INA: An Integrative Approach for Enhancing Negotiation Strategies with Reward-Based Dialogue System

1 code implementation • 27 Oct 2023 • Zishan Ahmad, Suman Saurabh, Vaishakh Sreekanth Menon, Asif Ekbal, Roshni Ramnani, Anutosh Maitra

We employ a set of novel rewards, specifically tailored for the negotiation task to train our Negotiation Agent, termed as the Integrative Negotiation Agent (INA).

Chatbot Language Modelling

Hollywood Identity Bias Dataset: A Context Oriented Bias Analysis of Movie Dialogues

no code implementations • LREC 2022 • Sandhya Singh, Prapti Roy, Nihar Sahoo, Niteesh Mallela, Himanshu Gupta, Pushpak Bhattacharyya, Milind Savagaonkar, Nidhi, Roshni Ramnani, Anutosh Maitra, Shubhashis Sengupta

Since AI solutions are data intensive and there exists no domain specific data to address the problem of biases in scripts, we introduce a new dataset of movie scripts that are annotated for identity bias.

Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy

no code implementations • COLING 2018 • Deepak Gupta, Rajkumar Pujari, Asif Ekbal, Pushpak Bhattacharyya, Anutosh Maitra, Tom Jain, Shubhashis Sengupta

In this paper, we propose a hybrid technique for semantic question matching.