no code implementations • 28 Jul 2023 • Kaushal Kumar Maurya, Maunendra Sankar Desarkar, Manish Gupta, Puneet Agrawal
However, such NLG models suffer from two drawbacks: (1) some of the previous session queries could be noisy and irrelevant to the user intent for the current prefix, and (2) NLG models cannot directly incorporate historical query popularity.
1 code implementation • 12 Aug 2020 • Manish Gupta, Puneet Agrawal
In recent years, the fields of natural language processing (NLP) and information retrieval (IR) have made tremendous progress thanksto deep learning models like Recurrent Neural Networks (RNNs), Gated Recurrent Units (GRUs) and Long Short-Term Memory (LSTMs)networks, and Transformer [120] based models like Bidirectional Encoder Representations from Transformers (BERT) [24], GenerativePre-training Transformer (GPT-2) [94], Multi-task Deep Neural Network (MT-DNN) [73], Extra-Long Network (XLNet) [134], Text-to-text transfer transformer (T5) [95], T-NLG [98] and GShard [63].
no code implementations • WS 2019 • Khyatti Gupta, Meghana Joshi, Ankush Chatterjee, Sonam Damani, Kedhar Nath Narahari, Puneet Agrawal
We conceptualized one such conversational agent, Microsoft{'}s {``}Ruuh{''} with the promise to be able to talk to its users on any subject they choose.
no code implementations • SEMEVAL 2019 • Ankush Chatterjee, Kedhar Nath Narahari, Meghana Joshi, Puneet Agrawal
However, the context of dialogue can prove helpful in detection of the emotion.
no code implementations • 31 May 2019 • Nitya Raviprakash, Sonam Damani, Ankush Chatterjee, Meghana Joshi, Puneet Agrawal
For this age-old industry to survive the global competition, it is imperative to integrate contemporary designs with Indian handicrafts.
no code implementations • 21 Jul 2017 • Umang Gupta, Ankush Chatterjee, Radhakrishnan Srikanth, Puneet Agrawal
In this paper, we propose a novel approach to detect emotions like happy, sad or angry in textual conversations using an LSTM based Deep Learning model.
no code implementations • 22 Jun 2016 • Abhay Prakash, Chris Brockett, Puneet Agrawal
Conversational agents ("bots") are beginning to be widely used in conversational interfaces.