| Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics A Pagnoni, V Balachandran, Y Tsvetkov arXiv preprint arXiv:2104.13346, 2021 | 304 | 2021 |
| Differentiable Reasoning over a Virtual Knowledge Base B Dhingra, M Zaheer, V Balachandran, G Neubig, R Salakhutdinov, ... International Conference on Learning Representations, 2019 | 101 | 2019 |
| 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 arXiv preprint arXiv:2210.07700, 2022 | 80 | 2022 |
| SelfExplain: A Self-Explaining Architecture for Neural Text Classifiers D Rajagopal, V Balachandran, E Hovy, Y Tsvetkov arXiv preprint arXiv:2103.12279, 2021 | 73 | 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 | 57 | 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 | 56 | 2024 |
| Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling V Balachandran, H Hajishirzi, W Cohen, Y Tsvetkov arXiv preprint arXiv:2210.12378, 2022 | 48 | 2022 |
| 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 | 44 | 2023 |
| 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 | 37 | 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 | 36 | 2023 |
| 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 | 32* | 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 | 30* | 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 | 28 | 2023 |
| The Art of Saying No: Contextual Noncompliance in Language Models F Brahman, S Kumar, V Balachandran, P Dasigi, V Pyatkin, ... arXiv preprint arXiv:2407.12043, 2024 | 15 | 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 | 14* | 2024 |
| Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models W Ding, S Feng, Y Liu, Z Tan, V Balachandran, T He, Y Tsvetkov Findings of the Association for Computational Linguistics ACL 2024, 2609-2636, 2024 | 11* | 2024 |
| Learning Syntax Without Planting Trees: Understanding When and Why Transformers Generalize Hierarchically K Ahuja, V Balachandran, M Panwar, T He, NA Smith, N Goyal, ... arXiv preprint arXiv:2404.16367, 2024 | 8 | 2024 |
| 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 | 7 | 2024 |
| Unsupervised Keyphrase Extraction via Interpretable Neural Networks R Joshi, V Balachandran, E Saldanha, M Glenski, S Volkova, Y Tsvetkov arXiv preprint arXiv:2203.07640, 2022 | 6 | 2022 |
| P3Sum: Preserving Author’s Perspective in News Summarization with Diffusion Language Models Y Liu, S Feng, X Han, V Balachandran, CY Park, S Kumar, Y Tsvetkov Proceedings of the 2024 Conference of the North American Chapter of the …, 2024 | 5* | 2024 |
Yulia TsvetkovUniversity of WashingtonEmail verificata su cs.washington.edu