Menan Velayuthan

5 papers · 2024–2025 · 4 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

EMNLP (2) COLING (1) EACL (1) NAACL (1)

Top co-authors

Nisansa de Silva (4) Surangika Ranathunga (4) Aloka Fernando (3) Charitha Rathnayake (2) Dilith Jayakody (1) Kengatharaiyer Sarveswaran (1)

Research topics

Natural Language Processing (5) Machine Learning (4) Applications (4) Application Areas (3) Resources & Methods (2) Deep Learning (1) Core Methods (1) Learning Types (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

neural machine translation (4) low-resource language (3) parallel corpus (2) data curation (2) language identification (1) language model (1) jensen-shannon divergence (1) low-resource translation (1) corpus quality (1) multilingual language model (1) corpus filtering (1) sequence-level training (1) byte pair encoding (1) sequence-level distillation (1) encoder alignment (1) data deduplication (1) corpus mining (1) statistical method (1) statistical filtration (1) constrained training (1)

Papers

Egalitarian Language Representation in Language Models: It All Begins with Tokenizers COLING 2025 Encoder-Aware Sequence-Level Knowledge Distillation for Low-Resource Neural Machine Translation NAACL 2025 Improving the Quality of Web-mined Parallel Corpora of Low-Resource Languages using Debiasing Heuristics EMNLP 2025 Back to the Stats: Rescuing Low Resource Neural Machine Translation with Statistical Methods EMNLP 2024 Quality Does Matter: A Detailed Look at the Quality and Utility of Web-Mined Parallel Corpora EACL 2024