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Soujanya Poria

  1. δ-mem: Efficient Online Memory for Large Language Models
    2026/05/12 by Jingdi Lei, Di Zhang, Junxian Li +7 · 24 voices · 2 citations
    #cs.AI
  2. MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in\n Conversations
    2018/10/04 by Soujanya Poria, Poria, Soujanya, Devamanyu Hazarika +9 · 86 citations
    Computer Science · Psychology · #Sentiment Analysis and Opinion Mining #Emotion and Mood Recognition #Speech and dialogue systems
  3. 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
  4. MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis
    2020/05/07 by Devamanyu Hazarika, Hazarika, Devamanyu, Roger Zimmermann +3 · 35 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Humor Studies and Applications #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Speech and Audio Processing #Video Analysis and Summarization
  5. LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models
    2023/04/04 by Zhiqiang Hu, Hu, Zhiqiang, Lei Wang +14 · 46 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  6. Memory Fusion Network for Multi-view Sequential Learning
    2018/02/03 by Amir Zadeh, Zadeh, Amir, Paul Pu Liang +9 · 24 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning and ELM
  7. Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization
    2024/04/15 by Navonil Majumder, Chia-Yu Hung, Majumder, Navonil +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
  8. Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources
    2023/05/22 by Xingxuan Li, Li, Xingxuan, Zhao, Ruochen +10 · 21 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
  9. Mustango: Toward Controllable Text-to-Music Generation
    2023/11/14 by Jan Melechovský, Zixun Guo, Melechovsky, Jan +9 · 21 citations
    Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Digital Humanities and Scholarship #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #electronic engineering #information engineering
  10. DialogueGCN: A Graph Convolutional Neural Network for Emotion\n Recognition in Conversation
    2019/08/30 by Deepanway Ghosal, Ghosal, Deepanway, Navonil Majumder +7 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Speech and dialogue systems #Topic Modeling
  11. Large Language Models for Automated Open-domain Scientific Hypotheses Discovery
    2023/09/06 by Zonglin Yang, Yang, Zonglin, Xinya Du +9 · 17 citations
    Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #Topic Modeling
  12. Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model
    2023/04/24 by Deepanway Ghosal, Ghosal, Deepanway, Navonil Majumder +5 · 15 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 and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  13. Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering
    2021/01/04 by Fengbin Zhu, Wenqiang Lei, Zhu, Fengbin +9 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  14. A Review of Deep Learning Techniques for Speech Processing
    2023/04/30 by Ambuj Mehrish, Navonil Majumder, Mehrish, Ambuj +7 · 10 citations
    Computer Science · #Speech Recognition and Synthesis #Music and Audio Processing #Speech and Audio Processing
  15. NORA: A Small Open-Sourced Generalist Vision Language Action Model for Embodied Tasks
    2025/04/28 by Chia-Yu Hung, Qi Sun, Hung, Chia-Yu +13 · 30 citations
    Computer Science · Engineering · Psychology · #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Social Robot Interaction and HRI
  16. Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal\n Sentiment Analysis
    2021/07/28 by Wei Han, Han, Wei, Hui Chen +9 · 7 citations
    Computer Science · Social Sciences · #Advanced Computing and Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Rough Sets and Fuzzy Logic #Sentiment Analysis and Opinion Mining
  17. 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
  18. PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns
    2024/03/20 by Yew Ken Chia, Vernon Toh Yan Han, Chia, Yew Ken +7 · 12 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  19. Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning
    2024/12/16 by Qi Sun, Sun, Qi, Pengfei Hong +11 · 18 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Robotics (cs.RO) #Semantic Web and Ontologies
  20. 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
  21. RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction
    2022/03/17 by Yew Ken Chia, Chia, Yew Ken, Lidong Bing +5 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  22. MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
    2024/10/09 by Zonglin Yang, Yang, Zonglin, Ben Gao +14 · 11 citations
    Computer Science · Materials Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
  23. A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks
    2016/10/27 by Soujanya Poria, Poria, Soujanya, Erik Cambria +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  24. Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse
    2024/09/17 by Song, Maojia, Shang Hong Sim, Rishabh Bhardwaj +8 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  25. Are Language Models Puzzle Prodigies? Algorithmic Puzzles Unveil Serious Challenges in Multimodal Reasoning
    2024/03/06 by Deepanway Ghosal, Ghosal, Deepanway, Vernon Toh Yan Han +5 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
  26. M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework
    2024/11/09 by Yew Ken Chia, Chia, Yew Ken, Liying Cheng +12 · 8 citations
    Computer Science · #Natural Language Processing Techniques
  27. Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions
    2024/01/17 by Pengfei Hong, Navonil Majumder, Hong, Pengfei +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Open Education and E-Learning
  28. Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding
    2023/03/02 by Yingting Li, Li, Yingting, Ambuj Mehrish +13 · 3 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling
  29. A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond
    2023/05/22 by Abhinav Ramesh Kashyap, Kashyap, Abhinav Ramesh, Thanh-Tung Nguyen +9 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  30. Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations
    2024/06/17 by Rima Hazra, Hazra, Rima, Sayan Layek +5 · 5 citations
    Computer Science · Engineering · Decision Sciences · #Software Reliability and Analysis Research #Safety Systems Engineering in Autonomy #Risk and Safety Analysis
  31. PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis
    2024/08/18 by Meng Luo, Luo, Meng, Bobo Li +14 · 4 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining
  32. CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues
    2022/03/25 by Deepanway Ghosal, Ghosal, Deepanway, Siqi Shen +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
  33. Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts
    2023/10/31 by Deepanway Ghosal, Navonil Majumder, Ghosal, Deepanway +7 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Human Pose and Action Recognition
  34. CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models
    2024/03/31 by Xiang Li, Fan Bu, Li, Xiang +11 · 3 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and dialogue systems #Natural Language Processing Techniques
  35. MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences
    2022/10/23 by Wei Han, Hui Chen, Han, Wei +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Speech Recognition and Synthesis
  36. WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs
    2022/09/27 by Hoang Thang Ta, Ta, Hoang Thang, Abu Bakar Siddiqur Rahman +13 · 2 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Wikis in Education and Collaboration
  37. Contrastive Chain-of-Thought Prompting
    2023/11/15 by Yew Ken Chia, Chia, Yew Ken, Guizhen Chen +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  38. Language Model Unalignment: Parametric Red-Teaming to Expose Hidden Harms and Biases
    2023/10/22 by Rishabh Bhardwaj, Bhardwaj, Rishabh, Soujanya Poria +1 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  39. Not All Votes Count! Programs as Verifiers Improve Self-Consistency of Language Models for Math Reasoning
    2024/10/16 by Vernon Toh, Toh, Vernon Y. H., Deepanway Ghosal +3 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques
  40. Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication
    2021/06/22 by Navonil Majumder, Majumder, Navonil, Deepanway Ghosal +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
  41. Inference Time Alignment with Reward-Guided Tree Search
    2024/06/21 by Chia-Yu Hung, Navonil Majumder, Hung, Chia-Yu +5 · 2 citations
    Engineering · #Scheduling and Optimization Algorithms
  42. KNOT: Knowledge Distillation using Optimal Transport for Solving NLP Tasks
    2021/10/06 by Rishabh Bhardwaj, Bhardwaj, Rishabh, Tushar Vaidya +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  43. Lessons from Training Grounded LLMs with Verifiable Rewards
    2025/06/18 by Shang Hong Sim, Sim, Shang Hong, Tej Deep Pala +13 · 4 citations
    Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
  44. DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification
    2022/09/12 by Hui Chen, Chen, Hui, Wei Han +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Music and Audio Processing #Text and Document Classification Technologies
  45. Factorized Multimodal Transformer for Multimodal Sequential Learning
    2019/11/22 by Amir Zadeh, Zadeh, Amir, Chengfeng Mao +11 · 1 citation
    Computer Science · #Speech and dialogue systems #Speech Recognition and Synthesis #Topic Modeling
  46. 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
  47. Two are better than one: Context window extension with multi-grained self-injection
    2024/10/25 by Wei Han, Han, Wei, Pan Zhou +5 · 1 citation
    Computer Science · #Data Visualization and Analytics #Advanced Database Systems and Queries #Data Stream Mining Techniques
  48. Σ-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems
    2026/07/30 by Peilin Feng, Suorong Yang, Soujanya Poria
    Computer Science · #cs.MA #cs.AI
  49. IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation
    2026/07/24 by Varun Gumma, Navonil Majumder, Soumitra Sinhahajari +1
    #cs.AI