← Authors

Shankar Kumar

32 papers · 2002–2025 · 7 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (23) 🌈 Renaissance Researcher (5) 🐝 Cross-Pollinator (14) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (7) πŸ—ΊοΈ Taxonomy Completionist (45) 🧭 Keyword Pioneer 🧬 Topic Evolution 🀝 Dynamic Duo (11) πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (83) ❓ The Questioner ⚑ Prolific Year (6) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (32) πŸ”₯ Unstoppable (7)

Conferences

NAACL (11) EMNLP (8) INTERSPEECH (6) ACL (3) EACL (2) CONLL (1) IJCNLP (1)

Top co-authors

Felix Stahlberg (11) Wolfgang Macherey (6) William Byrne (4) Franz Och (4) Cal Peyser (3) W. Ronny Huang (3) Ruoming Pang (2) Chris Dyer (2) Tara N. Sainath (2) Franz J. Och (2)

Keywords

grammatical error correction (7) language model (4) transfer learning (4) synthetic data generation (3) text generation (3) beam search (3) softmax layer (2) speech recognition (2) text simplification (2) word error rate (2) model compression (2) large language model (2) knowledge distillation (2) sequence-to-sequence model (2) round-trip translation (2) neural machine translation (1) style transfer (1) language model adaptation (1) domain adaptation (1) model quantization (1)

Papers

The Role of Outgoing Connection Heterogeneity in Feedforward Layers of Large Language Models EMNLP 2025
Towards an On-device Agent for Text Rewriting NAACL 2024
Synthetic Data Generation for Low-resource Grammatical Error Correction with Tagged Corruption Models NAACL 2024
Long-Form Speech Translation through Segmentation with Finite-State Decoding Constraints on Large Language Models EMNLP 2023
Semantic Segmentation with Bidirectional Language Models Improves Long-form ASR INTERSPEECH 2023
Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition INTERSPEECH 2022
Scaling Language Model Size in Cross-Device Federated Learning ACL 2022
Uncertainty Determines the Adequacy of the Mode and the Tractability of Decoding in Sequence-to-Sequence Models ACL 2022
Conciseness: An Overlooked Language Task EMNLP 2022
Text Generation with Text-Editing Models NAACL 2022
Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES NAACL 2022
Lookup-Table Recurrent Language Models for Long Tail Speech Recognition INTERSPEECH 2021
Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models EACL 2021
Data Strategies for Low-Resource Grammatical Error Correction EACL 2021
Seq2Edits: Sequence Transduction Using Span-level Edit Operations EMNLP 2020
Improving Tail Performance of a Deliberation E2E ASR Model Using a Large Text Corpus INTERSPEECH 2020
Corpora Generation for Grammatical Error Correction NAACL 2019
Approaches for Neural-Network Language Model Adaptation INTERSPEECH 2017
NN-Grams: Unifying Neural Network and n-Gram Language Models for Speech Recognition INTERSPEECH 2016
Multilingual Open Relation Extraction Using Cross-lingual Projection NAACL 2015
Model Combination for Machine Translation NAACL 2010
Expected Sequence Similarity Maximization NAACL 2010
Efficient Minimum Error Rate Training and Minimum Bayes-Risk Decoding for Translation Hypergraphs and Lattices ACL 2009
Efficient Minimum Error Rate Training and Minimum Bayes-Risk Decoding for Translation Hypergraphs and Lattices IJCNLP 2009
Lattice Minimum Bayes-Risk Decoding for Statistical Machine Translation EMNLP 2008
Improving Word Alignment with Bridge Languages CONLL 2007
Improving Word Alignment with Bridge Languages EMNLP 2007
Local Phrase Reordering Models for Statistical Machine Translation EMNLP 2005
A Smorgasbord of Features for Statistical Machine Translation NAACL 2004
Minimum Bayes-Risk Decoding for Statistical Machine Translation NAACL 2004
A Weighted Finite State Transducer Implementation of the Alignment Template Model for Statistical Machine Translation NAACL 2003
Minimum Bayes-Risk Word Alignments of Bilingual Texts EMNLP 2002