Sujith Ravi

43 papers · 2008–2026 · 10 conferences · across top CS/AI conferences

Achievements

+11 more ↓

🏃 Academic Marathon (17) 🌍 Conference Polyglot (10) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)

🌈 Renaissance Researcher (9) 🌍 Conference Polyglot (10) 🏃 Academic Marathon (17) 🤝 Dynamic Duo (11) 🧬 Topic Evolution 🏆 Keyword Champion (6) 🗃️ Keyword Collector (135) ⚡ Prolific Year (11) ❓ The Questioner (2) 🔥 Unstoppable (6) 💎 Century Club (41)

Conferences

ACL (12) EMNLP (10) NAACL (6) IJCNLP (4) AISTATS (3) EACL (3) NIPS (2) COLING (1) CONLL (1) ICML (1)

Top co-authors

Zornitsa Kozareva (11) Kevin Knight (10) Dan Roth (6) Tao Sheng (5) Amit Agarwal (4) Hansa Meghwani (3) Hitesh Laxmichand Patel (3) Chinnadhurai Sankar (3) Da-Cheng Juan (2) David Chiang (2)

Keywords

text classification (8) on-device inference (6) model compression (6) neural network (4) transfer learning (4) retrieval-augmented generation (3) large language model (3) locality-sensitive hashing (3) memory efficiency (3) semi-supervised learning (3) projection attention (2) abstractive summarization (2) projection network (2) link prediction (2) on-device neural network (2) dialog act classification (2) representation learning (2) multimodal large language model (2) attention mechanism (2) knowledge graph (2)

Papers

LAD-RAG: Layout-aware Dynamic RAG for Visually-Rich Document Understanding ACL 2026 PAR2-RAG: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering ACL 2026 Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs EMNLP 2025 Aligning LLMs for Multilingual Consistency in Enterprise Applications EMNLP 2025 RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks EMNLP 2025 PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications EMNLP 2025 Evaluating the Tradeoff Between Abstractiveness and Factuality in Abstractive Summarization EACL 2023 Fixed Support Tree-Sliced Wasserstein Barycenter AISTATS 2022 On-Device Text Representations Robust To Misspellings via Projections EACL 2021 Efficiently Summarizing Text and Graph Encodings of Multi-Document Clusters NAACL 2021 ProFormer: Towards On-Device LSH Projection Based Transformers EACL 2021 Low-Dimensional Hyperbolic Knowledge Graph Embeddings ACL 2020 GoEmotions: A Dataset of Fine-Grained Emotions ACL 2020 Transferable Neural Projection Representations NAACL 2019 On-device Structured and Context Partitioned Projection Networks ACL 2019 A2N: Attending to Neighbors for Knowledge Graph Inference ACL 2019 Improved Semi-Supervised Learning with Multiple Graphs AISTATS 2019 Proceedings of the Third Workshop on Structured Prediction for NLP NAACL 2019 Graph Agreement Models for Semi-Supervised Learning NIPS 2019 PRADO: Projection Attention Networks for Document Classification On-Device IJCNLP 2019 Efficient On-Device Models using Neural Projections ICML 2019 ProSeqo: Projection Sequence Networks for On-Device Text Classification EMNLP 2019 PRADO: Projection Attention Networks for Document Classification On-Device EMNLP 2019 ProSeqo: Projection Sequence Networks for On-Device Text Classification IJCNLP 2019 Self-Governing Neural Networks for On-Device Short Text Classification EMNLP 2018 Large Scale Distributed Semi-Supervised Learning Using Streaming Approximation AISTATS 2016 Conversational Flow in Oxford-style Debates NAACL 2016 Scalable Decipherment for Machine Translation via Hash Sampling ACL 2013 Summarization Through Submodularity and Dispersion ACL 2013 Revisiting the Predictability of Language: Response Completion in Social Media CONLL 2012 FastEx: Hash Clustering with Exponential Families NIPS 2012 Revisiting the Predictability of Language: Response Completion in Social Media EMNLP 2012 Bayesian Inference for Zodiac and Other Homophonic Ciphers ACL 2011 Deciphering Foreign Language ACL 2011 Semantic Role Labeling Without Treebanks? IJCNLP 2011 Fast, Greedy Model Minimization for Unsupervised Tagging COLING 2010 Bayesian Inference for Finite-State Transducers NAACL 2010 Minimized Models and Grammar-Informed Initialization for Supertagging with Highly Ambiguous Lexicons ACL 2010 Minimized Models for Unsupervised Part-of-Speech Tagging ACL 2009 Minimized Models for Unsupervised Part-of-Speech Tagging IJCNLP 2009 Learning Phoneme Mappings for Transliteration without Parallel Data NAACL 2009 Attacking Decipherment Problems Optimally with Low-Order N-gram Models EMNLP 2008 Automatic Prediction of Parser Accuracy EMNLP 2008