🎓 Works of Georgia Institute of Technology

55 works · the most cited first · ← Georgia Institute of Technology

1. Grad-CAM: Visual Explanations from Deep Networks via Gradient-based LocalizationRamprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, et al.2016 · 6,327 citations
2. Attention is not not ExplanationSarah Wiegreffe, Yuval Pinter2019 · 1,192 citations
3. Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question AnsweringYash Goyal, Tejas Khot, Douglas Summers-Stay, et al.2016 · 1,169 citations
4. WikiQA: A Challenge Dataset for Open-Domain Question AnsweringYi Yang, Wen-tau Yih, Christopher Meek2015 · 1,117 citations
5. Is ChatGPT a General-Purpose Natural Language Processing Task Solver?Chengwei Qin, Aston Zhang, Zhuosheng Zhang, et al.2023 · 818 citations
6. Can Large Language Models Transform Computational Social Science?Caleb Ziems, William Held, Omar Shaikh, et al.2023 · 776 citations
7. Explainable Prediction of Medical Codes from Clinical TextJames Mullenbach, Sarah Wiegreffe, Jon Duke, et al.2018 · 715 citations
8. LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text PairsChristoph Schuhmann, Richard Vencu, Romain Beaumont, et al.2021 · 528 citations
9. ToTTo: A Controlled Table-To-Text Generation DatasetAnkur Parikh, Xuezhi Wang, Sebastian Gehrmann, et al.2020 · 479 citations
10. ColBERTv2: Effective and Efficient Retrieval via Lightweight Late InteractionKeshav Santhanam, Omar Khattab, Jon Saad-Falcon, et al.2022 · 477 citations
11. What to do about bad language on the internetJacob Eisenstein2013 · 469 citations
12. Deal or No Deal? End-to-End Learning of Negotiation DialoguesMike Lewis, Denis Yarats, Yann Dauphin, et al.2017 · 418 citations
13. Latent Hatred: A Benchmark for Understanding Implicit Hate SpeechMai ElSherief, Caleb Ziems, David Muchlinski, et al.2021 · 364 citations
14. Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language DetectionMaarten Sap, Swabha Swayamdipta, Laura Vianna, et al.2022 · 364 citations
15. Toxicity in chatgpt: Analyzing persona-assigned language modelsAmeet Deshpande, Vishvak Murahari, Tanmay Rajpurohit, et al.2023 · 344 citations
16. Participatory Research for Low-resourced Machine Translation: A Case Study in African LanguagesWilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, et al.2020 · 333 citations
17. A Neural Network Approach to Context-Sensitive Generation of Conversational ResponsesAlessandro Sordoni, Michel Galley, Michael Auli, et al.2015 · 307 citations
18. SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized OptimizationHaoming Jiang, Pengcheng He, Weizhu Chen, et al.2020 · 291 citations
19. Text Classification Using Label Names Only: A Language Model Self-Training ApproachYu Meng, Yunyi Zhang, Jiaxin Huang, et al.2020 · 274 citations
20. Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsTarek Naous, Michael J. Ryan, Alan Ritter, et al.2023 · 268 citations
21. An Empirical Survey of Data Augmentation for Limited Data Learning in NLPJiaao Chen, Derek Tam, Colin Raffel, et al.2023 · 253 citations
22. Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence LabelingXiaochuang Han, Jacob Eisenstein2019 · 242 citations
23. Better Document-level Sentiment Analysis from RST Discourse ParsingParminder Bhatia, Yangfeng Ji, Jacob Eisenstein2015 · 235 citations
24. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
25. The Importance of Modeling Social Factors of Language: Theory and PracticeDirk Hovy, Diyi Yang2021 · 234 citations
26. Learning to Faithfully Rationalize by ConstructionSarthak Jain, Sarah Wiegreffe, Yuval Pinter, et al.2020 · 222 citations
27. Measuring Association Between Labels and Free-Text RationalesSarah Wiegreffe, Ana Marasović, Noah A. Smith2021 · 215 citations
28. Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical ReasoningPan Lu, Liang Qiu, Kai-Wei Chang, et al.2022 · 209 citations
29. Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue SummarizationJiaao Chen, Diyi Yang2020 · 202 citations
30. One Vector is Not Enough: Entity-Augmented Distributed Semantics for Discourse RelationsYangfeng Ji, Jacob Eisenstein2015 · 198 citations
31. On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot ReasoningOmar Shaikh, Hongxin Zhang, William Held, et al.2023 · 180 citations
32. LILA: A Unified Benchmark for Mathematical ReasoningSwaroop Mishra, Matthew Finlayson, Pan Lu, et al.2022 · 176 citations
33. AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-TuningQingru Zhang, Minshuo Chen, Alexander Bukharin, et al.2023 · 170 citations
34. Controllable Text Simplification with Explicit ParaphrasingMounica Maddela, Fernando Alva-Manchego, Wei Xu2021 · 164 citations
35. Investigating Data Contamination in Modern Benchmarks for Large Language ModelsChunyuan Deng, Yilun Zhao, Xiangru Tang, et al.2024 · 137 citations
36. Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative ComprehensionYing Xu, Dakuo Wang, Mo Yu, et al.2022 · 136 citations
37. UniMorph 3.0: Universal MorphologyArya D. McCarthy, Christo Kirov, Matteo Grella, et al.2020 · 122 citations
38. LENS: A Learnable Evaluation Metric for Text SimplificationMounica Maddela, Yao Dou, David Heineman, et al.2023 · 103 citations
39. Multi-VALUE: A Framework for Cross-Dialectal English NLPCaleb Ziems, William Held, Jingfeng Yang, et al.2023 · 73 citations
40. VALUE: Understanding Dialect Disparity in NLUCaleb Ziems, Jiaao Chen, Camille Harris, et al.2022 · 65 citations
41. Automatic Story Generation: Challenges and AttemptsAmal Alabdulkarim, Siyan Li, Xiangyu Peng2021 · 61 citations
42. Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse RelationsYangfeng Ji, Gongbo Zhang, Jacob Eisenstein2015 · 46 citations
43. Part-of-Speech Tagging for Historical EnglishYi Yang, Jacob Eisenstein2016 · 45 citations
44. Story Realization: Expanding Plot Events into SentencesPrithviraj Ammanabrolu, Ethan Tien, Wesley Cheung, et al.2019 · 42 citations
45. AraStance: A Multi-Country and Multi-Domain Dataset of Arabic Stance Detection for Fact CheckingTariq Alhindi, Amal Alabdulkarim, Ali Alshehri, et al.2021 · 41 citations
46. OG-RAG: Ontology-grounded retrieval-augmented generation for large language modelsKartik Sharma, Peeyush Kumar, Yunqing Li2025 · 37 citations
47. Are Large Language Models Robust Coreference Resolvers?Nghia T. Le, Alan Ritter2023 · 26 citations
48. Modeling Cross-Cultural Pragmatic Inference with Codenames DuetOmar Shaikh, Caleb Ziems, William Held, et al.2023 · 23 citations
49. Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context ExpertsNghia T. Le, Fan Bai, Alan Ritter2022 · 20 citations
50. DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic RulesYanchen Liu, William Held, Diyi Yang2023 · 20 citations
51. Camel Treebank: An Open Multi-genre Arabic Dependency TreebankNizar Habash, Muhammed AbuOdeh, Dima Taji, et al.2022 · 17 citations
52. A Parameter-Efficient Learning Approach to Arabic Dialect Identification with Pre-Trained General-Purpose Speech ModelSrijith Radhakrishnan, Chao-Han Huck Yang, Sumeer Ahmad Khan, et al.2023 · 17 citations
53. Cutting Through the Noise: Boosting LLM Performance on Math Word ProblemsUjjwala Anantheswaran, Himanshu Gupta, Kevin Scaria, et al.2024 · 7 citations
54. Stanceosaurus: Classifying Stance Towards Multilingual MisinformationJonathan Zheng; Ashutosh Baheti; Tarek Naous; Wei Xu;, Alan Ritter2022 · 5 citations
55. Advancing Arabic Sentiment Analysis: ArSen Benchmark and the Improved Fuzzy Deep Hybrid NetworkYang Fang, Cheng Xu, Shuhao Guan, et al.2024 · 4 citations

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