NLPExplorer

Soujanya Poria

Number of Papers:- 70

Number of Citations:- 66

First ACL Paper:- 2014

Latest ACL Paper:- 2024

Venues:-

NAACL

Challenge-HML

SIGDIAL

COLING

EMNLP

Findings

RANLP

SocialNLP

SemEval

maiworkshop

SCALE-LLM

ACL

EACL

CINLP

*SEMEVAL

nlpbt

IJCNLP

*SEM

Co-Authors:-

Abhinaba Roy

Abhinav Ramesh Kashyap

Alexander Gelbukh

Ambuj Mehrish

Amir Zadeh

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CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models F i n d i n g s - N A A C L

Self-Adaptive Sampling for Accurate Video Question Answering on Image Text Models F i n d i n g s - N A A C L

Wei Han | Hui Chen | Min-Yen Kan | Soujanya Poria |

A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the CHATGPT Era and Beyond EACL

InstructEval: Towards Holistic Evaluation of Instruction-Tuned Large Language Models SCALE-LLM WS

Yew Ken Chia | Pengfei Hong | Lidong Bing | Soujanya Poria |

Large Language Models for Automated Open-domain Scientific Hypotheses Discovery F i n d i n g s - A C L

PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns F i n d i n g s - A C L

Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic ACL

Rishabh Bhardwaj | Duc Anh Do | Soujanya Poria |

Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models F i n d i n g s - A C L

Rima Hazra | Sayan Layek | Somnath Banerjee | Soujanya Poria |

Mustango: Toward Controllable Text-to-Music Generation NAACL

Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense NAACL

Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths F i n d i n g s - E M N L P

WalledEval: A Comprehensive Safety Evaluation Toolkit for Large Language Models EMNLP

Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations EMNLP

Rima Hazra | Sayan Layek | Somnath Banerjee | Soujanya Poria |

Lightweight Spatial Modeling for Combinatorial Information Extraction From Documents F i n d i n g s - E A C L

UDAPTER - Efficient Domain Adaptation Using Adapters EACL

Bhavitvya Malik | Abhinav Ramesh Kashyap | Min-yen Kan | Soujanya Poria |

A Robust Information-Masking Approach for Domain Counterfactual Generation F i n d i n g s - A C L

LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models EMNLP

kNN-CM: A Non-parametric Inference-Phase Adaptation of Parametric Text Classifiers F i n d i n g s - E M N L P

Adapter Pruning using Tropical Characterization F i n d i n g s - E M N L P

Rishabh Bhardwaj | Tushar Vaidya | Soujanya Poria |

Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts F i n d i n g s - E M N L P

Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt F i n d i n g s - A C L

Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction ACL

Knowledge Enhanced Reflection Generation for Counseling Dialogues ACL

RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction ACL Findings

Yew Ken Chia | Lidong Bing | Soujanya Poria | Luo Si |

CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues ACL

So Different Yet So Alike! Constrained Unsupervised Text Style Transfer ACL

Analyzing Modality Robustness in Multimodal Sentiment Analysis NAACL

DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification COLING

Hui Chen | Wei Han | Diyi Yang | Soujanya Poria |

KNOT: Knowledge Distillation Using Optimal Transport for Solving NLP Tasks COLING

Rishabh Bhardwaj | Tushar Vaidya | Soujanya Poria |

SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning COLING

A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach EMNLP

MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences EMNLP

Wei Han | Hui Chen | Min-Yen Kan | Soujanya Poria |

Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding EMNLP

Rishabh Bhardwaj | Amrita Saha | Steven C.H. Hoi | Soujanya Poria |

Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering EMNLP

Deepanway Ghosal | Navonil Majumder | Rada Mihalcea | Soujanya Poria |

SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training F i n d i n g s - E M N L P

Hui Chen | Wei Han | Soujanya Poria |

MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences NAACL

Proceedings of the Third Workshop on Multimodal Artificial Intelligence NAACL maiworkshop

Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis EMNLP

Wei Han | Hui Chen | Soujanya Poria |

Causal Augmentation for Causal Sentence Classification CINLP EMNLP

More Identifiable yet Equally Performant Transformers for Text Classification ACL IJCNLP

Rishabh Bhardwaj | Navonil Majumder | Soujanya Poria | Eduard Hovy |

CIDER: Commonsense Inference for Dialogue Explanation and Reasoning SIGDIAL

Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering RANLP

Tapas Nayak | Navonil Majumder | Soujanya Poria |

Exploring the Role of Context in Utterance-level Emotion, Act and Intent Classification in Conversations: An Empirical Study Findings

Deepanway Ghosal | Navonil Majumder | Rada Mihalcea | Soujanya Poria |

Deep Convolutional Neural Network Textual Features and Multiple Kernel Learning for Utterance-level Multimodal Sentiment Analysis EMNLP

Soujanya Poria | Erik Cambria | Alexander Gelbukh |

SeNTU: Sentiment Analysis of Tweets by Combining a Rule-based Classifier with Supervised Learning *SEMEVAL

Prerna Chikersal | Soujanya Poria | Erik Cambria |

A Rule-Based Approach to Aspect Extraction from Product Reviews SocialNLP WS