Rajkumar Ramamurthy

35 papers A* 1B 6C 1Journal 12Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Cats Confuse Reasoning LLM: Query Agnostic Adversarial Triggers for Reasoning Models. CoRR Meghana Arakkal Rajeev, Rajkumar Ramamurthy, Prapti Trivedi, Vikas Yadav, Oluwanifemi Bamgbose, Sathwik Tejaswi Madhusudhan, James Zou, Nazneen Rajani
2024	J	`jnl`	Self-rationalization improves LLM as a fine-grained judge. CoRR Prapti Trivedi, Aditya Gulati, Oliver Molenschot, Meghana Arakkal Rajeev, Rajkumar Ramamurthy, Keith Stevens, Tanveesh Singh Chaudhery, Jahnavi Jambholkar, James Zou, Nazneen Rajani
2024	J	`jnl`	VERITAS: A Unified Approach to Reliability Evaluation. CoRR Rajkumar Ramamurthy, Meghana Arakkal Rajeev, Oliver Molenschot, James Zou, Nazneen Rajani
2023	J	`jnl`	Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems. IEEE Trans. Knowl. Data Eng. Laura von Rüden, Sebastian Mayer, Katharina Beckh, Bogdan Georgiev, Sven Giesselbach, Raoul Heese, Birgit Kirsch, Julius Pfrommer, Annika Pick, Rajkumar Ramamurthy, Michal Walczak, Jochen Garcke, Christian Bauckhage, Jannis Schuecker
2023	A*	`conf`	Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization. ICLR Rajkumar Ramamurthy, Prithviraj Ammanabrolu, Kianté Brantley, Jack Hessel, Rafet Sifa, Christian Bauckhage, Hannaneh Hajishirzi, Yejin Choi
2023	J	`jnl`	Learning to Generate Better Than Your LLM. CoRR Jonathan D. Chang, Kianté Brantley, Rajkumar Ramamurthy, Dipendra Misra, Wen Sun
2023	—	`—`	Practical Models for Sequential Decision Making in Natural Language Processing and Reinforcement Learning. Rajkumar Ramamurthy
2022	J	`jnl`	Anonymization of German financial documents using neural network-based language models with contextual word representations. Int. J. Data Sci. Anal. David Biesner, Rajkumar Ramamurthy, Robin Stenzel, Max Lübbering, Lars Patrick Hillebrand, Anna Ladi, Maren Pielka, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa
2022	J	`jnl`	Bounding open space risk with decoupling autoencoders in open set recognition. Int. J. Data Sci. Anal. Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa
2022	—	`conf`	From Open Set Recognition Towards Robust Multi-class Classification. ICANN (3) Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa
2022	J	`jnl`	Is Reinforcement Learning (Not) for Natural Language Processing?: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization. CoRR Rajkumar Ramamurthy, Prithviraj Ammanabrolu, Kianté Brantley, Jack Hessel, Rafet Sifa, Christian Bauckhage, Hannaneh Hajishirzi, Yejin Choi
2022	C	`conf`	Zero-Shot Text Matching for Automated Auditing using Sentence Transformers. ICMLA David Biesner, Maren Pielka, Rajkumar Ramamurthy, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Rafet Sifa
2022	J	`jnl`	Zero-Shot Text Matching for Automated Auditing using Sentence Transformers. CoRR David Biesner, Maren Pielka, Rajkumar Ramamurthy, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Rafet Sifa
2021	B	`conf`	ALiBERT: improved automated list inspection (ALI) with BERT. DocEng Rajkumar Ramamurthy, Maren Pielka, Robin Stenzel, Christian Bauckhage, Rafet Sifa, Tim Dilmaghani Khameneh, Ulrich Warning, Bernd Kliem, Rüdiger Loitz
2021	—	`conf`	Automatic Indexing of Financial Documents via Information Extraction. SSCI Rajkumar Ramamurthy, Max Lübbering, Thiago Bell, Michael Gebauer, Bilge Ulusay, Daniel Uedelhoven, Tim Dilmaghani Khameneh, Rüdiger Loitz, Maren Pielka, Christian Bauckhage, Rafet Sifa
2021	B	`conf`	Decoupling Autoencoders for Robust One-vs-Rest Classification. DSAA Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa
2021	B	`conf`	Toxicity Detection in Online Comments with Limited Data: A Comparative Analysis. ESANN Max Lübbering, Maren Pielka, Kajaree Das, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa
2021	—	`conf`	Utilizing Representation Learning for Robust Text Classification Under Datasetshift. LWDA Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Maren Pielka, Christian Bauckhage, Rafet Sifa
2020	—	`conf`	From Imbalanced Classification to Supervised Outlier Detection Problems: Adversarially Trained Auto Encoders. ICANN (1) Max Lübbering, Rajkumar Ramamurthy, Michael Gebauer, Thiago Bell, Rafet Sifa, Christian Bauckhage
2020	—	`conf`	Guided Reinforcement Learning via Sequence Learning. ICANN (2) Rajkumar Ramamurthy, Rafet Sifa, Max Lübbering, Christian Bauckhage
2020	—	`conf`	Hopfield Networks for Vector Quantization. ICANN (2) Christian Bauckhage, Rajkumar Ramamurthy, Rafet Sifa
2020	J	`jnl`	Matrix- and Tensor Factorization for Game Content Recommendation. Künstliche Intell. Rafet Sifa, Raheel Yawar, Rajkumar Ramamurthy, Christian Bauckhage, Kristian Kersting
2020	J	`jnl`	NLPGym - A toolkit for evaluating RL agents on Natural Language Processing Tasks. CoRR Rajkumar Ramamurthy, Rafet Sifa, Christian Bauckhage
2020	B	`conf`	Novelty-Guided Reinforcement Learning via Encoded Behaviors. IJCNN Rajkumar Ramamurthy, Rafet Sifa, Max Lübbering, Christian Bauckhage
2020	—	`conf`	Supervised Autoencoder Variants for End to End Anomaly Detection. ICPR Workshops (2) Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Rafet Sifa, Christian Bauckhage
2020	B	`conf`	Tackling Contradiction Detection in German Using Machine Translation and End-to-End Recurrent Neural Networks. ICPR Maren Pielka, Rafet Sifa, Lars Patrick Hillebrand, David Biesner, Rajkumar Ramamurthy, Anna Ladi, Christian Bauckhage
2019	—	`conf`	A Community Detection Based Approach for Exploring Patterns in Player Reviews. IntelliSys (1) Maren Pielka, Rafet Sifa, Rajkumar Ramamurthy, César Ojeda, Christian Bauckhage
2019	—	`conf`	Echo State Networks for Named Entity Recognition. ICANN (Workshop) Rajkumar Ramamurthy, Robin Stenzel, Rafet Sifa, Anna Ladi, Christian Bauckhage
2019	—	`conf`	Leveraging Domain Knowledge for Reinforcement Learning Using MMC Architectures. ICANN (2) Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa, Jannis Schücker, Stefan Wrobel
2019	B	`conf`	Towards Automated Auditing with Machine Learning. DocEng Rafet Sifa, Anna Ladi, Maren Pielka, Rajkumar Ramamurthy, Lars Patrick Hillebrand, Birgit Kirsch, David Biesner, Robin Stenzel, Thiago Bell, Max Lübbering, Ulrich Nütten, Christian Bauckhage, Ulrich Warning, Benedikt Fürst, Tim Dilmaghani Khameneh, Daniel Thom, Ilgar Huseynov, Roland Kahlert, Jennifer Schlums, Hisham Ismail, Bernd Kliem, Rüdiger Loitz
2019	—	`conf`	Towards Contradiction Detection in German: a Translation-Driven Approach. SSCI Rafet Sifa, Maren Pielka, Rajkumar Ramamurthy, Anna Ladi, Lars Patrick Hillebrand, Christian Bauckhage
2018	—	`conf`	Matrix and Tensor Factorization Based Game Content Recommender Systems: A Bottom-Up Architecture and a Comparative Online Evaluation. AIIDE Rafet Sifa, Raheel Yawar, Rajkumar Ramamurthy, Christian Bauckhage
2018	—	`conf`	Policy Learning Using SPSA. ICANN (3) Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa, Stefan Wrobel
2017	—	`conf`	Using Echo State Networks for Cryptography. ICANN (2) Rajkumar Ramamurthy, Christian Bauckhage, Krisztián Búza, Stefan Wrobel
2017	J	`jnl`	Using Echo State Networks for Cryptography. CoRR Rajkumar Ramamurthy, Christian Bauckhage, Krisztián Búza, Stefan Wrobel