← Authors

Anoop Sarkar

67 papers · 2000–2025 · 9 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (6) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (56) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (9) 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (25) 🀝 Dynamic Duo (11) πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (145) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (10) πŸ’Ž Century Club (67) ⚑ Prolific Year (6)

Conferences

NAACL (16) ACL (15) EMNLP (15) EACL (6) IJCNLP (6) COLING (4) CONLL (3) AACL (1) AISTATS (1)

Top co-authors

Logan Born (11) Nishant Kambhatla (10) Gholamreza Haffari (9) Maryam Siahbani (6) Kathryn Kelley (6) Baskaran Sankaran (5) M. Willis Monroe (5) Majid Razmara (4) Libin Shen (3) Yudong Liu (3)

Research topics

Digital Humanities (2)

Keywords

neural machine translation (10) simultaneous translation (3) attention mechanism (3) representation learning (2) machine translation (2) probability divergence (2) named entity recognition (2) speech translation (2) substitution cipher (2) ancient script (2) knowledge base (2) simultaneous machine translation (2) proto-elamite script (2) entity linking (2) data augmentation (1) multi-task learning (1) adversarial learning (1) unsupervised clustering (1) structured prediction (1) reinforcement learning (1)

Papers

Entity Retrieval for Answering Entity-Centric Questions NAACL 2025
Towards Fast Cognate Alignment on Imbalanced Data COLING 2024
Unified Examination of Entity Linking in Absence of Candidate Sets NAACL 2024
Decipherment as Regression: Solving Historical Substitution Ciphers by Learning Symbol Recurrence Relations EACL 2023
SpEL: Structured Prediction for Entity Linking EMNLP 2023
Disambiguating Numeral Sequences to Decipher Ancient Accounting Corpora ACL 2023
Learning the Character Inventories of Undeciphered Scripts Using Unsupervised Deep Clustering ACL 2023
Learning Nearest Neighbour Informed Latent Word Embeddings to Improve Zero-Shot Machine Translation ACL 2023
Language Model Based Target Token Importance Rescaling for Simultaneous Neural Machine Translation ACL 2023
CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation ACL 2022
Sequence Models for Document Structure Identification in an Undeciphered Script EMNLP 2022
Better Neural Machine Translation by Extracting Linguistic Information from BERT EACL 2021
Compositionality of Complex Graphemes in the Undeciphered Proto-Elamite Script using Image and Text Embedding Models ACL 2021
Compositionality of Complex Graphemes in the Undeciphered Proto-Elamite Script using Image and Text Embedding Models IJCNLP 2021
Measuring and Improving Faithfulness of Attention in Neural Machine Translation EACL 2021
Translation-based Supervision for Policy Generation in Simultaneous Neural Machine Translation EMNLP 2021
Training with Adversaries to Improve Faithfulness of Attention in Neural Machine Translation AACL 2020
Effectively pretraining a speech translation decoder with Machine Translation data EMNLP 2020
Interrogating the Explanatory Power of Attention in Neural Machine Translation EMNLP 2019
Deconstructing Supertagging into Multi-Task Sequence Prediction CONLL 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Tutorials NAACL 2019
Sign Clustering and Topic Extraction in Proto-Elamite NAACL 2019
In-domain Context-aware Token Embeddings Improve Biomedical Named Entity Recognition EMNLP 2018
Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing EMNLP 2018
Prefix Lexicalization of Synchronous CFGs using Synchronous TAG ACL 2018
Decipherment for Adversarial Offensive Language Detection EMNLP 2018
Prediction Improves Simultaneous Neural Machine Translation EMNLP 2018
Decipherment of Substitution Ciphers with Neural Language Models EMNLP 2018
Lexicalized Reordering for Left-to-Right Hierarchical Phrase-based Translation EACL 2017
Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields AISTATS 2015
Improving Statistical Machine Translation with a Multilingual Paraphrase Database EMNLP 2015
Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies NAACL 2015
Two Improvements to Left-to-Right Decoding for Hierarchical Phrase-based Machine Translation EMNLP 2014
Efficient Left-to-Right Hierarchical Phrase-Based Translation with Improved Reordering EMNLP 2013
Stacking for Statistical Machine Translation ACL 2013
Graph Propagation for Paraphrasing Out-of-Vocabulary Words in Statistical Machine Translation ACL 2013
Ensemble Triangulation for Statistical Machine Translation IJCNLP 2013
Scalable Variational Inference for Extracting Hierarchical Phrase-based Translation Rules IJCNLP 2013
An Online Algorithm for Learning over Constrained Latent Representations using Multiple Views IJCNLP 2013
Multi-Metric Optimization Using Ensemble Tuning NAACL 2013
Improved Reordering for Shallow-n Grammar based Hierarchical Phrase-based Translation NAACL 2012
Bootstrapping via Graph Propagation ACL 2012
Mixing Multiple Translation Models in Statistical Machine Translation ACL 2012
An Ensemble Model that Combines Syntactic and Semantic Clustering for Discriminative Dependency Parsing ACL 2011
Combining Morpheme-based Machine Translation with Post-processing Morpheme Prediction ACL 2011
Proceedings of the Fourteenth Conference on Computational Natural Language Learning CONLL 2010
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Student Research Workshop and Doctoral Consortium NAACL 2009
Active Learning for Multilingual Statistical Machine Translation IJCNLP 2009
Active Learning for Multilingual Statistical Machine Translation ACL 2009
Active Learning for Statistical Phrase-based Machine Translation NAACL 2009
Training a Perceptron with Global and Local Features for Chinese Word Segmentation IJCNLP 2008
Homotopy-Based Semi-Supervised Hidden Markov Models for Sequence Labeling COLING 2008
Simultaneous Identification of Biomedical Named-Entity and Functional Relation Using Statistical Parsing Techniques NAACL 2007
Experimental Evaluation of LTAG-Based Features for Semantic Role Labeling CONLL 2007
Experimental Evaluation of LTAG-Based Features for Semantic Role Labeling EMNLP 2007
Exploiting Rich Syntactic Information for Relationship Extraction from Biomedical Articles NAACL 2007
Transductive learning for statistical machine translation ACL 2007
Tutorial on Inductive Semi-supervised Learning Methods: with Applicability to Natural Language Processing NAACL 2006
A Clustering Approach for Nearly Unsupervised Recognition of Nonliteral Language EACL 2006
A Smorgasbord of Features for Statistical Machine Translation NAACL 2004
Discriminative Reranking for Machine Translation NAACL 2004
Example Selection for Bootstrapping Statistical Parsers NAACL 2003
Bootstrapping statistical parsers from small datasets EACL 2003
Using LTAG Based Features in Parse Reranking EMNLP 2003
Learning Verb Argument Structure from Minimally Annotated Corpora COLING 2002
Applying Co-Training Methods to Statistical Parsing NAACL 2001
Automatic Extraction of Subcategorization Frames for Czech COLING 2000