4 citations · 6 across the 4 of their papers we have counts for
4 papers
LittleBird: Efficient Faster & Longer Transformer for Question Answering
Minchul Lee, Kijong Han, Myeong Cheol Shin
BERT has shown a lot of sucess in a wide variety of NLP tasks. But it has a limitation dealing with long inputs due to its attention mechanism. Longformer, ETC and BigBird addresse…
Multimodal Interactions Using Pretrained Unimodal Models for SIMMC 2.0
Joosung Lee, Kijong Han
This paper presents our work on the Situated Interactive MultiModal Conversations 2.0 challenge held at Dialog State Tracking Challenge 10. SIMMC 2.0 includes 4 subtasks, and we in…
An Evaluation Dataset and Strategy for Building Robust Multi-turn Response Selection Model
Kijong Han, Seojin Lee, Wooin Lee +2
Multi-turn response selection models have recently shown comparable performance to humans in several benchmark datasets. However, in the real environment, these models often have w…
Do Response Selection Models Really Know What's Next? Utterance Manipulation Strategies for Multi-turn Response Selection
Taesun Whang, Dongyub Lee, Dongsuk Oh +4
In this paper, we study the task of selecting the optimal response given a user and system utterance history in retrieval-based multi-turn dialog systems. Recently, pre-trained lan…