18 citations · 40 across the 11 of their papers we have counts for
4 papers · 1 filter
OKGIT: Open Knowledge Graph Link Prediction with Implicit Types
Chandrahas, Partha Pratim Talukdar
Open Knowledge Graphs (OpenKG) refer to a set of (head noun phrase, relation phrase, tail noun phrase) triples such as (tesla, return to, new york) extracted from a corpus using Op…
MergeDistill: Merging Pre-trained Language Models using Distillation
Simran Khanuja, Melvin Johnson, Partha Talukdar
Pre-trained multilingual language models (LMs) have achieved state-of-the-art results in cross-lingual transfer, but they often lead to an inequitable representation of languages d…
Reordering Examples Helps during Priming-based Few-Shot Learning
Sawan Kumar, Partha Talukdar
The ability to learn from limited data, or few-shot learning, is a desirable and often critical requirement for NLP systems. While many existing methods do poorly at learning from…
Question Answering Over Temporal Knowledge Graphs
Apoorv Saxena, Soumen Chakrabarti, Partha Talukdar
Temporal Knowledge Graphs (Temporal KGs) extend regular Knowledge Graphs by providing temporal scopes (start and end times) on each edge in the KG. While Question Answering over KG…