| Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics A Pagnoni, V Balachandran, Y Tsvetkov arXiv preprint arXiv:2104.13346, 2021 | 393 | 2021 |
| Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration S Feng, W Shi, Y Wang, W Ding, V Balachandran, Y Tsvetkov arXiv preprint arXiv:2402.00367, 2024 | 179 | 2024 |
| Fine-grained Hallucination Detection and Editing for Language Models A Mishra, A Asai, V Balachandran, Y Wang, G Neubig, Y Tsvetkov, ... arXiv preprint arXiv:2401.06855, 2024 | 139 | 2024 |
| MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning SS Li, V Balachandran, S Feng, JS Ilgen, E Pierson, PW Koh, Y Tsvetkov The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | 124* | 2024 |
| Language generation models can cause harm: So what can we do about it? an actionable survey S Kumar, V Balachandran, L Njoo, A Anastasopoulos, Y Tsvetkov Proceedings of the 17th Conference of the European Chapter of the …, 2023 | 116 | 2023 |
| Differentiable Reasoning over a Virtual Knowledge Base B Dhingra, M Zaheer, V Balachandran, G Neubig, R Salakhutdinov, ... International Conference on Learning Representations, 2019 | 110 | 2019 |
| SELFEXPLAIN: A self-explaining architecture for neural text classifiers D Rajagopal, V Balachandran, EH Hovy, Y Tsvetkov Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 90 | 2021 |
| RESOLVING KNOWLEDGE CONFLICTS IN LARGE LANGUAGE MODELS Y Wang, S Feng, H Wang, W Shi, V Balachandran, T He, Y Tsvetkov arXiv preprint arXiv:2310.00935, 2023 | 82 | 2023 |
| Phi-4-reasoning Technical Report M Abdin, S Agarwal, A Awadallah, V Balachandran, H Behl, L Chen, ... arXiv preprint arXiv:2504.21318, 2025 | 74 | 2025 |
| The art of saying no: Contextual noncompliance in language models F Brahman, S Kumar, V Balachandran, P Dasigi, V Pyatkin, ... Advances in Neural Information Processing Systems 37, 49706-49748, 2024 | 70 | 2024 |
| FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge S Feng, V Balachandran, Y Bai, Y Tsvetkov arXiv preprint arXiv:2305.08281, 2023 | 70 | 2023 |
| Correcting diverse factual errors in abstractive summarization via post-editing and language model infilling V Balachandran, H Hajishirzi, W Cohen, Y Tsvetkov Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | 66 | 2022 |
| Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models S Feng, W Shi, Y Bai, V Balachandran, T He, Y Tsvetkov The Twelfth International Conference on Learning Representations, 2023 | 59* | 2023 |
| Improving Instruction-Following in Language Models through Activation Steering A Stolfo, V Balachandran, S Yousefi, E Horvitz, B Nushi arXiv preprint arXiv:2410.12877, 2024 | 55 | 2024 |
| DIALOGRAPH: INCORPORATING INTERPRETABLE STRATEGY-GRAPH NETWORKS INTO NEGOTIATION DIALOGUES R Joshi, V Balachandran, S Vashishth, A Black, Y Tsvetkov International Conference on Learning Representations, 2021 | 48 | 2021 |
| Assessing Language Model Deployment with Risk Cards L Derczynski, HR Kirk, V Balachandran, S Kumar, Y Tsvetkov, MR Leiser, ... arXiv preprint arXiv:2303.18190, 2023 | 45 | 2023 |
| StructSum: Summarization via Structured Representations V Balachandran, A Pagnoni, JY Lee, D Rajagopal, J Carbonell, ... 16th Conference of the European Chapter of the Association for Computational …, 2021 | 32* | 2021 |
| Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning V Shrivastava, A Awadallah, V Balachandran, S Garg, H Behl, ... arXiv preprint arXiv:2508.09726, 2025 | 29 | 2025 |
| Learning Syntax Without Planting Trees: Understanding Hierarchical Generalization in Transformers K Ahuja, V Balachandran, M Panwar, T He, NA Smith, N Goyal, ... Transactions of the Association for Computational Linguistics 13, 121-141, 2025 | 26* | 2025 |
| Eureka: Evaluating and Understanding Large Foundation Models V Balachandran, J Chen, N Joshi, B Nushi, H Palangi, E Salinas, V Vineet, ... arXiv preprint arXiv:2409.10566, 2024 | 25 | 2024 |
Yulia TsvetkovUniversity of WashingtonVerified email at cs.washington.edu
