Philippe Muller
29 papers · 2004–2025 · 8 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (38) 🏃 Academic Marathon · Ultra 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🤝
Dynamic Duo
(14)
🏆
Keyword Champion
(5)
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
❓
The Questioner
💎
Century Club · Bronze
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Keyword Collector
(96)
Top co-authors
Research topics
Machine Learning
(14)
Natural Language Processing
(11)
Artificial Intelligence
(7)
Deep Learning
(7)
Core AI
(7)
Core Methods
(7)
Applications
(6)
Learning Types
(6)
Interdisciplinary
(5)
Linguistics
(5)
Understanding
(5)
Architectures
(4)
Generation
(3)
Resources & Methods
(3)
Application Areas
(2)
Keywords
multilingual nlp
(6)
relation classification
(5)
discourse segmentation
(4)
discourse parsing
(4)
discourse relation
(4)
discourse relation classification
(3)
elementary discourse unit
(3)
connective detection
(3)
connective identification
(3)
transfer learning
(2)
data augmentation
(2)
discourse analysis
(2)
sentence embedding
(2)
zero-shot learning
(2)
text summarization
(1)
multimodal learning
(1)
natural language processing
(1)
natural language generation
(1)
replication study
(1)
weak supervision
(1)
Papers
DisCuT and DiscReT: MELODI at DISRPT 2025 Multilingual discourse segmentation, connective tagging and relation classification
EMNLP 2025
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation
IJCNLP 2025
The DISRPT 2025 Shared Task on Elementary Discourse Unit Segmentation, Connective Detection, and Relation Classification
EMNLP 2025
Complex question generation using discourse-based data augmentation
EACL 2024
DISRPT: A Multilingual, Multi-domain, Cross-framework Benchmark for Discourse Processing
COLING 2024
Feature-augmented model for multilingual discourse relation classification
EACL 2024
In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models
EMNLP 2024
Zero-shot Learning for Multilingual Discourse Relation Classification
COLING 2024
An Integrated Approach for Political Bias Prediction and Explanation Based on Discursive Structure
ACL 2023
DisCut and DiscReT: MELODI at DISRPT 2023
ACL 2023
Leveraging Argumentation for Generating Robust Sample-based Explanations
IJCAI 2023
MELODI at SemEval-2023 Task 3: In-domain Pre-training for Low-resource Classification of News Articles
SemEval 2023
The DISRPT 2023 Shared Task on Elementary Discourse Unit Segmentation, Connective Detection, and Relation Classification
ACL 2023
Predicting Political Orientation in News with Latent Discourse Structure to Improve Bias Understanding
COLING 2022
Multi-lingual Discourse Segmentation and Connective Identification: MELODI at Disrpt2021
EMNLP 2021
The DISRPT 2021 Shared Task on Elementary Discourse Unit Segmentation, Connective Detection, and Relation Classification
EMNLP 2021
Weakly supervised discourse segmentation for multiparty oral conversations
EMNLP 2021
Mining Discourse Markers for Unsupervised Sentence Representation Learning
NAACL 2019
ToNy: Contextual embeddings for accurate multilingual discourse segmentation of full documents
NAACL 2019
How much progress have we made on RST discourse parsing? A replication study of recent results on the RST-DT
EMNLP 2017
A Supervised Approach for Enriching the Relational Structure of Frame Semantics in FrameNet
COLING 2016
Predicting the relevance of distributional semantic similarity with contextual information
ACL 2014
Unsupervised extraction of semantic relations using discourse cues
COLING 2014
MELODI: A Supervised Distributional Approach for Free Paraphrasing of Noun Compounds
SemEval 2013
MELODI: Semantic Similarity of Words and Compositional Phrases using Latent Vector Weighting
SemEval 2013
Constrained Decoding for Text-Level Discourse Parsing
COLING 2012
Comparison of different algebras for inducing the temporal structure of texts
COLING 2010
Annotating and measuring temporal relations in texts
COLING 2004
Word Sense Disambiguation using a dictionary for sense similarity measure
COLING 2004