Soujanya Poria
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Computer Science
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Computational Linguistics
#2171
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Computer Science
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(Suggest an Edit or Addition)Soujanya Poria's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Recent Trends in Deep Learning Based Natural Language Processing [Review Article] (2017) (2295)
- A review of affective computing: From unimodal analysis to multimodal fusion (2017) (854)
- Aspect extraction for opinion mining with a deep convolutional neural network (2016) (733)
- Tensor Fusion Network for Multimodal Sentiment Analysis (2017) (661)
- Enhanced SenticNet with Affective Labels for Concept-Based Opinion Mining (2013) (498)
- Deep Learning-Based Document Modeling for Personality Detection from Text (2017) (466)
- Context-Dependent Sentiment Analysis in User-Generated Videos (2017) (457)
- Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph (2018) (444)
- Fusing audio, visual and textual clues for sentiment analysis from multimodal content (2016) (416)
- MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations (2018) (411)
- Convolutional MKL Based Multimodal Emotion Recognition and Sentiment Analysis (2016) (404)
- Deep Convolutional Neural Network Textual Features and Multiple Kernel Learning for Utterance-level Multimodal Sentiment Analysis (2015) (367)
- Memory Fusion Network for Multi-view Sequential Learning (2018) (363)
- DialogueRNN: An Attentive RNN for Emotion Detection in Conversations (2018) (361)
- SenticNet 5: Discovering Conceptual Primitives for Sentiment Analysis by Means of Context Embeddings (2018) (329)
- SenticNet 6: Ensemble Application of Symbolic and Subsymbolic AI for Sentiment Analysis (2020) (328)
- Sentic patterns: Dependency-based rules for concept-level sentiment analysis (2014) (328)
- Sentiment Analysis Is a Big Suitcase (2017) (304)
- SenticNet 4: A Semantic Resource for Sentiment Analysis Based on Conceptual Primitives (2016) (291)
- Multi-attention Recurrent Network for Human Communication Comprehension (2018) (286)
- A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks (2016) (277)
- A Rule-Based Approach to Aspect Extraction from Product Reviews (2014) (260)
- Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos (2018) (230)
- DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation (2019) (225)
- Multimodal Sentiment Analysis using Hierarchical Fusion with Context Modeling (2018) (207)
- AffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis (2015) (185)
- Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances (2019) (180)
- Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques (2016) (180)
- Towards an intelligent framework for multimodal affective data analysis (2015) (177)
- ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection (2018) (168)
- Ensemble application of convolutional neural networks and multiple kernel learning for multimodal sentiment analysis (2017) (161)
- EmoSenticSpace: A novel framework for affective common-sense reasoning (2014) (156)
- Sentiment and Sarcasm Classification With Multitask Learning (2019) (155)
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis (2020) (152)
- CASCADE: Contextual Sarcasm Detection in Online Discussion Forums (2018) (143)
- Sentiment Data Flow Analysis by Means of Dynamic Linguistic Patterns (2015) (131)
- Anaphora and Coreference Resolution: A Review (2018) (123)
- Sentic LDA: Improving on LDA with semantic similarity for aspect-based sentiment analysis (2016) (123)
- COSMIC: COmmonSense knowledge for eMotion Identification in Conversations (2020) (123)
- OntoSenticNet: A Commonsense Ontology for Sentiment Analysis (2018) (121)
- Concept-Level Sentiment Analysis with Dependency-Based Semantic Parsing: A Novel Approach (2015) (121)
- Multi-level Multiple Attentions for Contextual Multimodal Sentiment Analysis (2017) (119)
- Multimodal Sentiment Analysis: Addressing Key Issues and Setting Up the Baselines (2018) (118)
- SeNTU: Sentiment Analysis of Tweets by Combining a Rule-based Classifier with Supervised Learning (2015) (107)
- Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering (2021) (106)
- Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper) (2019) (101)
- Common Sense Knowledge Based Personality Recognition from Text (2013) (93)
- Merging SenticNet and WordNet-Affect emotion lists for sentiment analysis (2012) (91)
- Contextual Inter-modal Attention for Multi-modal Sentiment Analysis (2018) (87)
- Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis (2019) (86)
- Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research (2020) (83)
- Modelling Public Sentiment in Twitter: Using Linguistic Patterns to Enhance Supervised Learning (2015) (82)
- IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis (2018) (81)
- The CLSA Model: A Novel Framework for Concept-Level Sentiment Analysis (2015) (79)
- MIME: MIMicking Emotions for Empathetic Response Generation (2020) (74)
- A Deep Learning Approach for Multimodal Deception Detection (2018) (69)
- Dependency-Based Semantic Parsing for Concept-Level Text Analysis (2014) (66)
- Enriching SenticNet Polarity Scores through Semi-Supervised Fuzzy Clustering (2012) (64)
- Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis (2018) (56)
- Investigating Gender Bias in BERT (2020) (56)
- Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis (2021) (48)
- Conversational transfer learning for emotion recognition (2019) (47)
- KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis (2020) (45)
- Benchmarking Multimodal Sentiment Analysis (2017) (43)
- Erratum to: Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques (2016) (41)
- Self-Attentive Feature-Level Fusion for Multimodal Emotion Detection (2018) (40)
- Unsupervised Commonsense Knowledge Enrichment for Domain-Specific Sentiment Analysis (2016) (39)
- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis (2021) (37)
- Fuzzy Clustering for Semi-supervised Learning - Case Study: Construction of an Emotion Lexicon (2012) (37)
- Multimodal research in vision and language: A review of current and emerging trends (2022) (36)
- Music Genre Classification: A Semi-supervised Approach (2013) (35)
- Computational Intelligence for Affective Computing and Sentiment Analysis [Guest Editorial] (2019) (35)
- Recognizing Emotion Cause in Conversations (2020) (34)
- Factorized Multimodal Transformer for Multimodal Sequential Learning (2019) (32)
- Dialogue systems with audio context (2020) (29)
- Semantic Textual Entailment Recognition using UNL (2011) (29)
- MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences (2021) (28)
- Dependency Tree-Based Rules for Concept-Level Aspect-Based Sentiment Analysis (2014) (27)
- A Textual Entailment System using Anaphora Resolution (2011) (27)
- Phonetic-enriched Text Representation for Chinese Sentiment Analysis with Reinforcement Learning (2019) (26)
- A Common-Sense Based API for Concept-Level Sentiment Analysis (2014) (25)
- MOSEAS: A Multimodal Language Dataset for Spanish, Portuguese, German and French (2020) (25)
- JU_CSE_TAC: Textual Entailment Recognition System at TAC RTE-6 (2010) (24)
- RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction (2022) (22)
- Information fusion for affective computing and sentiment analysis (2021) (18)
- A Classifier Based Approach to Emotion Lexicon Construction (2012) (18)
- Utterance-level Dialogue Understanding: An Empirical Study (2020) (17)
- Dialogue Relation Extraction with Document-Level Heterogeneous Graph Attention Networks (2020) (16)
- Bayesian Deep Convolution Belief Networks for Subjectivity Detection (2016) (16)
- Improving aspect-level sentiment analysis with aspect extraction (2020) (15)
- Deep Neural Approaches to Relation Triplets Extraction: a Comprehensive Survey (2021) (15)
- Improving Zero-Shot Learning Baselines with Commonsense Knowledge (2020) (14)
- Multimodal sentiment analysis: A systematic review of history, datasets, multimodal fusion methods, applications, challenges and future directions (2022) (14)
- Emotion Recognition in Conversations with Transfer Learning from Generative Conversation Modeling (2019) (14)
- Multimodal Sentiment Analysis (2018) (11)
- Aspect Sentiment Triplet Extraction Using Reinforcement Learning (2021) (11)
- Developing a concept-level knowledge base for sentiment analysis in Singlish (2016) (9)
- CIDER: Commonsense Inference for Dialogue Explanation and Reasoning (2021) (8)
- Proceedings of Grand Challenge and Workshop on Human Multimodal Language (Challenge-HML) (2018) (8)
- CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues (2022) (8)
- Combining Textual Clues with Audio-Visual Information for Multimodal Sentiment Analysis (2018) (7)
- WildMix Dataset and Spectro-Temporal Transformer Model for Monoaural Audio Source Separation (2019) (7)
- SMSFR: SMS-Based FAQ Retrieval System (2012) (7)
- DOZEN: Cross-Domain Zero Shot Named Entity Recognition with Knowledge Graph (2021) (7)
- Beyond Text based sentiment analysis : Towards multi-modal systems (2014) (7)
- A Review of Artificial Intelligence and Biologically Inspired Computational Approaches to Solving Issues in Narrative Financial Disclosure (2013) (6)
- STaCK: Sentence Ordering with Temporal Commonsense Knowledge (2021) (6)
- Persuasive Dialogue Understanding: the Baselines and Negative Results (2020) (6)
- Singlish SenticNet: A Concept-Based Sentiment Resource for Singapore English (2018) (6)
- Sentic Computing for Social Media Analysis, Representation, and Retrieval (2013) (6)
- Emerging Trends of Multimodal Research in Vision and Language (2020) (6)
- Social Media Marketing and Financial Forecasting (2020) (6)
- Speaker-Independent Multimodal Sentiment Analysis for Big Data (2019) (5)
- PIP: Physical Interaction Prediction via Mental Imagery with Span Selection (2021) (5)
- MTGAT: Multimodal Temporal Graph Attention Networks for Unaligned Human Multimodal Language Sequences (2020) (5)
- M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations (2021) (5)
- Exemplars-Guided Empathetic Response Generation Controlled by the Elements of Human Communication (2021) (5)
- Analyzing Modality Robustness in Multimodal Sentiment Analysis (2022) (5)
- Exploring the Role of Context in Utterance-level Emotion, Act and Intent Classification in Conversations: An Empirical Study (2021) (5)
- Causal Augmentation for Causal Sentence Classification (2021) (4)
- Variational Fusion for Multimodal Sentiment Analysis (2019) (4)
- Knowledge Enhanced Reflection Generation for Counseling Dialogues (2022) (4)
- Novel symbolic and machine-learning approaches for text-based and multimodal sentiment analysis (2017) (3)
- SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning (2022) (3)
- Sentiment Analysis, Basic Tasks of (2017) (3)
- Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering (2021) (3)
- Learning Visual Concepts in Images Using Temporal Convolutional Networks (2018) (3)
- More Identifiable yet Equally Performant Transformers for Text Classification (2021) (3)
- WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs (2022) (2)
- Affect Recognition for Multimodal Natural Language Processing (2020) (2)
- Concept Extraction from Natural Text for Concept Level Text Analysis (2018) (2)
- MISA (2020) (2)
- Sentic Patterns: Sentiment Data Flow Analysis by Means of Dynamic Linguistic Patterns (2018) (2)
- DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification (2022) (2)
- Second Grand-Challenge and Workshop on Multimodal Language (Challenge-HML) (2020) (2)
- Basic tasks of sentiment analysis (2017) (2)
- EmoSenticSpace: Dense Concept-Based Affective Features with Common-Sense Knowledge (2018) (1)
- Unsupervised Commonsense Knowledge Enrichment for Domain-Specific Sentiment Analysis (2016) (1)
- So Different Yet So Alike! Constrained Unsupervised Text Style Transfer (2022) (1)
- Multiview Contextual Commonsense Inference: A New Dataset and Task (2022) (1)
- A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach (2022) (1)
- SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training (2022) (0)
- Sentiment Analysis , Basic Tasks of Iti (2017) (0)
- Multiple Contrastive Learning for Multimodal Sentiment Analysis (2023) (0)
- Multi-task Learning for Detecting Stance in Tweets (2019) (0)
- Fusing Phonetic Features and Chinese Character Representation for Sentiment Analysis (2019) (0)
- UDAPTER - Efficient Domain Adaptation Using Adapters (2023) (0)
- The Nitty–GRITties of Success: Computational Analysis of Grit From Language (2019) (0)
- A Review of Deep Learning Techniques for Speech Processing (2023) (0)
- Analysis of Twitter Data Using Classification Approach (2017) (0)
- LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models (2023) (0)
- Federated Distillation of Natural Language Understanding with Confident Sinkhorns (2021) (0)
- KNOT: Knowledge Distillation Using Optimal Transport for Solving NLP Tasks (2021) (0)
- Few-shot Multimodal Sentiment Analysis based on Multimodal Probabilistic Fusion Prompts (2022) (0)
- Literature Survey and Datasets (2018) (0)
- MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences (2022) (0)
- Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques (2016) (0)
- Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering (2022) (0)
- Erratum: Common Sense Knowledge Based Personality Recognition from Text (2013) (0)
- An Attention-Based Model for Learning Dynamic Interaction Networks (2019) (0)
- Sentic API: A Common and Common-Sense Knowledge API for Cognition-Driven Sentiment Analysis (2014) (0)
- Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model (2023) (0)
- Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding (2023) (0)
- Reviewing Committee (2018) (0)
- ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation (2023) (0)
- Concept-Level Sentiment Analysis with Dependency-Based Semantic Parsing: A Novel Approach (2015) (0)
- Erratum to: Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques (2016) (0)
- Lightweight Spatial Modeling for Combinatorial Information Extraction From Documents (2023) (0)
- PIP: Physical Interaction Prediction via Mental Simulation with Span Selection (2021) (0)
- Towards Solving NLP Tasks with Optimal Transport Loss (2022) (0)
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