← Authors

Milica Gasic

27 papers · 2010–2025 · 8 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (15) πŸ—ΊοΈ Taxonomy Completionist (38) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (9) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) 🌟 Keyword Trendsetter Combo (3) πŸ† Keyword Champion (4) 🀝 Dynamic Duo (12) πŸ“ˆ Trend Setter ⚑ Prolific Year (5) πŸ”₯ Unstoppable (6) πŸ—ƒοΈ Keyword Collector (83) ❓ The Questioner πŸ’Ž Century Club (27)

Conferences

EMNLP (8) ACL (7) COLING (5) NAACL (3) AAAI (1) EACL (1) IJCNLP (1) INTERSPEECH (1)

Top co-authors

Steve Young (12) Pei-Hao Su (12) Tsung-Hsien Wen (12) Nikola Mrkőić (11) David Vandyke (9) Stefan Ultes (9) Lina M. Rojas-Barahona (9) Michael Heck (8) Nurul Lubis (8) Carel van Niekerk (8)

Keywords

dialogue system (8) dialogue policy (5) task-oriented dialogue (5) reinforcement learning (4) belief tracking (4) neural network (2) multi-domain dialogue (2) dialogue state tracking (2) large language model (2) zero-shot learning (2) word embedding (2) transfer learning (2) in-context learning (1) sentiment analysis (1) multi-task learning (1) bayesian inference (1) ensemble learning (1) sample efficiency (1) spoken language understanding (1) domain adaptation (1)

Papers

Learning from Noisy Labels via Self-Taught On-the-Fly Meta Loss Rescaling AAAI 2025
Speech-based Slot Filling using Large Language Models ACL 2024
ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity? ACL 2023
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format EMNLP 2023
Dynamic Dialogue Policy for Continual Reinforcement Learning COLING 2022
Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance EMNLP 2021
Out-of-Task Training for Dialog State Tracking Models COLING 2020
Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles EMNLP 2020
Actor-Double-Critic: Incorporating Model-Based Critic for Task-Oriented Dialogue Systems EMNLP 2020
LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization COLING 2020
Topology of Word Embeddings: Singularities Reflect Polysemy COLING 2020
Feudal Reinforcement Learning for Dialogue Management in Large Domains NAACL 2018
Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing ACL 2018
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling EMNLP 2018
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy EMNLP 2018
Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning INTERSPEECH 2017
A Network-based End-to-End Trainable Task-oriented Dialogue System EACL 2017
PyDial: A Multi-domain Statistical Dialogue System Toolkit ACL 2017
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding COLING 2016
Conditional Generation and Snapshot Learning in Neural Dialogue Systems EMNLP 2016
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems ACL 2016
Multi-domain Neural Network Language Generation for Spoken Dialogue Systems NAACL 2016
Counter-fitting Word Vectors to Linguistic Constraints NAACL 2016
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems EMNLP 2015
Multi-domain Dialog State Tracking using Recurrent Neural Networks ACL 2015
Multi-domain Dialog State Tracking using Recurrent Neural Networks IJCNLP 2015
Phrase-Based Statistical Language Generation Using Graphical Models and Active Learning ACL 2010