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Rada Mihalcea

  1. MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in\n Conversations
    2018/10/04 by Soujanya Poria, Devamanyu Hazarika, Poria, Soujanya +9 · 86 citations
    Computer Science · Psychology · #Sentiment Analysis and Opinion Mining #Emotion and Mood Recognition #Speech and dialogue systems
  2. Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research
    2020/05/01 by Soujanya Poria, Poria, Soujanya, Devamanyu Hazarika +5 · 1 voice · 5 citations
    #cs.CL #cs.IR
  3. Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models
    2023/05/21 by Oana Ignat, Ignat, Oana, Zhijing Jin +41 · 4 voices · 1 citation
    #cs.CL #cs.AI
  4. Automatic Detection of Fake News
    2017/08/23 by Verónica Pérez‐Rosas, Bennett Kleinberg, Pérez-Rosas, Verónica +5 · 17 citations
    Computer Science · Social Sciences · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Spam and Phishing Detection
  5. Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization
    2024/04/15 by Navonil Majumder, Majumder, Navonil, Chia-Yu Hung +9 · 29 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  6. Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents
    2024/04/25 by Giorgio Piatti, Zhijing Jin, Piatti, Giorgio +9 · 27 citations
    Computer Science · Decision Sciences · #Auction Theory and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Open Source Software Innovations
  7. Can Large Language Models Infer Causation from Correlation?
    2023/06/09 by Zhijing Jin, Jiarui Liu, Jin, Zhijing +13 · 20 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
  8. A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity
    2024/01/03 by Andrew Lee, Lee, Andrew, Bai, Xiaoyan +8 · 22 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
  9. Language Model Alignment in Multilingual Trolley Problems
    2024/07/02 by Zhijing Jin, Max Kleiman-Weiner, Jin, Zhijing +22 · 2 voices · 13 citations
    Computer Science · #Natural Language Processing Techniques
  10. How Do AI Agents Spend Your Money? Analyzing and Predicting Token Consumption in Agentic Coding Tasks
    2026/04/24 by Longju Bai, Zhemin Huang, Xingyao Wang +5 · 5 voices · 2 citations
    #cs.CL #cs.AI #cs.CY #cs.HC #cs.SE
  11. Position: Towards Bidirectional Human-AI Alignment
    2024/06/13 by Hua Shen, Shen, Hua, Tiffany Knearem +45 · 2 voices · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #cs.AI #cs.CL #cs.HC
  12. A Review of Deep Learning Techniques for Speech Processing
    2023/04/30 by Ambuj Mehrish, Mehrish, Ambuj, Navonil Majumder +7 · 10 citations
    Computer Science · #Speech Recognition and Synthesis #Music and Audio Processing #Speech and Audio Processing
  13. Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense
    2024/05/07 by Siqi Shen, Lajanugen Logeswaran, Shen, Siqi +9 · 13 citations
    Computer Science · #Natural Language Processing Techniques
  14. EmoBench: Evaluating the Emotional Intelligence of Large Language Models
    2024/02/19 by Sahand Sabour, Siyang Liu, Sabour, Sahand +17 · 11 citations
    Computer Science · #Topic Modeling #Machine Learning in Healthcare
  15. Towards Implicit Bias Detection and Mitigation in Multi-Agent LLM Interactions
    2024/10/03 by Angana Borah, Borah, Angana, Rada Mihalcea +1 · 15 citations
    Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  16. You Are What You Annotate: Towards Better Models through Annotator Representations
    2023/05/24 by Naihao Deng, Deng, Naihao, Xinliang Frederick Zhang +9 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  17. COSMIC: COmmonSense knowledge for eMotion Identification in\n Conversations
    2020/10/06 by Deepanway Ghosal, Ghosal, Deepanway, Navonil Majumder +7 · 5 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
  18. Causally Testing Gender Bias in LLMs: A Case Study on Occupational Bias
    2022/12/20 by Chen, Yuen, Justus Mattern, Raghuram, Vethavikashini Chithrra +5 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text Readability and Simplification #Topic Modeling
  19. Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions
    2024/01/17 by Pengfei Hong, Hong, Pengfei, Navonil Majumder +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Open Education and E-Learning
  20. Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts
    2023/10/31 by Deepanway Ghosal, Ghosal, Deepanway, Navonil Majumder +7 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Human Pose and Action Recognition
  21. Towards Automatic Detection of Misinformation in Online Medical Videos
    2019/09/04 by Rui Hou, Verónica Pérez‐Rosas, Hou, Rui +5 · 2 citations
    Computer Science · Social Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Misinformation and Its Impacts #Spam and Phishing Detection #Topic Modeling
  22. Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding
    2023/03/02 by Yingting Li, Ambuj Mehrish, Li, Yingting +13 · 3 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling
  23. Implicit Personalization in Language Models: A Systematic Study
    2024/05/23 by Zhijing Jin, Jin, Zhijing, Nils Heil +13 · 1 voice · 3 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.CY #cs.HC #cs.LG
  24. MUSER: MUltimodal Stress Detection using Emotion Recognition as an Auxiliary Task
    2021/05/17 by Yiqun Yao, Michalis Papakostas, Yao, Yiqun +7 · 2 citations
    Psychology · Computer Science · #Emotion and Mood Recognition #Sentiment Analysis and Opinion Mining #Mental Health via Writing
  25. CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues
    2022/03/25 by Deepanway Ghosal, Siqi Shen, Ghosal, Deepanway +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  26. Dynamic Reward Adjustment in Multi-Reward Reinforcement Learning for Counselor Reflection Generation
    2024/03/20 by Do June Min, Verónica Pérez‐Rosas, Min, Do June +5 · 3 citations
    Psychology · #Psychological Treatments and Assessments #Psychology of Development and Education #Counseling Practices and Supervision
  27. MuSE-ing on the Impact of Utterance Ordering On Crowdsourced Emotion\n Annotations
    2019/03/27 by Mimansa Jaiswal, Jaiswal, Mimansa, Zakaria Aldeneh +11 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  28. How developments in natural language processing help us in understanding human behaviour
    2024/10/22 by Rada Mihalcea, Laura Biester, Ryan L. Boyd +6 · 6 citations
    Computer Science · Social Sciences · #Sentiment Analysis and Opinion Mining #Misinformation and Its Impacts #Advanced Text Analysis Techniques
  29. R3: "This is My SQL, Are You With Me?" A Consensus-Based Multi-Agent System for Text-to-SQL Tasks
    2024/02/20 by Hanchen Xia, Xia, Hanchen, Feng Jiang +11 · 2 citations
    Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Semantic Web and Ontologies
  30. MOMENTS: A Comprehensive Multimodal Benchmark for Theory of Mind
    2025/07/06 by Emilio Villa-Cueva, Sharif Ahmed, Villa-Cueva, Emilio +17 · 4 citations
    Neuroscience · Psychology · #Categorization, perception, and language #Cognitive Science and Education Research #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language, Metaphor, and Cognition
  31. Rethinking Table Instruction Tuning
    2025/01/24 by Naihao Deng, Deng, Naihao, Rada Mihalcea +1 · 3 citations
    Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Experimental Learning in Engineering #FOS: Computer and information sciences #Multimedia Communication and Technology #Video Analysis and Summarization
  32. Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication
    2021/06/22 by Navonil Majumder, Deepanway Ghosal, Majumder, Navonil +9 · 1 citation
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Humor Studies and Applications #Natural Language Processing Techniques #Topic Modeling
  33. NLP for Social Good: A Survey and Outlook of Challenges, Opportunities, and Responsible Deployment
    2025/05/28 by Antonia Karamolegkou, Karamolegkou, Antonia, Angana Borah +62 · 2 voices · 3 citations
    #cs.CL #cs.CY
  34. Evaluation Framework for AI Systems in "the Wild"
    2025/04/23 by Sarah Jabbour, Trenton Chang, Jabbour, Sarah +29 · 3 citations
    Business, Management and Accounting · Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  35. When Ethics and Payoffs Diverge: LLM Agents in Morally Charged Social Dilemmas
    2025/05/25 by Steffen Backmann, Backmann, Steffen, David Guzman Piedrahita +10 · 4 citations
    Economics, Econometrics and Finance · #Law, Economics, and Judicial Systems #cs.AI #cs.CL #cs.CY
  36. VERVE: Template-based ReflectiVE Rewriting for MotiVational IntErviewing
    2023/11/14 by Do June Min, Min, Do June, Verónica Pérez‐Rosas +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  37. Mind the (Belief) Gap: Group Identity in the World of LLMs
    2025/03/03 by Angana Borah, Borah, Angana, Marwa Houalla +3 · 3 citations
    Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Private Equity and Venture Capital
  38. Annotations on a Budget: Leveraging Geo-Data Similarity to Balance Model Performance and Annotation Cost
    2024/03/12 by Oana Ignat, Ignat, Oana, Longju Bai +5 · 2 citations
    Social Sciences · #Geographic Information Systems Studies
  39. Whose wife is it anyway? Assessing bias against same-gender relationships in machine translation
    2024/01/10 by Ian Stewart, Rada Mihalcea, Stewart, Ian +1 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #K.4.1 #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Text Readability and Simplification
  40. Are Language Models Consequentialist or Deontological Moral Reasoners?
    2025/05/27 by Keenan Samway, Samway, Keenan, Max Kleiman‐Weiner +9 · 3 citations
    Arts and Humanities · Computer Science · Social Sciences · #Computation and Language (cs.CL) #Epistemology, Ethics, and Metaphysics #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  41. Why AI Is WEIRD and Should Not Be This Way: Towards AI For Everyone, With Everyone, By Everyone
    2024/10/09 by Rada Mihalcea, Mihalcea, Rada, Oana Ignat +17 · 1 voice · 1 citation
    Computer Science · Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #cs.CY
  42. Chumor 2.0: Towards Benchmarking Chinese Humor Understanding
    2024/12/23 by Ruiqi He, He, Ruiqi, Yongchuan He +17 · 1 citation
    Arts and Humanities · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Shakespeare, Adaptation, and Literary Criticism
  43. The Power of Many: Multi-Agent Multimodal Models for Cultural Image Captioning
    2024/11/18 by Longju Bai, Angana Borah, Bai, Longju +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Video Analysis and Summarization
  44. Democratic or Authoritarian? Probing a New Dimension of Political Biases in Large Language Models
    2025/06/15 by David Guzman Piedrahita, Piedrahita, David Guzman, Irene Strauss +7 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Hate Speech and Cyberbullying Detection
  45. Are Human Interactions Replicable by Generative Agents? A Case Study on Pronoun Usage in Hierarchical Interactions
    2025/01/25 by Naihao Deng, Rada Mihalcea, Deng, Naihao +1 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling