Lambert Mathias
15 papers · 2016–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) π Cross-Pollinator (9)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(36)
π
Interdisciplinary Bridge
π§¬
Topic Evolution
π
Conference Pioneer
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(75)
π
Century Club
(13)
π
Trend Setter
Conferences
ACL (7)
EACL (2)
AAAI (1)
EMNLP (1)
ICML (1)
IJCNLP (1)
INTERSPEECH (1)
NAACL (1)
Top co-authors
Keywords
few-shot learning
(3)
text classification
(3)
transfer learning
(2)
language model
(2)
multimodal classification
(2)
rationale extraction
(2)
hate speech detection
(2)
faithfulness evaluation
(2)
spoken language understanding
(2)
social media analysis
(1)
interpretable machine learning
(1)
natural language inference
(1)
explainable ai
(1)
temporal information
(1)
content moderation
(1)
language modeling
(1)
intent classification
(1)
fine-grained classification
(1)
masked language model
(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
Meta-training with Demonstration Retrieval for Efficient Few-shot Learning
ACL 2023
TimelineQA: A Benchmark for Question Answering over Timelines
ACL 2023
Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI
AAAI 2023
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction
ACL 2022
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection
EMNLP 2022
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction
ICML 2022
Prompt-free and Efficient Few-shot Learning with Language Models
ACL 2022
UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning
ACL 2022
Findings of the WOAH 5 Shared Task on Fine Grained Hateful Memes Detection
IJCNLP 2021
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