Sujith Ravi

98 papers A* 16A 13B 5Journal 35Unranked 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
GraphER: An Efficient Graph-Based Enrichment and Reranking Method for Retrieval-Augmented Generation.
CoRR
Ruizhong Miao, Yuying Wang, Rongguang Wang, Chenyang Li, Tao Sheng, Sujith Ravi, Dan Roth
2026 J jnl
PAR
CoRR
Xingyu Li, Rongguang Wang, Yuying Wang, Mengqing Guo, Chenyang Li, Tao Sheng, Sujith Ravi, Dan Roth
2025 — conf
Aligning LLMs for Multilingual Consistency in Enterprise Applications.
EMNLP (Industry Track)
Amit Agarwal, Hansa Meghwani, Hitesh Laxmichand Patel, Tao Sheng, Sujith Ravi, Dan Roth
2025 J jnl
Aligning LLMs for Multilingual Consistency in Enterprise Applications.
CoRR
Amit Agarwal, Hansa Meghwani, Hitesh Laxmichand Patel, Tao Sheng, Sujith Ravi, Dan Roth
2025 — conf
Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs.
EMNLP (Industry Track)
Jyotika Singh, Weiyi Sun, Amit Agarwal, Viji Krishnamurthy, Yassine Benajiba, Sujith Ravi, Dan Roth
2025 J jnl
Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs.
CoRR
Jyotika Singh, Weiyi Sun, Amit Agarwal, Viji Krishnamurthy, Yassine Benajiba, Sujith Ravi, Dan Roth
2025 J jnl
LAD-RAG: Layout-aware Dynamic RAG for Visually-Rich Document Understanding.
CoRR
Zhivar Sourati, Zheng Wang, Marianne Menglin Liu, Yazhe Hu, Mengqing Guo, Sujeeth Bharadwaj, Kyu J. Han, Tao Sheng, Sujith Ravi, Morteza Dehghani, Dan Roth
2025 J jnl
Open Agent Specification (Agent Spec) Technical Report.
CoRR
Yassine Benajiba, Cesare Bernardis, Vladislav Blinov, Paul Cayet, Hassan Chafi, Abderrahim Fathan, Louis Faucon, Damien Hilloulin, Sungpack Hong, Ingo Kossyk, Rhicheek Patra, Sujith Ravi, Jonas Schweizer, Jyotika Singh, Shailender Singh, Xuelin Situ, Weiyi Sun, Jerry Xu, Ying Xu
2025 — conf
OraPlan-SQL: A Planning-Centric Framework for Complex Bilingual NL2SQL Reasoning.
IJCKG
Marianne Menglin Liu, Sai Ashish Somayajula, Syed Fahad Allam Shah, Sujith Ravi, Dan Roth
2025 J jnl
OraPlan-SQL: A Planning-Centric Framework for Complex Bilingual NL2SQL Reasoning.
CoRR
Marianne Menglin Liu, Sai Ashish Somayajula, Syed Fahad Allam Shah, Sujith Ravi, Dan Roth
2025 — conf
PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications.
EMNLP (Industry Track)
Hitesh Laxmichand Patel, Amit Agarwal, Srikant Panda, Hansa Meghwani, Karan Dua, Paul Li, Tao Sheng, Sujith Ravi, Dan Roth
2025 J jnl
PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications.
CoRR
Hitesh Laxmichand Patel, Amit Agarwal, Srikant Panda, Hansa Meghwani, Karan Dua, Paul Li, Tao Sheng, Sujith Ravi, Dan Roth
2025 — conf
RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks.
EMNLP (Industry Track)
Amit Agarwal, Hitesh Laxmichand Patel, Srikant Panda, Hansa Meghwani, Jyotika Singh, Karan Dua, Paul Li, Tao Sheng, Sujith Ravi, Dan Roth
2025 J jnl
RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks.
CoRR
Amit Agarwal, Hitesh Laxmichand Patel, Srikant Panda, Hansa Meghwani, Jyotika Singh, Karan Dua, Paul Li, Tao Sheng, Sujith Ravi, Dan Roth
2023 — conf
Evaluating the Tradeoff Between Abstractiveness and Factuality in Abstractive Summarization.
EACL (Findings)
Markus Dreyer, Mengwen Liu, Feng Nan, Sandeep Atluri, Sujith Ravi
2022 J jnl
Approximating 1-Wasserstein Distance with Trees.
CoRR
Makoto Yamada, Yuki Takezawa, Ryoma Sato, Han Bao, Zornitsa Kozareva, Sujith Ravi
2022 J jnl
Approximating 1-Wasserstein Distance with Trees.
Trans. Mach. Learn. Res.
Makoto Yamada, Yuki Takezawa, Ryoma Sato, Han Bao, Zornitsa Kozareva, Sujith Ravi
2022 A conf
Fixed Support Tree-Sliced Wasserstein Barycenter.
AISTATS
Yuki Takezawa, Ryoma Sato, Zornitsa Kozareva, Sujith Ravi, Makoto Yamada
2021 J jnl
Analyzing the Abstractiveness-Factuality Tradeoff With Nonlinear Abstractiveness Constraints.
CoRR
Markus Dreyer, Mengwen Liu, Feng Nan, Sandeep Atluri, Sujith Ravi
2021 J jnl
Efficient Retrieval Optimized Multi-task Learning.
CoRR
Hengxin Fun, Sunil Gandhi, Sujith Ravi
2021 — conf
Efficiently Summarizing Text and Graph Encodings of Multi-Document Clusters.
NAACL-HLT
Ramakanth Pasunuru, Mengwen Liu, Mohit Bansal, Sujith Ravi, Markus Dreyer
2021 J jnl
Fixed Support Tree-Sliced Wasserstein Barycenter.
CoRR
Yuki Takezawa, Ryoma Sato, Zornitsa Kozareva, Sujith Ravi, Makoto Yamada
2021 A conf
On-Device Text Representations Robust To Misspellings via Projections.
EACL
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
2021 A conf
ProFormer: Towards On-Device LSH Projection Based Transformers.
EACL
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
2021 — ed.
Proceedings of the 5th Workshop on Structured Prediction for NLP, SPNLP@ACL-IJCNLP 2021, Online, August 6, 2021
SPNLP@ACL-IJCNLP
Zornitsa Kozareva, Sujith Ravi, Andreas Vlachos, Priyanka Agrawal, André F. T. Martins
2021 — ed.
Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021
SustaiNLP@EMNLP
Nafise Sadat Moosavi, Iryna Gurevych, Angela Fan, Thomas Wolf, Yufang Hou, Ana Marasovic, Sujith Ravi
2021 B conf
SoDA: On-device Conversational Slot Extraction.
SIGDIAL
Sujith Ravi, Zornitsa Kozareva
2021 J jnl
Transductive Learning for Abstractive News Summarization.
CoRR
Arthur Brazinskas, Mengwen Liu, Ramesh Nallapati, Sujith Ravi, Markus Dreyer
2020 — conf
Environment-Agnostic Multitask Learning for Natural Language Grounded Navigation.
ECCV (24)
Xin Eric Wang, Vihan Jain, Eugene Ie, William Yang Wang, Zornitsa Kozareva, Sujith Ravi
2020 J jnl
Environment-agnostic Multitask Learning for Natural Language Grounded Navigation.
CoRR
Xin Wang, Vihan Jain, Eugene Ie, William Yang Wang, Zornitsa Kozareva, Sujith Ravi
2020 A* conf
GoEmotions: A Dataset of Fine-Grained Emotions.
ACL
Dorottya Demszky, Dana Movshovitz-Attias, Jeongwoo Ko, Alan S. Cowen, Gaurav Nemade, Sujith Ravi
2020 J jnl
GoEmotions: A Dataset of Fine-Grained Emotions.
CoRR
Dorottya Demszky, Dana Movshovitz-Attias, Jeongwoo Ko, Alan S. Cowen, Gaurav Nemade, Sujith Ravi
2020 A* conf
Low-Dimensional Hyperbolic Knowledge Graph Embeddings.
ACL
Ines Chami, Adva Wolf, Da-Cheng Juan, Frederic Sala, Sujith Ravi, Christopher Ré
2020 J jnl
Low-Dimensional Hyperbolic Knowledge Graph Embeddings.
CoRR
Ines Chami, Adva Wolf, Da-Cheng Juan, Frederic Sala, Sujith Ravi, Christopher Ré
2020 J jnl
ProFormer: Towards On-Device LSH Projection Based Transformers.
CoRR
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
2020 — ed.
Proceedings of the Fourth Workshop on Structured Prediction for NLP@EMNLP 2020, Online, November 20, 2020
SPNLP@EMNLP
Priyanka Agrawal, Zornitsa Kozareva, Julia Kreutzer, Gerasimos Lampouras, André F. T. Martins, Sujith Ravi, Andreas Vlachos
2020 A conf
Ultra Fine-Grained Image Semantic Embedding.
WSDM
Da-Cheng Juan, Chun-Ta Lu, Zhen Li, Futang Peng, Aleksei Timofeev, Yi-Ting Chen, Yaxi Gao, Tom Duerig, Andrew Tomkins, Sujith Ravi
2019 — conf
A2N: Attending to Neighbors for Knowledge Graph Inference.
ACL (1)
Trapit Bansal, Da-Cheng Juan, Sujith Ravi, Andrew McCallum
2019 B conf
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes.
SIGdial
Chinnadhurai Sankar, Sujith Ravi
2019 J jnl
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes.
CoRR
Chinnadhurai Sankar, Sujith Ravi
2019 A* conf
Efficient On-Device Models using Neural Projections.
ICML
Sujith Ravi
2019 J jnl
GAP: Generalizable Approximate Graph Partitioning Framework.
CoRR
Azade Nazi, Will Hang, Anna Goldie, Sujith Ravi, Azalia Mirhoseini
2019 J jnl
Generalized Clustering by Learning to Optimize Expected Normalized Cuts.
CoRR
Azade Nazi, Will Hang, Anna Goldie, Sujith Ravi, Azalia Mirhoseini
2019 A* conf
Graph Agreement Models for Semi-Supervised Learning.
NeurIPS
Otilia Stretcu, Krishnamurthy Viswanathan, Dana Movshovitz-Attias, Emmanouil A. Platanios, Sujith Ravi, Andrew Tomkins
2019 J jnl
Graph-RISE: Graph-Regularized Image Semantic Embedding.
CoRR
Da-Cheng Juan, Chun-Ta Lu, Zhen Li, Futang Peng, Aleksei Timofeev, Yi-Ting Chen, Yaxi Gao, Tom Duerig, Andrew Tomkins, Sujith Ravi
2019 A conf
Improved Semi-Supervised Learning with Multiple Graphs.
AISTATS
Krishnamurthy Viswanathan, Sushant Sachdeva, Andrew Tomkins, Sujith Ravi
2019 J jnl
Learning from a Teacher using Unlabeled Data.
CoRR
Gaurav Menghani, Sujith Ravi
2019 — conf
Natural Language Grounded Multitask Navigation.
ViGIL@NeurIPS
Xin Wang, Vihan Jain, Eugene Ie, William Yang Wang, Zornitsa Kozareva, Sujith Ravi
2019 J jnl
On the Robustness of Projection Neural Networks For Efficient Text Representation: An Empirical Study.
CoRR
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
2019 — conf
On-device Structured and Context Partitioned Projection Networks.
ACL (1)
Sujith Ravi, Zornitsa Kozareva
2019 — conf
PRADO: Projection Attention Networks for Document Classification On-Device.
EMNLP/IJCNLP (1)
Prabhu Kaliamoorthi, Sujith Ravi, Zornitsa Kozareva
2019 — conf
ProSeqo: Projection Sequence Networks for On-Device Text Classification.
EMNLP/IJCNLP (1)
Zornitsa Kozareva, Sujith Ravi
2019 — ed.
Proceedings of the Third Workshop on Structured Prediction for NLP@NAACL-HLT 2019, Minneapolis, Minnesota, Jun 7, 2019
SPNLP@NAACL-HLT
André F. T. Martins, Andreas Vlachos, Zornitsa Kozareva, Sujith Ravi, Gerasimos Lampouras, Vlad Niculae, Julia Kreutzer
2019 — conf
Transferable Neural Projection Representations.
NAACL-HLT (1)
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
2019 J jnl
Transferable Neural Projection Representations.
CoRR
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
2018 A conf
Neural Graph Learning: Training Neural Networks Using Graphs.
WSDM
Thang D. Bui, Sujith Ravi, Vivek Ramavajjala
2018 A* conf
PhotoReply: Automatically Suggesting Conversational Responses to Photos.
WWW
Ning Ye, Ariel Fuxman, Vivek Ramavajjala, Sergey Nazarov, J. Patrick McGregor, Sujith Ravi
2018 A* conf
Self-Governing Neural Networks for On-Device Short Text Classification.
EMNLP
Sujith Ravi, Zornitsa Kozareva
2018 A* conf
Self-Governing Neural Networks for On-Device Short Text Classification.
EMNLP
Sujith Ravi, Zornitsa Kozareva
2017 — conf
GraML Keynote.
IPDPS Workshops
Sujith Ravi
2017 J jnl
Neural Graph Machines: Learning Neural Networks Using Graphs.
CoRR
Thang D. Bui, Sujith Ravi, Vivek Ramavajjala
2017 J jnl
ProjectionNet: Learning Efficient On-Device Deep Networks Using Neural Projections.
CoRR
Sujith Ravi
2017 A conf
Related Event Discovery.
WSDM
Cheng Li, Michael Bendersky, Vijay Garg, Sujith Ravi
2016 — conf
Conversational Flow in Oxford-style Debates.
HLT-NAACL
Justine Zhang, Ravi Kumar, Sujith Ravi, Cristian Danescu-Niculescu-Mizil
2016 J jnl
Conversational flow in Oxford-style debates.
CoRR
Justine Zhang, Ravi Kumar, Sujith Ravi, Cristian Danescu-Niculescu-Mizil
2016 A conf
Hierarchical Label Propagation and Discovery for Machine Generated Email.
WSDM
James B. Wendt, Michael Bendersky, Lluis Garcia Pueyo, Vanja Josifovski, Balint Miklos, Ivo Krka, Amitabh Saikia, Jie Yang, Marc-Allen Cartright, Sujith Ravi
2016 A conf
Large Scale Distributed Semi-Supervised Learning Using Streaming Approximation.
AISTATS
Sujith Ravi, Qiming Diao
2016 J jnl
Semantic Video Trailers.
CoRR
Harrie Oosterhuis, Sujith Ravi, Michael Bendersky
2016 A* conf
Smart Reply: Automated Response Suggestion for Email.
KDD
Anjuli Kannan, Karol Kurach, Sujith Ravi, Tobias Kaufmann, Andrew Tomkins, Balint Miklos, Greg Corrado, László Lukács, Marina Ganea, Peter Young, Vivek Ramavajjala
2016 J jnl
Smart Reply: Automated Response Suggestion for Email.
CoRR
Anjuli Kannan, Karol Kurach, Sujith Ravi, Tobias Kaufmann, Andrew Tomkins, Balint Miklos, Greg Corrado, László Lukács, Marina Ganea, Peter Young, Vivek Ramavajjala
2015 J jnl
Large Scale Distributed Semi-Supervised Learning Using Streaming Approximation.
CoRR
Sujith Ravi, Qiming Diao
2015 A* conf
Refer-to-as Relations as Semantic Knowledge.
AAAI
Song Feng, Sujith Ravi, Ravi Kumar, Polina Kuznetsova, Wei Liu, Alexander C. Berg, Tamara L. Berg, Yejin Choi
2014 A conf
Great Question! Question Quality in Community Q&A.
ICWSM
Sujith Ravi, Bo Pang, Vibhor Rastogi, Ravi Kumar
2014 J jnl
Parallel Algorithms for Unsupervised Tagging.
Trans. Assoc. Comput. Linguistics
Sujith Ravi, Sergei Vassilvitskii, Vibhor Rastogi
2014 A* conf
Reducing the sampling complexity of topic models.
KDD
Aaron Q. Li, Amr Ahmed, Sujith Ravi, Alexander J. Smola
2013 A* conf
Measurement and modeling of eye-mouse behavior in the presence of nonlinear page layouts.
WWW
Vidhya Navalpakkam, LaDawn Jentzsch, Rory Sayres, Sujith Ravi, Amr Ahmed, Alexander J. Smola
2013 — conf
Scalable Decipherment for Machine Translation via Hash Sampling.
ACL (1)
Sujith Ravi
2013 — conf
Summarization Through Submodularity and Dispersion.
ACL (1)
Anirban Dasgupta, Ravi Kumar, Sujith Ravi
2012 — conf
FastEx: Hash Clustering with Exponential Families.
NIPS
Amr Ahmed, Sujith Ravi, Shravan M. Narayanamurthy, Alexander J. Smola
2012 — conf
Revisiting the Predictability of Language: Response Completion in Social Media.
EMNLP-CoNLL
Bo Pang, Sujith Ravi
2011 A* conf
Bayesian Inference for Zodiac and Other Homophonic Ciphers.
ACL
Sujith Ravi, Kevin Knight
2011 A* conf
Deciphering Foreign Language.
ACL
Sujith Ravi, Kevin Knight
2011 B conf
Semantic Role Labeling Without Treebanks?
IJCNLP
Stephen A. Boxwell, Chris Brew, Jason Baldridge, Dennis Mehay, Sujith Ravi
2011 — conf
Unsupervised Name Ambiguity Resolution Using A Generative Model.
ULNLP@EMNLP
Zornitsa Kozareva, Sujith Ravi
2010 A conf
Automatic generation of bid phrases for online advertising.
WSDM
Sujith Ravi, Andrei Z. Broder, Evgeniy Gabrilovich, Vanja Josifovski, Sandeep Pandey, Bo Pang
2010 — conf
Bayesian Inference for Finite-State Transducers.
HLT-NAACL
David Chiang, Jonathan Graehl, Kevin Knight, Adam Pauls, Sujith Ravi
2010 J jnl
Does GIZA++ Make Search Errors?
Comput. Linguistics
Sujith Ravi, Kevin Knight
2010 B conf
Fast, Greedy Model Minimization for Unsupervised Tagging.
COLING
Sujith Ravi, Ashish Vaswani, Kevin Knight, David Chiang
2010 A* conf
Minimized Models and Grammar-Informed Initialization for Supertagging with Highly Ambiguous Lexicons.
ACL
Sujith Ravi, Jason Baldridge, Kevin Knight
2009 J jnl
Attacking Letter Substitution Ciphers with Integer Programming.
Cryptologia
Sujith Ravi, Kevin Knight
2009 — conf
Learning Phoneme Mappings for Transliteration without Parallel Data.
HLT-NAACL
Sujith Ravi, Kevin Knight
2009 — conf
Minimized Models for Unsupervised Part-of-Speech Tagging.
ACL/IJCNLP
Sujith Ravi, Kevin Knight
2009 — conf
Probabilistic Methods for a Japanese Syllable Cipher.
ICCPOL
Sujith Ravi, Kevin Knight
2008 A* conf
Attacking Decipherment Problems Optimally with Low-Order N-gram Models.
EMNLP
Sujith Ravi, Kevin Knight
2008 A* conf
Automatic Prediction of Parser Accuracy.
EMNLP
Sujith Ravi, Kevin Knight, Radu Soricut
2008 B conf
Scaffolding On-Line Discussions with Past Discussions: An Analysis and Pilot Study of PedaBot.
Intelligent Tutoring Systems
Jihie Kim, Erin Shaw, Sujith Ravi, Erin Tavano, Aniwat Arromratana, Pankaj Sarda
2008 A conf
Using structured text for large-scale attribute extraction.
CIKM
Sujith Ravi, Marius Pasca
2007 A conf
Profiling Student Interactions in Threaded Discussions with Speech Act Classifiers.
AIED
Sujith Ravi, Jihie Kim