Lambert Mathias
14 papers · 2016–2026 · 7 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
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πΊοΈ Taxonomy Completionist (32) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
ποΈ
Keyword Collector
(72)
π
Trend Setter
π
Century Club Β· Bronze
β‘
Prolific Year Β· Productive
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Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(9)
Natural Language Processing
(9)
Deep Learning
(7)
Machine Learning
(7)
Applications
(7)
Core AI
(6)
Learning Types Β· Deep Learning
(5)
Learning Paradigms
(4)
Application Areas
(3)
Architectures
(3)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Understanding
(2)
Speech & Audio
(1)
Generation
(1)
Keywords
few-shot learning
(3)
text classification
(3)
transfer learning
(2)
language model
(2)
faithfulness evaluation
(2)
rationale extraction
(2)
spoken language understanding
(2)
hate speech detection
(2)
question answering
(1)
interpretable machine learning
(1)
natural language inference
(1)
explainable ai
(1)
temporal information
(1)
automatic speech recognition
(1)
dialogue state tracking
(1)
content moderation
(1)
intent classification
(1)
language modeling
(1)
fine-grained classification
(1)
meme classification
(1)
Papers
TRACE: A Framework for Analyzing and Enhancing Stepwise Reasoning in Vision-Language Models
EACL 2026
VideoMind: Thinking in Steps for Long Video Understanding
EACL 2026
Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI
AAAI 2023
Meta-training with Demonstration Retrieval for Efficient Few-shot Learning
ACL 2023
TimelineQA: A Benchmark for Question Answering over Timelines
ACL 2023
Prompt-free and Efficient Few-shot Learning with Language Models
ACL 2022
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection
EMNLP 2022
UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning
ACL 2022
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction
ACL 2022
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction
ICML 2022
Findings of the WOAH 5 Shared Task on Fine Grained Hateful Memes Detection
ACL 2021
Improving Long Distance Slot Carryover in Spoken Dialogue Systems
ACL 2019
The Alexa Meaning Representation Language
NAACL 2018
LatticeRnn: Recurrent Neural Networks Over Lattices
Interspeech 2016