations from Prompting Large Language Models? NAACL 2024 Language Models as Inductive Reasoners EACL 2024 Large Language Models for Automated Open-domain Scientific Hypotheses Discovery ACL 2024 MetaPro 2.0: Computational Metaphor Processing on the Effectiveness of Anomalous Language Modeling ACL 2024 Plausible Extractive Rationalization through Semi-Supervised Entailment Signal ACL 2024 Prompted Aspect Key Point Analysis for Quantitative Review Summarization ACL 2024 SarcNet: A Multilingual Multimodal Sarcasm Detection Dataset COLING 2024 Self-training Large Language Models through Knowledge Detection EMNLP 2024 SemEval 2024 - Task 10: Emotion Discovery and Reasoning its Flip in Conversation (EDiReF) SemEval 2024 SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations SemEval 2024 SenticVec: Toward Robust and Human-Centric Neurosymbolic Sentiment Analysis ACL 2024 Through the MUD: A Multi-Defendant Charge Prediction Benchmark with Linked Crime Elements ACL 2024 Understanding Public Perception Towards Weather Disasters Through the Lens of Metaphor IJCAI 2024 Vanessa: Visual Connotation and Aesthetic Attributes Understanding Network for Multimodal Aspect-based Sentiment Analysis EMNLP 2024 End-to-end Case-Based Reasoning for Commonsense Knowledge Base Completion EACL 2023 Finding the Pillars of Strength for Multi-Head Attention ACL 2023 Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning ACL 2023 MetaPro Online: A Computational Metaphor Processing Online System ACL 2023 Neuro-Symbolic Sentiment Analysis with Dynamic Word Sense Disambiguation EMNLP 2023 PAED: Zero-Shot Persona Attribute Extraction in Dialogues ACL 2023 SKIER: A Symbolic Knowledge Integrated Model for Conversational Emotion Recognition AAAI 2023 Task-Aware Self-Supervised Framework for Dialogue Discourse Parsing EMNLP 2023 TECHS: Temporal Logical Graph Networks for Explainable Extrapolation Reasoning ACL 2023 ConNER: Consistency Training for Cross-lingual Named Entity Recognition EMNLP 2022 Explainable Metaphor Identification Inspired by Conceptual Metaphor Theory AAAI 2022 Fusing Task-Oriented and Open-Domain Dialogues in Conversational Agents AAAI 2022 Hierarchical Attention Network for Explainable Depression Detection on Twitter Aided by Metaphor Concept Mappings COLING 2022 HiTKG: Towards Goal-Oriented Conversations via Multi-Hierarchy Learning AAAI 2022 MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER ACL 2022 Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text EMNLP 2020 Financial Sentiment Analysis: An Investigation into Common Mistakes and Silver Bullets COLING 2020 JUSTers at SemEval-2020 Task 4: Evaluating Transformer Models against Commonsense Validation and Explanation SemEval 2020 DialogueRNN: An Attentive RNN for Emotion Detection in Conversations AAAI 2019 MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations ACL 2019 Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications ACL 2019 CASCADE: Contextual Sarcasm Detection in Online Discussion Forums COLING 2018 Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos NAACL 2018 IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis EMNLP 2018 ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection EMNLP 2018 Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis NAACL 2018 Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph ACL 2018 Proceedings of Grand Challenge and Workshop on Human Multimodal Language (Challenge-HML) ACL 2018 Context-Dependent Sentiment Analysis in User-Generated Videos ACL 2017 Tensor Fusion Network for Multimodal Sentiment Analysis EMNLP 2017 Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules ACL 2017 A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks COLING 2016 Label Embedding for Zero-shot Fine-grained Named Entity Typing COLING 2016 SenticNet 4: A Semantic Resource for Sentiment Analysis Based on Conceptual Primitives COLING 2016 Deep Convolutional Neural Network Textual Features and Multiple Kernel Learning for Utterance-level Multimodal Sentiment Analysis EMNLP 2015 Feature Ensemble Plus Sample Selection: Domain Adaptation for Sentiment Classification (Extended Abstract) IJCAI 2015 SeNTU: Sentiment Analysis of Tweets by Combining a Rule-based Classifier with Supervised Learning SemEval 2015