333 citations · 588 across the 48 of their papers we have counts for
8 papers · 1 filter
STaCK: Sentence Ordering with Temporal Commonsense Knowledge
Deepanway Ghosal, Navonil Majumder, Rada Mihalcea +1
Sentence order prediction is the task of finding the correct order of sentences in a randomly ordered document. Correctly ordering the sentences requires an understanding of cohere…
Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering
Tapas Nayak, Navonil Majumder, Soujanya Poria
Distantly supervised models are very popular for relation extraction since we can obtain a large amount of training data using the distant supervision method without human annotati…
Aspect Sentiment Triplet Extraction Using Reinforcement Learning
Samson Yu Bai Jian, Tapas Nayak, Navonil Majumder +1
Aspect Sentiment Triplet Extraction (ASTE) is the task of extracting triplets of aspect terms, their associated sentiments, and the opinion terms that provide evidence for the expr…
M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations
Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder +5
Humor recognition in conversations is a challenging task that has recently gained popularity due to its importance in dialogue understanding, including in multimodal settings (i.e.…
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning
Deepanway Ghosal, Pengfei Hong, Siqi Shen +3
Commonsense inference to understand and explain human language is a fundamental research problem in natural language processing. Explaining human conversations poses a great challe…
More Identifiable yet Equally Performant Transformers for Text Classification
Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria +1
Interpretability is an important aspect of the trustworthiness of a model's predictions. Transformer's predictions are widely explained by the attention weights, i.e., a probabilit…
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication
Navonil Majumder, Deepanway Ghosal, Devamanyu Hazarika +3
The majority of existing methods for empathetic response generation rely on the emotion of the context to generate empathetic responses. However, empathy is much more than generati…
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey
Tapas Nayak, Navonil Majumder, Pawan Goyal +1
Recently, with the advances made in continuous representation of words (word embeddings) and deep neural architectures, many research works are published in the area of relation ex…