Sergio Burdisso
9 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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๐ Cross-Pollinator (15) ๐ Conference Polyglot (3) ๐ Renaissance Researcher (6) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (34)
๐งญ
Keyword Pioneer
๐๏ธ
Keyword Collector
(56)
โก
Prolific Year
(5)
Conferences
EMNLP (5)
NAACL (2)
EACL (1)
INTERSPEECH (1)
Top co-authors
Keywords
depression detection
(2)
clinical interview
(2)
automatic speech recognition
(2)
text classification
(2)
text generation
(1)
knowledge distillation
(1)
semi-supervised learning
(1)
speech processing
(1)
action recognition
(1)
named entity recognition
(1)
prompt engineering
(1)
prompt-based learning
(1)
bias detection
(1)
autoregressive model
(1)
pseudo labeling
(1)
information extraction
(1)
latent space
(1)
conversational agent
(1)
language model fine-tuning
(1)
few-shot learning
(1)
Papers
SDialog: A Python Toolkit for End-to-End Agent Building, User Simulation, Dialog Generation, and Evaluation
EACL 2026
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction
EMNLP 2024
TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASR
EMNLP 2024
Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper
EMNLP 2024
Reliability Estimation of News Media Sources: Birds of a Feather Flock Together
NAACL 2024
DAIC-WOZ: On the Validity of Using the Therapistโs prompts in Automatic Depression Detection from Clinical Interviews
NAACL 2024
Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews
INTERSPEECH 2023
IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model
EMNLP 2022
IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach
EMNLP 2022