Van Durme, Benjamin

38 publications

NeurIPS 2025 Conformal Linguistic Calibration: Trading-Off Between Factuality and Specificity Zhengping Jiang, Anqi Liu, Benjamin Van Durme

ICLR 2025 Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements Jingyu Zhang, Ahmed Elgohary, Ahmed Magooda, Daniel Khashabi, Benjamin Van Durme

ICLR 2025 From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question-Answering Nathaniel Weir, Bhavana Dalvi Mishra, Orion Weller, Oyvind Tafjord, Sam Hornstein, Alexander Sabol, Peter Jansen, Benjamin Van Durme, Peter Clark

ICLR 2025 Generative Adapter: Contextualizing Language Models in Parameters with a Single Forward Pass Tong Chen, Hao Fang, Patrick Xia, Xiaodong Liu, Benjamin Van Durme, Luke Zettlemoyer, Jianfeng Gao, Hao Cheng

ICLR 2025 Multi-Field Adaptive Retrieval Millicent Li, Tongfei Chen, Benjamin Van Durme, Patrick Xia

CVPR 2025 MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrieval Reno Kriz, Kate Sanders, David Etter, Kenton Murray, Cameron Carpenter, Hannah Recknor, Jimena Guallar-Blasco, Alexander Martin, Eugene Yang, Benjamin Van Durme

ICLR 2025 Promptriever: Instruction-Trained Retrievers Can Be Prompted like Language Models Orion Weller, Benjamin Van Durme, Dawn Lawrie, Ashwin Paranjape, Yuhao Zhang, Jack Hessel

AAAI 2025 SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses Dongwei Jiang, Jingyu Zhang, Orion Weller, Nathaniel Weir, Benjamin Van Durme, Daniel Khashabi

CVPR 2025 Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval Arun Reddy, Alexander Martin, Eugene Yang, Andrew Yates, Kate Sanders, Kenton Murray, Reno Kriz, Celso M. de Melo, Benjamin Van Durme, Rama Chellappa

AAAI 2025 WorldAPIs: The World Is Worth How Many APIs? a Thought Experiment Jiefu Ou, Arda Uzunoglu, Benjamin Van Durme, Daniel Khashabi

CVPRW 2024 A Survey of Video Datasets for Grounded Event Understanding Kate Sanders, Benjamin Van Durme

ICML 2024 Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation Haoran Xu, Amr Sharaf, Yunmo Chen, Weiting Tan, Lingfeng Shen, Benjamin Van Durme, Kenton Murray, Young Jin Kim

NeurIPSW 2024 Controllable Safety Alignment: Adapting LLMs to Diverse Safety Requirements Without Re-Training Jingyu Zhang, Ahmed Elgohary, Ahmed Magooda, Daniel Khashabi, Benjamin Van Durme

NeurIPSW 2024 Generative Adapter: Contextualizing Language Models in Parameters with a Single Forward Pass Tong Chen, Hao Fang, Patrick Xia, Xiaodong Liu, Benjamin Van Durme, Luke Zettlemoyer, Jianfeng Gao, Hao Cheng

IJCAI 2024 NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning Nathaniel Weir, Peter Clark, Benjamin Van Durme

IJCAI 2024 Natural Language Decomposition and Interpretation of Complex Utterances Harsh Jhamtani, Hao Fang, Patrick Xia, Eran Levy, Jacob Andreas, Benjamin Van Durme

ICLR 2024 Zero and Few-Shot Semantic Parsing with Ambiguous Inputs Elias Stengel-Eskin, Kyle Rawlins, Benjamin Van Durme

NeurIPS 2023 BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing Subhro Roy, Samuel Thomson, Tongfei Chen, Richard Shin, Adam Pauls, Jason Eisner, Benjamin Van Durme

NeurIPS 2023 Data Portraits: Recording Foundation Model Training Data Marc Marone, Benjamin Van Durme

NeurIPS 2023 MultiVENT: Multilingual Videos of Events and Aligned Natural Text Kate Sanders, David Etter, Reno Kriz, Benjamin Van Durme

ICML 2023 Nugget: Neural Agglomerative Embeddings of Text Guanghui Qin, Benjamin Van Durme

CVPR 2023 Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning Zhuowan Li, Xingrui Wang, Elias Stengel-Eskin, Adam Kortylewski, Wufei Ma, Benjamin Van Durme, Alan L. Yuille

NeurIPS 2022 Ambiguous Images with Human Judgments for Robust Visual Event Classification Kate Sanders, Reno Kriz, Anqi Liu, Benjamin Van Durme

ICCV 2021 Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images Zhuowan Li, Elias Stengel-Eskin, Yixiao Zhang, Cihang Xie, Quan Hung Tran, Benjamin Van Durme, Alan Yuille

IJCAI 2020 Guided Generation of Cause and Effect Zhongyang Li, Xiao Ding, Ting Liu, J. Edward Hu, Benjamin Van Durme

AAAI 2019 PARABANK: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-Constrained Neural Machine Translation J. Edward Hu, Rachel Rudinger, Matt Post, Benjamin Van Durme

AAAI 2019 Predicting the Argumenthood of English Prepositional Phrases Najoung Kim, Kyle Rawlins, Benjamin Van Durme, Paul Smolensky

ICLR 2019 What Do You Learn from Context? Probing for Sentence Structure in Contextualized Word Representations Ian Tenney, Patrick Xia, Berlin Chen, Alex Wang, Adam Poliak, R Thomas McCoy, Najoung Kim, Benjamin Van Durme, Samuel R. Bowman, Dipanjan Das, Ellie Pavlick

NeurIPS 2018 Multilingual Anchoring: Interactive Topic Modeling and Alignment Across Languages Michelle Yuan, Benjamin Van Durme, Jordan L Ying

AAAI 2017 Robsut Wrod Reocginiton via Semi-Character Recurrent Neural Network Keisuke Sakaguchi, Kevin Duh, Matt Post, Benjamin Van Durme

AAAI 2017 Semantic Proto-Role Labeling Adam R. Teichert, Adam Poliak, Benjamin Van Durme, Matthew Gormley

AAAI 2016 A Unified Bayesian Model of Scripts, Frames and Language Francis Ferraro, Benjamin Van Durme

AAAI 2016 Microsummarization of Online Reviews: An Experimental Study Rebecca Mason, Benjamin Gaska, Benjamin Van Durme, Pallavi Choudhury, Ted Hart, Bill Dolan, Kristina Toutanova, Margaret Mitchell

AAAI 2015 Online Bayesian Models for Personal Analytics in Social Media Svitlana Volkova, Benjamin Van Durme

IJCAI 2011 Learning Bilingual Lexicons Using the Visual Similarity of Labeled Web Images Shane Bergsma, Benjamin Van Durme

IJCAI 2009 Probabilistic Counting with Randomized Storage Benjamin Van Durme, Ashwin Lall

AAAI 2008 Finding Cars, Goddesses and Enzymes: Parametrizable Acquisition of Labeled Instances for Open-Domain Information Extraction Benjamin Van Durme, Marius Pasca

IJCAI 2007 What You Seek Is What You Get: Extraction of Class Attributes from Query Logs Marius Pasca, Benjamin Van Durme