Osmar Zaïane
18 papers · 2018–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
🗺️ Taxonomy Completionist (36) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🤝
Dynamic Duo
(10)
🧬
Topic Evolution
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
❓
The Questioner
💎
Century Club · Bronze
🗃️
Keyword Collector
(79)
Top co-authors
Research topics
Natural Language Processing
(12)
Artificial Intelligence
(8)
Deep Learning
(8)
Machine Learning
(7)
Generation
(7)
Core AI
(6)
Applications
(5)
Learning Types · Deep Learning
(5)
Architectures
(4)
Core Methods
(3)
Learning Paradigms
(3)
Healthcare & Medicine
(2)
Application Areas
(2)
Clinical
(2)
Learning Types · Machine Learning
(2)
Keywords
text classification
(2)
hallucination detection
(2)
multi-task learning
(2)
transfer learning
(2)
dialogue generation
(2)
machine translation
(2)
beam search
(2)
dialogue system
(2)
text generation
(1)
response generation
(1)
optimal transport
(1)
conversational ai
(1)
natural language inference
(1)
semantic parsing
(1)
natural language processing
(1)
multi-label classification
(1)
text summarization
(1)
word alignment
(1)
model merging
(1)
emotion recognition
(1)
Papers
Diving into the Decoding Space of Non-Autoregressive Models via Lexically Constrained Search
ACL 2026
Rethinking Depression Prediction from a Fine-Grained Subscore Modeling Perspective via Multi-Task Learning
ACL 2026
Improving LLM’s Attachment to External Knowledge In Dialogue Generation Tasks Through Entity Anonymization
IJCNLP 2025
A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers
EMNLP 2024
OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection
ACL 2024
Reusing Transferable Weight Increments for Low-resource Style Generation
EMNLP 2024
Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation
IJCNLP 2023
DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers
ACL 2022
On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?
NAACL 2022
A Globally Normalized Neural Model for Semantic Parsing
ACL 2021
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding
EMNLP 2021
Seq2Emo: A Sequence to Multi-Label Emotion Classification Model
NAACL 2021
ANA at SemEval-2020 Task 4: MUlti-task learNIng for cOmmonsense reasoNing (UNION)
SemEval 2020
ANA at SemEval-2019 Task 3: Contextual Emotion detection in Conversations through hierarchical LSTMs and BERT
SemEval 2019
Augmenting Neural Response Generation with Context-Aware Topical Attention
ACL 2019
Evaluating Coherence in Dialogue Systems using Entailment
ACL 2019
Evaluating Coherence in Dialogue Systems using Entailment
NAACL 2019
Automatic Dialogue Generation with Expressed Emotions
NAACL 2018