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Sarath Chandar

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

52

Venues

17

Active years

2016–2026

Best venue rank

A*

Where they publish

Papers

52 indexed papers, newest first.

YearVenueTitleAuthors
2026EACLInvestigating the Multilingual Calibration Effects of Language Model Instruction Tuning.Jerry Huang, Peng Lu, Qiuhao Zeng, Yusuke Iwasawa, Yutaka Matsuo, Sarath Chandar, Edison Marrese-Taylor, Irene Li
2025AAAIBindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning.Artem Zholus, Maksim Kuznetsov, Roman Schutski, Rim Shayakhmetov, Daniil Polykovskiy, Sarath Chandar, Alex Zhavoronkov
2025ACLSmall Encoders Can Rival Large Decoders in Detecting Groundedness.Istabrak Abbes, Gabriele Prato, Quentin Fournier, Fernando Rodriguez, Alaa Boukhary, Adam Elwood, Sarath Chandar
2025ACLDo Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination.Jerry Huang, Prasanna Parthasarathi, Mehdi Rezagholizadeh, Boxing Chen, Sarath Chandar
2025ACLCombining Domain and Alignment Vectors Provides Better Knowledge-Safety Trade-offs in LLMs.Megh Thakkar, Quentin Fournier, Matthew Riemer, Pin-Yu Chen, Amal Zouaq, Payel Das, Sarath Chandar
2025ICCVTapnext: Tracking Any Point (Tap) as Next Token Prediction.Artem Zholus, Carl Doersch, Yi Yang, Skanda Koppula, Viorica Patraucean, Xu Owen He, Ignacio Rocco, Mehdi S. M. Sajjadi, Sarath Chandar, Ross Goroshin
2025ICLRA Generalist Hanabi Agent.Arjun Vaithilingam Sudhakar, Hadi Nekoei, Mathieu Reymond, Miao Liu, Janarthanan Rajendran, Sarath Chandar
2024AAAIFairness-Aware Structured Pruning in Transformers.Abdelrahman Zayed, Gonalo Mordido, Samira Shabanian, Ioana Baldini, Sarath Chandar
2024ACLAre self-explanations from Large Language Models faithful?Andreas Madsen, Sarath Chandar, Siva Reddy
2024ACLA Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques.Megh Thakkar, Quentin Fournier, Matthew Riemer, Pin-Yu Chen, Amal Zouaq, Payel Das, Sarath Chandar
2024ACLWhy Don't Prompt-Based Fairness Metrics Correlate?Abdelrahman Zayed, Gonalo Mordido, Ioana Baldini, Sarath Chandar
2024ACSSCSharpness-Aware Minimization Scaled by Outlier Normalization for Robust DNNs on In-Memory Computing Accelerators.Sbastien Henwood, Gonalo Mordido, Yvon Savaria, Sarath Chandar, Franois Leduc-Primeau
2024COLINGMVP: Minimal Viable Phrase for Long Text Understanding.Louis Cloutre, Amal Zouaq, Sarath Chandar
2024EMNLPExploring Quantization for Efficient Pre-Training of Transformer Language Models.Kamran Chitsaz, Quentin Fournier, Gonalo Mordido, Sarath Chandar
2024EMNLPContext-Aware Assistant Selection for Improved Inference Acceleration with Large Language Models.Jerry Huang, Prasanna Parthasarathi, Mehdi Rezagholizadeh, Sarath Chandar
2024EMNLPDo Large Language Models Know How Much They Know?Gabriele Prato, Jerry Huang, Prasanna Parthasarathi, Shagun Sodhani, Sarath Chandar
2024ICLRIntelligent Switching for Reset-Free RL.Darshan Patil, Janarthanan Rajendran, Glen Berseth, Sarath Chandar
2024ICLRMastering Memory Tasks with World Models.Mohammad Reza Samsami, Artem Zholus, Janarthanan Rajendran, Sarath Chandar
2024ICMLFaithfulness Measurable Masked Language Models.Andreas Madsen, Siva Reddy, Sarath Chandar
2024ICMLLookbehind-SAM: k steps back, 1 step forward.Gonalo Mordido, Pranshu Malviya, Aristide Baratin, Sarath Chandar
2024ICSEOn the Costs and Benefits of Adopting Lifelong Learning for Software Analytics - Empirical Study on Brown Build and Risk Prediction.Doriane Olewicki, Sarra Habchi, Mathieu Nayrolles, Mojtaba Faramarzi, Sarath Chandar, Bram Adams
2023AAAIDeep Learning on a Healthy Data Diet: Finding Important Examples for Fairness.Abdelrahman Zayed, Prasanna Parthasarathi, Gonalo Mordido, Hamid Palangi, Samira Shabanian, Sarath Chandar
2023EMNLPMeasuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models.Amirhossein Kazemnejad, Mehdi Rezagholizadeh, Prasanna Parthasarathi, Sarath Chandar
2023EMNLPEpiK-Eval: Evaluation for Language Models as Epistemic Models.Gabriele Prato, Jerry Huang, Prasanna Parthasarathi, Shagun Sodhani, Sarath Chandar
2023EMNLPSelf-Influence Guided Data Reweighting for Language Model Pre-training.Megh Thakkar, Tolga Bolukbasi, Sriram Ganapathy, Shikhar Vashishth, Sarath Chandar, Partha Talukdar
2023UAIConditionally optimistic exploration for cooperative deep multi-agent reinforcement learning.Xutong Zhao, Yangchen Pan, Chenjun Xiao, Sarath Chandar, Janarthanan Rajendran
2022AAAIPatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks.Mojtaba Faramarzi, Mohammad Amini, Akilesh Badrinaaraayanan, Vikas Verma, Sarath Chandar
2022ACLLocal Structure Matters Most: Perturbation Study in NLU.Louis Cloutre, Prasanna Parthasarathi, Amal Zouaq, Sarath Chandar
2022CPCombining Reinforcement Learning and Constraint Programming for Sequence-Generation Tasks with Hard Constraints.Daphn Lafleur, Sarath Chandar, Gilles Pesant
2022EMNLPDetecting Languages Unintelligible to Multilingual Models through Local Structure Probes.Louis Cloutre, Prasanna Parthasarathi, Amal Zouaq, Sarath Chandar
2022ICLRMemory Augmented Optimizers for Deep Learning.Paul-Aymeric Martin McRae, Prasanna Parthasarathi, Mido Assran, Sarath Chandar
2022ICMLTowards Evaluating Adaptivity of Model-Based Reinforcement Learning Methods.Yi Wan, Ali Rahimi-Kalahroudi, Janarthanan Rajendran, Ida Momennejad, Sarath Chandar, Harm van Seijen
2022IJCNLPLocal Structure Matters Most in Most Languages.Louis Cloutre, Prasanna Parthasarathi, Amal Zouaq, Sarath Chandar
2021AAAITowered Actor Critic For Handling Multiple Action Types In Reinforcement Learning For Drug Discovery.Sai Krishna Gottipati, Yashaswi Pathak, Boris Sattarov, Sahir, Rohan Nuttall, Mohammad Amini, Matthew E. Taylor, Sarath Chandar
2021ACLMLMLM: Link Prediction with Mean Likelihood Masked Language Model.Louis Cloutre, Philippe Trempe, Amal Zouaq, Sarath Chandar
2021ACLA Survey of Data Augmentation Approaches for NLP.Steven Y. Feng, Varun Gangal, Jason Wei, Sarath Chandar, Soroush Vosoughi, Teruko Mitamura, Eduard H. Hovy
2021CVPRIIRC: Incremental Implicitly-Refined Classification.Mohamed A. Abdelsalam, Mojtaba Faramarzi, Shagun Sodhani, Sarath Chandar
2021ICMLContinuous Coordination As a Realistic Scenario for Lifelong Learning.Hadi Nekoei, Akilesh Badrinaaraayanan, Aaron C. Courville, Sarath Chandar
2021SIGdialA Brief Study on the Effects of Training Generative Dialogue Models with a Semantic loss.Prasanna Parthasarathi, Mohamed A. Abdelsalam, Sarath Chandar, Joelle Pineau
2021SIGdialDo Encoder Representations of Generative Dialogue Models have sufficient summary of the Information about the task ?Prasanna Parthasarathi, Joelle Pineau, Sarath Chandar
2020ICMLLearning to Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning.Sai Krishna Gottipati, Boris Sattarov, Sufeng Niu, Yashaswi Pathak, Haoran Wei, Shengchao Liu, Simon Blackburn, Karam M. J. Thomas, Connor W. Coley, Jian Tang, Sarath Chandar, Yoshua Bengio
2019AAAITowards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies.Sarath Chandar, Chinnadhurai Sankar, Eugene Vorontsov, Samira Ebrahimi Kahou, Yoshua Bengio
2019ACLTowards Lossless Encoding of Sentences.Gabriele Prato, Mathieu Duchesneau, Sarath Chandar, Alain Tapp
2019ACLDo Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study.Chinnadhurai Sankar, Sandeep Subramanian, Chris Pal, Sarath Chandar, Yoshua Bengio
2019EMNLPStructure Learning for Neural Module Networks.Vardaan Pahuja, Jie Fu, Sarath Chandar, Christopher Joseph Pal
2019SDMEdge Replacement Grammars : A Formal Language Approach for Generating Graphs.Revanth Reddy, Sarath Chandar, Balaraman Ravindran
2018AAAIComplex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph.Amrita Saha, Vardaan Pahuja, Mitesh M. Khapra, Karthik Sankaranarayanan, Sarath Chandar
2017CVPRGuessWhat?! Visual Object Discovery through Multi-modal Dialogue.Harm de Vries, Florian Strub, Sarath Chandar, Olivier Pietquin, Hugo Larochelle, Aaron C. Courville
2016ACLGenerating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus.Iulian Vlad Serban, Alberto Garca-Durn, aglar Glehre, Sungjin Ahn, Sarath Chandar, Aaron C. Courville, Yoshua Bengio
2016COLINGA Correlational Encoder Decoder Architecture for Pivot Based Sequence Generation.Amrita Saha, Mitesh M. Khapra, Sarath Chandar, Janarthanan Rajendran, Kyunghyun Cho
2016NAACLMultilingual Multimodal Language Processing Using Neural Networks.Mitesh M. Khapra, Sarath Chandar
2016NAACLBridge Correlational Neural Networks for Multilingual Multimodal Representation Learning.Janarthanan Rajendran, Mitesh M. Khapra, Sarath Chandar, Balaraman Ravindran