The ability to handle miscommunication is crucial to robust and faithful...
Advances in Large Language Models (LLMs) have led to remarkable capabili...
Recent model editing techniques promise to mitigate the problem of memor...
Large language models are known to produce output which sounds fluent an...
Large Language Models (LLMs) have successfully been applied to code
gene...
There are two competing approaches for modelling annotator disagreement:...
Pretrained language models (PLMs) for data-to-text (D2T) generation can ...
Continual learning aims to train a model incrementally on a sequence of ...
Automated Compliance Checking (ACC) systems aim to semantically parse
bu...
One of the most challenging aspects of current single-document news
summ...
We present AGGGEN (pronounced 'again'), a data-to-text model which
re-in...
Mixed initiative in open-domain dialogue requires a system to pro-active...
Guessing games are a prototypical instance of the "learning by interacti...
In visual guessing games, a Guesser has to identify a target object in a...
Approaches to Grounded Language Learning typically focus on a single
tas...
Nature has inspired various ground-breaking technological developments i...
Information Extraction (IE) from scientific texts can be used to guide
r...
Visual Dialog involves "understanding" the dialog history (what has been...
This document describes the findings of the Third Workshop on Neural
Gen...
We present a recurrent neural network based system for automatic quality...
Dialogue technologies such as Amazon's Alexa have the potential to trans...
Neural sequence-to-sequence models are currently the dominant approach i...
In this work, we investigate the task of textual response generation in ...
Multimodal search-based dialogue is a challenging new task: It extends
v...
We present three enhancements to existing encoder-decoder models for
ope...
Source code is rarely written in isolation. It depends significantly on ...
We present an approach to rapidly and easily build natural language
inte...
Sequence-to-sequence models have shown strong performance across a broad...
A writer's style depends not just on personal traits but also on her int...
Texts present coherent stories that have a particular theme or overall
s...