Salim Roukos

165 papers A* 25A 7B 3Misc 13Journal 50Unranked 66
YearRankTypeTitle / Venue / Authors
2025 B conf
Automated Single-Turn Solution Recommendation System for Software IT Support Tickets.
IEEE Big Data
Paulina Toro Isaza, Michael Nidd, Noah Zheutlin, Jae-wook Ahn, Chidansh Amitkumar Bhatt, Yu Deng, Ruchi Mahindru, Martin Franz, Hans Florian, Salim Roukos
2025 J jnl
CLAPnq: Cohesive Long-form Answers from Passages in Natural Questions for RAG systems.
Trans. Assoc. Comput. Linguistics
Sara Rosenthal, Avirup Sil, Radu Florian, Salim Roukos
2025 B conf
From Multiple-Choice to Extractive QA: A Case Study for English and Arabic.
COLING
Teresa Lynn, Malik H. Altakrori, Samar Mohamed Magdy, Rocktim Jyoti Das, Chenyang Lyu, Mohamed Nasr, Younes Samih, Kirill Chirkunov, Alham Fikri Aji, Preslav Nakov, Shantanu Godbole, Salim Roukos, Radu Florian, Nizar Habash
2025 J jnl
Granite Embedding Models.
CoRR
Parul Awasthy, Aashka Trivedi, Yulong Li, Mihaela A. Bornea, David Cox, Abraham Daniels, Martin Franz, Gabe Goodhart, Bhavani Iyer, Vishwajeet Kumar, Luis A. Lastras, J. Scott McCarley, Rudra Murthy, Vignesh P, Sara Rosenthal, Salim Roukos, Jaydeep Sen, Sukriti Sharma, Avirup Sil, Kate Soule, Md. Arafat Sultan, Radu Florian
2025 J jnl
Granite Embedding R2 Models.
CoRR
Parul Awasthy, Aashka Trivedi, Yulong Li, Meet Doshi, Riyaz A. Bhat, Vignesh P, Vishwajeet Kumar, Yushu Yang, Bhavani Iyer, Abraham Daniels, Rudra Murthy, Ken Barker, Martin Franz, Madison Lee, Todd Ward, Salim Roukos, David Cox, Luis A. Lastras, Jaydeep Sen, Radu Florian
2025 J jnl
Optimal Policy Minimum Bayesian Risk.
CoRR
Ramón Fernandez Astudillo, Md. Arafat Sultan, Aashka Trivedi, Yousef El-Kurdi, Tahira Naseem, Radu Florian, Salim Roukos
2024 A* conf
CHRONOS: A Schema-Based Event Understanding and Prediction System.
AAAI
Maria Chang, Achille Fokoue, Rosario Uceda-Sosa, Parul Awasthy, Ken Barker, Sadhana Kumaravel, Oktie Hassanzadeh, Elton F. S. Soares, Tian Gao, Debarun Bhattacharjya, Radu Florian, Salim Roukos
2024 J jnl
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systems.
CoRR
Sara Rosenthal, Avirup Sil, Radu Florian, Salim Roukos
2024 J jnl
Can a Multichoice Dataset be Repurposed for Extractive Question Answering?
CoRR
Teresa Lynn, Malik H. Altakrori, Samar Mohamed Magdy, Rocktim Jyoti Das, Chenyang Lyu, Mohamed Nasr, Younes Samih, Alham Fikri Aji, Preslav Nakov, Shantanu Godbole, Salim Roukos, Radu Florian, Nizar Habash
2024 — conf
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks.
EMNLP (Industry Track)
Ibrahim Abdelaziz, Kinjal Basu, Mayank Agarwal, Sadhana Kumaravel, Matthew Stallone, Rameswar Panda, Yara Rizk, G. P. Shrivatsa Bhargav, Maxwell Crouse, R. Chulaka Gunasekara, Shajith Ikbal, Sachindra Joshi, Hima Karanam, Vineet Kumar, Asim Munawar, Sumit Neelam, Dinesh Raghu, Udit Sharma, Adriana Meza Soria, Dheeraj Sreedhar, Praveen Venkateswaran, Merve Unuvar, David Cox, Salim Roukos, Luis A. Lastras, Pavan Kapanipathi
2024 J jnl
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks.
CoRR
Ibrahim Abdelaziz, Kinjal Basu, Mayank Agarwal, Sadhana Kumaravel, Matthew Stallone, Rameswar Panda, Yara Rizk, GP Bhargav, Maxwell Crouse, R. Chulaka Gunasekara, Shajith Ikbal, Sachin Joshi, Hima Karanam, Vineet Kumar, Asim Munawar, Sumit Neelam, Dinesh Raghu, Udit Sharma, Adriana Meza Soria, Dheeraj Sreedhar, Praveen Venkateswaran, Merve Unuvar, David Cox, Salim Roukos, Luis A. Lastras, Pavan Kapanipathi
2024 A* conf
Graph-based Uncertainty Metrics for Long-form Language Model Generations.
NeurIPS
Mingjian Jiang, Yangjun Ruan, Prasanna Sattigeri, Salim Roukos, Tatsunori B. Hashimoto
2024 J jnl
Graph-based Uncertainty Metrics for Long-form Language Model Outputs.
CoRR
Mingjian Jiang, Yangjun Ruan, Prasanna Sattigeri, Salim Roukos, Tatsunori Hashimoto
2024 J jnl
Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels.
CoRR
Jasper Xian, Saron Samuel, Faraz Khoubsirat, Ronak Pradeep, Md. Arafat Sultan, Radu Florian, Salim Roukos, Avirup Sil, Christopher Potts, Omar Khattab
2024 J jnl
Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support.
CoRR
Paulina Toro Isaza, Michael Nidd, Noah Zheutlin, Jae-wook Ahn, Chidansh Amitkumar Bhatt, Yu Deng, Ruchi Mahindru, Martin Franz, Hans Florian, Salim Roukos
2024 J jnl
Self-Refinement of Language Models from External Proxy Metrics Feedback.
CoRR
Keshav Ramji, Young-Suk Lee, Ramón Fernandez Astudillo, Md. Arafat Sultan, Tahira Naseem, Asim Munawar, Radu Florian, Salim Roukos
2023 J jnl
AMR Parsing with Instruction Fine-tuned Pre-trained Language Models.
CoRR
Young-Suk Lee, Ramón Fernandez Astudillo, Radu Florian, Tahira Naseem, Salim Roukos
2023 J jnl
Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs.
CoRR
Young-Suk Lee, Md. Arafat Sultan, Yousef El-Kurdi, Tahira Naseem, Asim Munawar, Radu Florian, Salim Roukos, Ramón Fernandez Astudillo
2023 — conf
Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs.
EMNLP (Findings)
Young-Suk Lee, Md. Arafat Sultan, Yousef El-Kurdi, Tahira Naseem, Asim Munawar, Radu Florian, Salim Roukos, Ramón Fernandez Astudillo
2023 — conf
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types.
ACL (Findings)
Keerthiram Murugesan, Sarathkrishna Swaminathan, Soham Dan, Subhajit Chaudhury, R. Chulaka Gunasekara, Maxwell Crouse, Diwakar Mahajan, Ibrahim Abdelaziz, Achille Fokoue, Pavan Kapanipathi, Salim Roukos, Alexander Gray
2023 J jnl
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types.
CoRR
Keerthiram Murugesan, Sarathkrishna Swaminathan, Soham Dan, Subhajit Chaudhury, R. Chulaka Gunasekara, Maxwell Crouse, Diwakar Mahajan, Ibrahim Abdelaziz, Achille Fokoue, Pavan Kapanipathi, Salim Roukos, Alexander Gray
2023 — conf
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking.
ACL (Findings)
Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avi Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts
2023 — conf
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development.
ACL (demo)
Avi Sil, Jaydeep Sen, Bhavani Iyer, Martin Franz, Kshitij Fadnis, Mihaela A. Bornea, Sara Rosenthal, J. Scott McCarley, Rong Zhang, Vishwajeet Kumar, Yulong Li, Md. Arafat Sultan, Riyaz A. Bhat, Jürgen Broß, Radu Florian, Salim Roukos
2023 J jnl
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development.
CoRR
Avirup Sil, Jaydeep Sen, Bhavani Iyer, Martin Franz, Kshitij Fadnis, Mihaela A. Bornea, Sara Rosenthal, J. Scott McCarley, Rong Zhang, Vishwajeet Kumar, Yulong Li, Md. Arafat Sultan, Riyaz A. Bhat, Radu Florian, Salim Roukos
2023 J jnl
Scalable Learning of Latent Language Structure With Logical Offline Cycle Consistency.
CoRR
Maxwell Crouse, Ramón Fernandez Astudillo, Tahira Naseem, Subhajit Chaudhury, Pavan Kapanipathi, Salim Roukos, Alexander Gray
2023 J jnl
Slide, Constrain, Parse, Repeat: Synchronous SlidingWindows for Document AMR Parsing.
CoRR
Sadhana Kumaravel, Tahira Naseem, Ramón Fernandez Astudillo, Radu Florian, Salim Roukos
2023 A* conf
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers.
EMNLP
Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts
2023 J jnl
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers.
CoRR
Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts
2022 J jnl
A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge Bases.
CoRR
Sumit Neelam, Udit Sharma, Hima Karanam, Shajith Ikbal, Pavan Kapanipathi, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Young-Suk Lee, Santosh K. Srivastava, Cezar Pendus, Saswati Dana, Dinesh Garg, Achille Fokoue, G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Srinivas Ravishankar, Sairam Gurajada, Maria Chang, Rosario Uceda-Sosa, Salim Roukos, Alexander G. Gray, Guilherme Lima, Ryan Riegel, Francois P. S. Luus, L. Venkata Subramaniam
2022 J jnl
A Closer Look at the Calibration of Differentially Private Learners.
CoRR
Hanlin Zhang, Xuechen Li, Prithviraj Sen, Salim Roukos, Tatsunori Hashimoto
2022 — conf
DocAMR: Multi-Sentence AMR Representation and Evaluation.
NAACL-HLT
Tahira Naseem, Austin Blodgett, Sadhana Kumaravel, Tim O'Gorman, Young-Suk Lee, Jeffrey Flanigan, Ramón Fernandez Astudillo, Radu Florian, Salim Roukos, Nathan Schneider
2022 A* conf
Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules.
EMNLP
Prithviraj Sen, Breno W. S. R. de Carvalho, Ibrahim Abdelaziz, Pavan Kapanipathi, Salim Roukos, Alexander G. Gray
2022 — conf
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing.
NAACL-HLT
Young-Suk Lee, Ramón Fernandez Astudillo, Hoang Thanh Lam, Tahira Naseem, Radu Florian, Salim Roukos
2022 J jnl
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking.
CoRR
Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avirup Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts
2022 — conf
SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases.
EMNLP (Findings)
Sumit Neelam, Udit Sharma, Hima Karanam, Shajith Ikbal, Pavan Kapanipathi, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Young-Suk Lee, Santosh K. Srivastava, Cezar Pendus, Saswati Dana, Dinesh Garg, Achille Fokoue, G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Srinivas Ravishankar, Sairam Gurajada, Maria Chang, Rosario Uceda-Sosa, Salim Roukos, Alexander Gray, Guilherme Lima, Ryan Riegel, Francois P. S. Luus, L. Venkata Subramaniam
2022 J jnl
Synthetic Target Domain Supervision for Open Retrieval QA.
CoRR
Revanth Gangi Reddy, Bhavani Iyer, Md. Arafat Sultan, Rong Zhang, Avirup Sil, Vittorio Castelli, Radu Florian, Salim Roukos
2022 — conf
Zero-shot Entity Linking with Less Data.
NAACL-HLT (Findings)
G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Saswati Dana, Dinesh Garg, Pavan Kapanipathi, Salim Roukos, Alexander G. Gray, L. Venkata Subramaniam
2021 A* conf
A Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering.
AAAI
Ibrahim Abdelaziz, Srinivas Ravishankar, Pavan Kapanipathi, Salim Roukos, Alexander G. Gray
2021 — conf
A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering.
ACL/IJCNLP (2)
Tahira Naseem, Srinivas Ravishankar, Nandana Mihindukulasooriya, Ibrahim Abdelaziz, Young-Suk Lee, Pavan Kapanipathi, Salim Roukos, Alfio Gliozzo, Alexander G. Gray
2021 A conf
Bootstrapping Multilingual AMR with Contextual Word Alignments.
EACL
Janaki Sheth, Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Radu Florian, Salim Roukos, Todd Ward
2021 J jnl
Bootstrapping Multilingual AMR with Contextual Word Alignments.
CoRR
Janaki Sheth, Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Radu Florian, Salim Roukos, Todd Ward
2021 J jnl
Combining Rules and Embeddings via Neuro-Symbolic AI for Knowledge Base Completion.
CoRR
Prithviraj Sen, Breno W. S. R. de Carvalho, Ibrahim Abdelaziz, Pavan Kapanipathi, Francois P. S. Luus, Salim Roukos, Alexander G. Gray
2021 J jnl
DocAMR: Multi-Sentence AMR Representation and Evaluation.
CoRR
Tahira Naseem, Austin Blodgett, Sadhana Kumaravel, Tim O'Gorman, Young-Suk Lee, Jeffrey Flanigan, Ramón Fernandez Astudillo, Radu Florian, Salim Roukos, Nathan Schneider
2021 A* conf
KAAPA: Knowledge Aware Answers from PDF Analysis.
AAAI
Nicolas R. Fauceglia, Mustafa Canim, Alfio Gliozzo, Jennifer J. Liang, Nancy Xin Ru Wang, Douglas Burdick, Nandana Mihindukulasooriya, Vittorio Castelli, Guy Feigenblat, David Konopnicki, Yannis Katsis, Radu Florian, Yunyao Li, Salim Roukos, Avirup Sil
2021 J jnl
Learning to Transpile AMR into SPARQL.
CoRR
Mihaela A. Bornea, Ramón Fernandez Astudillo, Tahira Naseem, Nandana Mihindukulasooriya, Ibrahim Abdelaziz, Pavan Kapanipathi, Radu Florian, Salim Roukos
2021 — conf
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering.
ACL/IJCNLP (Findings)
Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Salim Roukos, Alexander G. Gray, Ramón Fernandez Astudillo, Maria Chang, Cristina Cornelio, Saswati Dana, Achille Fokoue, Dinesh Garg, Alfio Gliozzo, Sairam Gurajada, Hima Karanam, Naweed Khan, Dinesh Khandelwal, Young-Suk Lee, Yunyao Li, Francois P. S. Luus, Ndivhuwo Makondo, Nandana Mihindukulasooriya, Tahira Naseem, Sumit Neelam, Lucian Popa, Revanth Gangi Reddy, Ryan Riegel, Gaetano Rossiello, Udit Sharma, G. P. Shrivatsa Bhargav, Mo Yu
2021 J jnl
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing.
CoRR
Young-Suk Lee, Ramón Fernandez Astudillo, Thanh Lam Hoang, Tahira Naseem, Radu Florian, Salim Roukos
2021 J jnl
SYGMA: System for Generalizable Modular Question Answering OverKnowledge Bases.
CoRR
Sumit Neelam, Udit Sharma, Hima Karanam, Shajith Ikbal, Pavan Kapanipathi, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Young-Suk Lee, Santosh K. Srivastava, Cezar Pendus, Saswati Dana, Dinesh Garg, Achille Fokoue, G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Srinivas Ravishankar, Sairam Gurajada, Maria Chang, Rosario Uceda-Sosa, Salim Roukos, Alexander G. Gray, Guilherme Lima, Ryan Riegel, Francois P. S. Luus, L. Venkata Subramaniam
2021 — conf
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing.
EMNLP (1)
Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, Young-Suk Lee, Radu Florian, Salim Roukos
2021 J jnl
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing.
CoRR
Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, Young-Suk Lee, Radu Florian, Salim Roukos
2021 A* conf
Synthetic Target Domain Supervision for Open Retrieval QA.
SIGIR
Revanth Gangi Reddy, Bhavani Iyer, Md. Arafat Sultan, Rong Zhang, Avirup Sil, Vittorio Castelli, Radu Florian, Salim Roukos
2020 — conf
A Multilingual Reading Comprehension System for more than 100 Languages.
COLING (Demonstrations)
Anthony Ferritto, Sara Rosenthal, Mihaela A. Bornea, Kazi Hasan, Rishav Chakravarti, Salim Roukos, Radu Florian, Avi Sil
2020 — conf
ARES: A Reading Comprehension Ensembling Service.
EMNLP (Demos)
Anthony Ferritto, Lin Pan, Rishav Chakravarti, Salim Roukos, Radu Florian, J. William Murdock, Avirup Sil
2020 J jnl
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training.
CoRR
Revanth Gangi Reddy, Bhavani Iyer, Md. Arafat Sultan, Rong Zhang, Avi Sil, Vittorio Castelli, Radu Florian, Salim Roukos
2020 A* conf
GPT-too: A Language-Model-First Approach for AMR-to-Text Generation.
ACL
Manuel Mager, Ramón Fernandez Astudillo, Tahira Naseem, Md. Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos
2020 J jnl
GPT-too: A language-model-first approach for AMR-to-text generation.
CoRR
Manuel Mager, Ramón Fernandez Astudillo, Tahira Naseem, Md. Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos
2020 — conf
Leveraging Semantic Parsing for Relation Linking over Knowledge Bases.
ISWC (1)
Nandana Mihindukulasooriya, Gaetano Rossiello, Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Mo Yu, Alfio Gliozzo, Salim Roukos, Alexander G. Gray
2020 J jnl
Leveraging Semantic Parsing for Relation Linking over Knowledge Bases.
CoRR
Nandana Mihindukulasooriya, Gaetano Rossiello, Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Mo Yu, Alfio Gliozzo, Salim Roukos, Alexander G. Gray
2020 — conf
Multi-Stage Pre-training for Low-Resource Domain Adaptation.
EMNLP (1)
Rong Zhang, Revanth Gangi Reddy, Md. Arafat Sultan, Vittorio Castelli, Anthony Ferritto, Radu Florian, Efsun Sarioglu Kayi, Salim Roukos, Avirup Sil, Todd Ward
2020 J jnl
Multi-Stage Pre-training for Low-Resource Domain Adaptation.
CoRR
Rong Zhang, Revanth Gangi Reddy, Md. Arafat Sultan, Vittorio Castelli, Anthony Ferritto, Radu Florian, Efsun Sarioglu Kayi, Salim Roukos, Avirup Sil, Todd Ward
2020 — conf
Pushing the Limits of AMR Parsing with Self-Learning.
EMNLP (Findings)
Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Revanth Gangi Reddy, Radu Florian, Salim Roukos
2020 J jnl
Pushing the Limits of AMR Parsing with Self-Learning.
CoRR
Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Revanth Gangi Reddy, Radu Florian, Salim Roukos
2020 J jnl
Question Answering over Knowledge Bases by Leveraging Semantic Parsing and Neuro-Symbolic Reasoning.
CoRR
Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Salim Roukos, Alexander G. Gray, Ramón Fernandez Astudillo, Maria Chang, Cristina Cornelio, Saswati Dana, Achille Fokoue, Dinesh Garg, Alfio Gliozzo, Sairam Gurajada, Hima Karanam, Naweed Khan, Dinesh Khandelwal, Young-Suk Lee, Yunyao Li, Francois P. S. Luus, Ndivhuwo Makondo, Nandana Mihindukulasooriya, Tahira Naseem, Sumit Neelam, Lucian Popa, Revanth Gangi Reddy, Ryan Riegel, Gaetano Rossiello, Udit Sharma, G. P. Shrivatsa Bhargav, Mo Yu
2020 A* conf
The TechQA Dataset.
ACL
Vittorio Castelli, Rishav Chakravarti, Saswati Dana, Anthony Ferritto, Radu Florian, Martin Franz, Dinesh Garg, Dinesh Khandelwal, J. Scott McCarley, Mike McCawley, Mohamed Nasr, Lin Pan, Cezar Pendus, John F. Pitrelli, Saurabh Pujar, Salim Roukos, Andrzej Sakrajda, Avirup Sil, Rosario Uceda-Sosa, Todd Ward, Rong Zhang
2020 — conf
Towards building a Robust Industry-scale Question Answering System.
COLING (Industry)
Rishav Chakravarti, Anthony Ferritto, Bhavani Iyer, Lin Pan, Radu Florian, Salim Roukos, Avi Sil
2019 — conf
CFO: A Framework for Building Production NLP Systems.
EMNLP/IJCNLP (3)
Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda, Anthony Ferritto, Lin Pan, Michael R. Glass, Vittorio Castelli, J. William Murdock, Radu Florian, Salim Roukos, Avirup Sil
2019 J jnl
CFO: A Framework for Building Production NLP Systems.
CoRR
Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda, Anthony Ferritto, Lin Pan, Michael R. Glass, Vittorio Castelli, J. William Murdock, Radu Florian, Salim Roukos, Avirup Sil
2019 J jnl
Ensembling Strategies for Answering Natural Questions.
CoRR
Anthony Ferritto, Lin Pan, Rishav Chakravarti, Salim Roukos, Radu Florian, J. William Murdock, Avirup Sil
2019 J jnl
Frustratingly Easy Natural Question Answering.
CoRR
Lin Pan, Rishav Chakravarti, Anthony Ferritto, Michael R. Glass, Alfio Gliozzo, Salim Roukos, Radu Florian, Avirup Sil
2019 J jnl
Heuristics for Interpretable Knowledge Graph Contextualization.
CoRR
Kshitij P. Fadnis, Kartik Talamadupula, Pavan Kapanipathi, Haque Ishfaq, Salim Roukos, Achille Fokoue
2019 — conf
Links with Answers: Query Answering for Customer Support.
ISWC (Satellites)
Veronika Thost, Achille Fokoue, Vittorio Castelli, Salim Roukos
2019 — conf
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning.
ACL (1)
Tahira Naseem, Abhishek Shah, Hui Wan, Radu Florian, Salim Roukos, Miguel Ballesteros
2019 J jnl
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning.
CoRR
Tahira Naseem, Abhishek Shah, Hui Wan, Radu Florian, Salim Roukos, Miguel Ballesteros
2019 J jnl
The TechQA Dataset.
CoRR
Vittorio Castelli, Rishav Chakravarti, Saswati Dana, Anthony Ferritto, Radu Florian, Martin Franz, Dinesh Garg, Dinesh Khandelwal, J. Scott McCarley, Mike McCawley, Mohamed Nasr, Lin Pan, Cezar Pendus, John F. Pitrelli, Saurabh Pujar, Salim Roukos, Andrzej Sakrajda, Avirup Sil, Rosario Uceda-Sosa, Todd Ward, Rong Zhang
2014 — conf
Adaptive HTER Estimation for Document-Specific MT Post-Editing.
ACL (1)
Fei Huang, Jian-Ming Xu, Abraham Ittycheriah, Salim Roukos
2014 J jnl
Improving MT post-editing productivity with adaptive confidence estimation for document-specific translation model.
Mach. Transl.
Fei Huang, Jian-Ming Xu, Abraham Ittycheriah, Salim Roukos
2014 A* conf
Invited Talk: IBM Cognitive Computing - An NLP Renaissance!
EMNLP
Salim Roukos
2014 — conf
Multi-lingual Text Leveling.
TSD
Salim Roukos, Jerome Quin, Todd Ward
2012 A* conf
Distilling and exploring nuggets from a corpus.
SIGIR
Vittorio Castelli, Hema Raghavan, Radu Florian, Ding-Jung Han, Xiaoqiang Luo, Salim Roukos
2012 — conf
Document-Specific Statistical Machine Translation for Improving Human Translation Productivity.
CICLing (2)
Salim Roukos, Abraham Ittycheriah, Jian-Ming Xu
2011 A* conf
A Correction Model for Word Alignments.
EMNLP
J. Scott McCarley, Abraham Ittycheriah, Salim Roukos, Bing Xiang, Jian-Ming Xu
2011 — conf
IBM Chinese-to-English PatentMT System for NTCIR-9.
NTCIR
Young-Suk Lee, Bing Xiang, Bing Zhao, Martin Franz, Salim Roukos, Yaser Al-Onaizan
2010 — conf
A novel approach for proper name transliteration verification.
ISCSLP
Ea-Ee Jan, Niyu Ge, Shih-Hsiang Lin, Salim Roukos, Jeffrey S. Sorensen
2010 A* conf
Improving Mention Detection Robustness to Noisy Input.
EMNLP
Radu Florian, John F. Pitrelli, Salim Roukos, Imed Zitouni
2010 B conf
Learning to Predict Readability using Diverse Linguistic Features.
COLING
Rohit J. Kate, Xiaoqiang Luo, Siddharth Patwardhan, Martin Franz, Radu Florian, Raymond J. Mooney, Salim Roukos, Chris Welty
2009 J jnl
Active Learning for Mention Detection: A Comparison of Sentence Selection Strategies
CoRR
Nitin Madnani, Hongyan Jing, Nanda Kambhatla, Salim Roukos
2009 A conf
Iterative sentence-pair extraction from quasi-parallel corpora for machine translation.
INTERSPEECH
Ruhi Sarikaya, Sameer Maskey, R. Zhang, Ea-Ee Jan, D. Wang, Bhuvana Ramabhadran, Salim Roukos
2009 — conf
Real Time Translation Services at IBM.
MTSummit
David M. Lubensky, Salim Roukos
2008 J jnl
System Combination for Machine Translation of Spoken and Written Language.
IEEE Trans. Speech Audio Process.
Evgeny Matusov, Gregor Leusch, Rafael E. Banchs, Nicola Bertoldi, Daniel Déchelotte, Marcello Federico, Muntsin Kolss, Young-Suk Lee, José B. Mariño, Matthias Paulik, Salim Roukos, Holger Schwenk, Hermann Ney
2007 — conf
Direct Translation Model 2.
HLT-NAACL
Abraham Ittycheriah, Salim Roukos
2007 A* conf
Extracting Social Networks and Biographical Facts From Conversational Speech Transcripts.
ACL
Hongyan Jing, Nanda Kambhatla, Salim Roukos
2007 J jnl
Rethinking Full-Text Search for Multi-lingual Databases.
IEEE Data Eng. Bull.
Jeffrey S. Sorensen, Salim Roukos
2006 — conf
Recent results on MT evaluation in the GALE program.
IWSLT
Salim Roukos
2005 — conf
A Maximum Entropy Word Aligner for Arabic-English Machine Translation.
HLT/EMNLP
Abraham Ittycheriah, Salim Roukos
2004 A* conf
A Mention-Synchronous Coreference Resolution Algorithm Based On the Bell Tree.
ACL
Xiaoqiang Luo, Abraham Ittycheriah, Hongyan Jing, Nanda Kambhatla, Salim Roukos
2004 — conf
A Statistical Model for Multilingual Entity Detection and Tracking.
HLT-NAACL
Radu Florian, Hany Hassan, Abraham Ittycheriah, Hongyan Jing, Nanda Kambhatla, Xiaoqiang Luo, Nicolas Nicolov, Salim Roukos
2004 — ed.
Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, HLT-NAACL 2004, Boston, Massachusetts, USA, May 2-7, 2004
HLT-NAACL
Julia Hirschberg, Susan T. Dumais, Daniel Marcu, Salim Roukos
2004 — conf
IBM spoken language translation system evaluation.
IWSLT
Young-Suk Lee, Salim Roukos
2003 — conf
Automatic Derivation of Surface Text Patterns for a Maximum Entropy Based Question Answering System.
HLT-NAACL
Deepak Ravichandran, Abraham Ittycheriah, Salim Roukos
2003 J jnl
Challenges in information retrieval and language modeling: report of a workshop held at the center for intelligent information retrieval, University of Massachusetts Amherst, September 2002.
SIGIR Forum
James Allan, Jay Aslam, Nicholas J. Belkin, Chris Buckley, James P. Callan, W. Bruce Croft, Susan T. Dumais, Norbert Fuhr, Donna Harman, David J. Harper, Djoerd Hiemstra, Thomas Hofmann, Eduard H. Hovy, Wessel Kraaij, John D. Lafferty, Victor Lavrenko, David D. Lewis, Liz Liddy, R. Manmatha, Andrew McCallum, Jay M. Ponte, John M. Prager, Dragomir R. Radev, Philip Resnik, Stephen E. Robertson, Ronald Rosenfeld, Salim Roukos, Mark Sanderson, Richard M. Schwartz, Amit Singhal, Alan F. Smeaton, Howard R. Turtle, Ellen M. Voorhees, Ralph M. Weischedel, Jinxi Xu, ChengXiang Zhai
2003 A* conf
Language Model Based Arabic Word Segmentation.
ACL
Young-Suk Lee, Kishore Papineni, Salim Roukos, Ossama Emam, Hany Hassan
2003 — conf
TIPS: A Translingual Information Processing System.
HLT-NAACL
Yaser Al-Onaizan, Radu Florian, Martin Franz, Hany Hassan, Young-Suk Lee, J. Scott McCarley, Kishore Papineni, Salim Roukos, Jeffrey S. Sorensen, Christoph Tillmann, Todd Ward, Fei Xia
2003 — conf
dentifying and Tracking Entity Mentions in a Maximum Entropy Framework.
HLT-NAACL
Abraham Ittycheriah, Lucian Vlad Lita, Nanda Kambhatla, Nicolas Nicolov, Salim Roukos, Margo Stys
2003 A* conf
tRuEcasIng.
ACL
Lucian Vlad Lita, Abraham Ittycheriah, Salim Roukos, Nanda Kambhatla
2002 — conf
A Flexible Framework for Developing Mixed-Initiative Dialog Systems.
SIGDIAL Workshop
Judith Hochberg, Nanda Kambhatla, Salim Roukos
2002 J jnl
A multistage algorithm for spotting new words in speech.
IEEE Trans. Speech Audio Process.
Satya Dharanipragada, Salim Roukos
2002 A* conf
Active Learning for Statistical Natural Language Parsing.
ACL
Min Tang, Xiaoqiang Luo, Salim Roukos
2002 A* conf
Bleu: a Method for Automatic Evaluation of Machine Translation.
ACL
Kishore Papineni, Salim Roukos, Todd Ward, Wei-Jing Zhu
2002 A conf
DARPA communicator evaluation: progress from 2000 to 2001.
INTERSPEECH
Marilyn A. Walker, Alexander I. Rudnicky, John S. Aberdeen, Elizabeth Owen Bratt, John S. Garofolo, Helen Wright Hastie, Audrey N. Le, Bryan L. Pellom, Alexandros Potamianos, Rebecca J. Passonneau, Rashmi Prasad, Salim Roukos, Gregory A. Sanders, Stephanie Seneff, David Stallard
2002 A conf
DARPA communicator: cross-system results for the 2001 evaluation.
INTERSPEECH
Marilyn A. Walker, Alexander I. Rudnicky, Rashmi Prasad, John S. Aberdeen, Elizabeth Owen Bratt, John S. Garofolo, Helen Wright Hastie, Audrey N. Le, Bryan L. Pellom, Alexandros Potamianos, Rebecca J. Passonneau, Salim Roukos, Gregory A. Sanders, Stephanie Seneff, David Stallard
2002 — conf
IBM's Statistical Question Answering System-TREC 11.
TREC
Abraham Ittycheriah, Salim Roukos
2001 — conf
IBM's Statistical Question Answering System - TREC-10.
TREC
Abraham Ittycheriah, Martin Franz, Salim Roukos
2000 A conf
Real-time multilingual HMM training robust to channel variations.
INTERSPEECH
Ea-Ee Jan, Jaime Botella Ordinas, George Saon, Salim Roukos
2000 — conf
Statistical Methods for Translingual Information Retrieval.
Kyoto International Conference on Digital Libraries
Salim Roukos
2000 A conf
Statistical methods for topic segmentation.
INTERSPEECH
Satya Dharanipragada, Martin Franz, J. Scott McCarley, Kishore Papineni, Salim Roukos, Todd Ward, Wei-Jing Zhu
1999 — conf
Free-flow dialog management using forms.
EUROSPEECH
Kishore Papineni, Salim Roukos, Todd Ward
1999 Misc conf
Phrase splicing and variable substitution using the IBM trainable speech synthesis system.
ICASSP
Robert E. Donovan, Martin Franz, Jeffrey S. Sorensen, Salim Roukos
1999 — conf
Story segmentation and topic detection for recognized speech.
EUROSPEECH
Satya Dharanipragada, Martin Franz, J. Scott McCarley, Salim Roukos, Todd Ward
1999 — conf
The IBM conversational telephony system for financial applications.
EUROSPEECH
K. Davies, Robert E. Donovan, Mark Epstein, Martin Franz, Abraham Ittycheriah, Ea-Ee Jan, Jean-Michel LeRoux, David M. Lubensky, Chalapathy Neti, Mukund Padmanabhan, Kishore Papineni, Salim Roukos, Andrej Sakrajda, Jeffrey S. Sorensen, Borivoj Tydlitát, Todd Ward
1999 — conf
Use of recursive mumble models for confidence measuring.
EUROSPEECH
Qiguang Lin, David M. Lubensky, Salim Roukos
1998 A* conf
A Method for Scoring Correlated Features in Query Expansion.
SIGIR
Martin Franz, Salim Roukos
1998 Misc conf
A fast vocabulary independent algorithm for spotting words in speech.
ICASSP
Satya Dharanipragada, Salim Roukos
1998 — conf
Ad hoc and Multilingual Information Retrieval at IBM.
TREC
Martin Franz, J. Scott McCarley, Salim Roukos
1998 — conf
Audio-Indexing For Broadcast News.
TREC
Satya Dharanipragada, Martin Franz, Salim Roukos
1998 Misc conf
Fast Document Translation for Cross-Language Information Retrieval.
AMTA
J. Scott McCarley, Salim Roukos
1998 Misc conf
Maximum likelihood and discriminative training of direct translation models.
ICASSP
Kishore Papineni, Salim Roukos, Todd Ward
1998 A* conf
Probabilistic Modeling for Information Retrieval with Unsupervised Training Data.
KDD
Ernest P. Chan, Santiago Garcia, Salim Roukos
1998 A conf
Speech Research: Near and Not-so-near Results and What They Might Mean for IUI (Panel).
IUI
Candace L. Sidner, Alex Acero, Janet E. Cahn, Julia Hirschberg, Robert Moore, Salim Roukos
1998 — conf
Towards speech understanding across multiple languages.
ICSLP
Todd Ward, Salim Roukos, Chalapathy Neti, Jerome Gros, Mark Epstein, Satya Dharanipragada
1997 — conf
Feature-based language understanding.
EUROSPEECH
Kishore Papineni, Salim Roukos, Todd Ward
1997 A* conf
Fertility Models for Statistical Natural Language Understanding.
ACL
Stephen Della Pietra, Mark Epstein, Salim Roukos, Todd Ward
1997 — conf
MDI adaptation of language models across corpora.
EUROSPEECH
P. Srinivasa Rao, Satya Dharanipragada, Salim Roukos
1997 — conf
TREC-6 Ad-Hoc Retrieval.
TREC
Martin Franz, Salim Roukos
1997 Misc conf
Word-based confidence measures as a guide for stack search in speech recognition.
ICASSP
Chalapathy Neti, Salim Roukos, Ellen Eide
1996 J jnl
An Iterative Algorithm to Build Chinese Language Models
CoRR
Xiaoqiang Luo, Salim Roukos
1996 A* conf
An Iterative Algorithm to Build Chinese Language Models.
ACL
Xiaoqiang Luo, Salim Roukos
1996 Misc conf
Statistical natural language understanding using hidden clumpings.
ICASSP
Mark Epstein, Kishore Papineni, Salim Roukos, Todd Ward, Stephen Della Pietra
1996 — conf
TREC-5 Ad Hoc Retrieval Using K Nearest-Neighbors Re-Scoring.
TREC
Ernest P. Chan, Santiago Garcia, Salim Roukos
1995 — conf
A statistical approach to language modelling for the ATIS task.
EUROSPEECH
Joshua Koppelman, Stephen Della Pietra, Mark Epstein, Salim Roukos, Todd Ward
1995 Misc conf
Language model adaptation via minimum discrimination information.
ICASSP
P. Srinivasa Rao, Michael D. Monkowski, Salim Roukos
1995 Misc conf
Performance of the IBM large vocabulary continuous speech recognition system on the ARPA Wall Street Journal task.
ICASSP
Lalit R. Bahl, S. Balakrishnan-Aiyer, Jerome R. Bellegarda, Martin Franz, P. S. Gopalakrishnan, David Nahamoo, Miroslav Novak, Mukund Padmanabhan, Michael A. Picheny, Salim Roukos
1994 — conf
A Maximum Entropy Model for Prepositional Phrase Attachment.
HLT
Adwait Ratnaparkhi, Jeffrey C. Reynar, Salim Roukos
1994 — conf
A maximum entropy model for parsing.
ICSLP
Adwait Ratnaparkhi, Salim Roukos, Todd Ward
1994 — conf
Automatic Extraction of Grammars From Annotated Text.
HLT
Salim Roukos
1994 — conf
Decision Tree Parsing using a Hidden Derivation Model.
HLT
Frederick Jelinek, John D. Lafferty, David M. Magerman, Robert L. Mercer, Adwait Ratnaparkhi, Salim Roukos
1994 J jnl
Towards History-based Grammars: Using Richer Models for Probabilistic Parsing.
CoRR
Ezra Black, Frederick Jelinek, John D. Lafferty, David M. Magerman, Robert L. Mercer, Salim Roukos
1993 — conf
Adaptive Language Modeling Using The Maximum Entropy Principle.
HLT
Raymond Lau, Ronald Rosenfeld, Salim Roukos
1993 — conf
Automatic Extraction of Grammars From Annotated Text.
HLT
Salim Roukos
1993 A* conf
Towards History-Based Grammars: Using Richer Models for Probabilistic Parsing.
ACL
Ezra Black, Frederick Jelinek, John D. Lafferty, David M. Magerman, Robert L. Mercer, Salim Roukos
1993 — conf
Trigger-based language models: a maximum entropy approach.
ICASSP (2)
Raymond Lau, Ronald Rosenfeld, Salim Roukos
1992 Misc conf
Adaptation of large vocabulary recognition system parameters.
ICASSP
Lalit R. Bahl, Peter V. de Souza, David Nahamoo, Michael A. Picheny, Salim Roukos
1992 — conf
Adaptive Language Modeling Using Minimum Discriminant Estimation.
HLT
Stephen Della Pietra, Vincent J. Della Pietra, Robert L. Mercer, Salim Roukos
1992 Misc conf
Adaptive language modeling using minimum discriminant estimation.
ICASSP
Stephen Della Pietra, Vincent J. Della Pietra, Robert L. Mercer, Salim Roukos
1992 — conf
Decision Tree Models Applied to the Labeling of Text with Parts-of-Speech.
HLT
Ezra Black, Frederick Jelinek, John D. Lafferty, Robert L. Mercer, Salim Roukos
1992 A* conf
Development and Evaluation of a Broad-Coverage Probabilistic Grammar of English-Language Computer Manuals.
ACL
Ezra Black, John D. Lafferty, Salim Roukos
1992 — conf
Towards History-based Grammars: Using Richer Models for Probabilistic Parsing.
HLT
Ezra Black, Frederick Jelinek, John D. Lafferty, David M. Magerman, Robert L. Mercer, Salim Roukos
1991 — conf
A Dynamic Language Model for Speech Recognition.
HLT
Frederick Jelinek, Bernard Mérialdo, Salim Roukos, M. Strauss
1991 — conf
A Procedure for Quantitatively Comparing the Syntactic Coverage of English Grammars.
HLT
Ezra Black, Steven P. Abney, D. Flickenger, Claudia Gdaniec, Ralph Grishman, P. Harrison, Donald Hindle, Robert Ingria, Frederick Jelinek, Judith L. Klavans, Mark Y. Liberman, Mitchell P. Marcus, Salim Roukos, Beatrice Santorini, Tomek Strzalkowski
1991 — conf
Session 7: Natural Language II.
HLT
Salim Roukos
1990 Misc conf
Classifying words for improved statistical language models.
ICASSP
Frederick Jelinek, Robert L. Mercer, Salim Roukos
1989 J jnl
A stochastic segment model for phoneme-based continuous speech recognition.
IEEE Trans. Acoust. Speech Signal Process.
Mari Ostendorf, Salim Roukos
1989 Misc conf
Continuous hidden Markov modeling for speaker-independent word spotting.
ICASSP
Jan Robin Rohlicek, William Russell, Salim Roukos, Herbert Gish
1989 — conf
Integrating Speech and Natural Language.
HLT (1)
Salim Roukos
1989 Misc conf
Speech understanding using a unification grammar.
ICASSP
Yen-Lu Chow, Salim Roukos
1989 — conf
The BBN Spoken Language System.
HLT (1)
Sean Boisen, Yen-Lu Chow, Andrew R. Haas, Robert Ingria, Salim Roukos, David Stallard