2 citations · 4 across the 5 of their papers we have counts for
4 papers · 1 filter
TACTICS: Taxonomy-Aware Intelligent Corpus Sampling for Machine Translation
Prasanth Bathala, Anubhav Shrimal, Sukhdeep Singh Kharbanda +3
Large-scale machine-translation (MT) systems are typically evaluated on random samples from a corpus whose distributional composition is an artifact of how it was assembled. Such a…
StalePO: Anchored Token-Level Preference Optimization using Legacy Post-Edits in Machine Translation
Rohit Dhaipule, Sukhdeep Singh Kharbanda, Prasanth Bathala +2
Machine translation systems are periodically upgraded to stronger models, but the available preference signal is human post-edits of an older system's outputs, which the newer mode…
PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction
Anubhav Shrimal, Aryan Jain, Soumyajit Chowdhury +1
Structured information extraction from unstructured text is critical for emerging Software 3.0 systems where LLM agents autonomously interact with APIs and tools. Recent approaches…
Discovering Emotion and Reasoning its Flip in Multi-Party Conversations using Masked Memory Network and Transformer
Shivani Kumar, Anubhav Shrimal, Md Shad Akhtar +1
Efficient discovery of a speaker's emotional states in a multi-party conversation is significant to design human-like conversational agents. During a conversation, the cognitive st…