← Authors

Erik Cambria

74 papers · 2015–2026 · 11 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (11) πŸ—ΊοΈ Taxonomy Completionist (104) 🌈 Renaissance Researcher (11) 🐝 Cross-Pollinator (13) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (10) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (21) πŸ‘₯ Mega-Team (30) πŸ† Keyword Champion (2) πŸ”¬ Deep Specialist (15) 🀝 Dynamic Duo (17) πŸ’Ž Century Club (69) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (305) ⚑ Prolific Year (7) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (6) πŸš€ Conference Pioneer

Conferences

ACL (21) EMNLP (16) AAAI (10) COLING (10) NAACL (6) SEMEVAL (4) EACL (2) IJCAI (2) AACL (1) ICLR (1) IJCNLP (1)

Top co-authors

Rui Mao (20) Soujanya Poria (17) Devamanyu Hazarika (8) Ranjan Satapathy (7) Zonglin Yang (6) Louis-Philippe Morency (5) Rada Mihalcea (4) Xulang Zhang (4) Amir Zadeh (4) Kai He (4)

Keywords

large language model (14) sentiment analysis (11) emotion recognition (10) multimodal learning (9) dialogue system (7) text classification (6) named entity recognition (6) question answering (4) knowledge graph (4) multimodal sentiment analysis (4) sentiment classification (4) semantic analysis (4) natural language processing (4) zero-shot learning (3) aspect-based sentiment analysis (3) cross-lingual transfer (3) attention mechanism (3) contrastive learning (3) text generation (3) video understanding (3)

Papers

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