• Refine your search:
  • 
    Keyword
  • 
    Creator / Publisher
  • 
    Year
  • 
    Medium:
    
    • Online (37)
    • Print (1)
  • 
    Type:
    
    • Article (19)
    • Miscellaneous (18)
    • Book (1)
  • 
    BLLDB-Access

Search in the Catalogues and Directories

All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 Hits 1 – 20 of 38 1 EnvEdit: Environment Editing for Vision-and-Language Navigation ... Li, Jialu; Tan, Hao; Bansal, Mohit. - : arXiv, 2022 BASE Show details 2 How can NLP Help Revitalize Endangered Languages? A Case Study and Roadmap for the Cherokee Language ... Zhang, Shiyue; Frey, Ben; Bansal, Mohit. - : arXiv, 2022 BASE Show details 3 FixMyPose: Pose Correctional Captioning and Retrieval ... Kim, Hyounghun; Zala, Abhay; Burri, Graham. - : arXiv, 2021 BASE Show details 4 multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning ... Saha, Swarnadeep; Yadav, Prateek; Bansal, Mohit. - : arXiv, 2021 BASE Show details 5 MTVR: Multilingual Moment Retrieval in Videos ... Lei, Jie; Berg, Tamara L.; Bansal, Mohit. - : arXiv, 2021 BASE Show details 6 FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bansal, Mohit; Guo, Han; Hase, Peter; Rajani, Nazneen; Xiong, Caiming. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.808/ Abstract: Influence functions approximate the "influences" of training data-points for test predictions and have a wide variety of applications. Despite the popularity, their computational cost does not scale well with model and training data size. We present FastIF, a set of simple modifications to influence functions that significantly improves their run-time. We use k-Nearest Neighbors (kNN) to narrow the search space down to a subset of good candidate data points, identify the configurations that best balance the speed-quality trade-off in estimating the inverse Hessian-vector product, and introduce a fast parallel variant. Our proposed method achieves about 80X speedup while being highly correlated with the original influence values. With the availability of the fast influence functions, we demonstrate their usefulness in four applications. First, we examine whether influential data-points can "explain" test time behavior using the ... Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Natural Language Inference; Natural Language Processing URL: https://underline.io/lecture/37878-fastif-scalable-influence-functions-for-efficient-model-interpretation-and-debugging https://dx.doi.org/10.48448/z3hp-d992 BASE Hide details 7 ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bansal, Mohit; Bauer, Lisa. - : Underline Science Inc., 2021 BASE Show details 8 Integrating Visuospatial, Linguistic and Commonsense Structure into Story Visualization ... Maharana, Adyasha; Bansal, Mohit. - : arXiv, 2021 BASE Show details 9 EmailSum: Abstractive Email Thread Summarization ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Bansal, Mohit; Celikyilmaz, Asli. - : Underline Science Inc., 2021 BASE Show details 10 Inducing Transformer’s Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bansal, Mohit; Jiang, Yichen. - : Underline Science Inc., 2021 BASE Show details 11 I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Bansal, Mohit; Kiela, Douwe. - : Underline Science Inc., 2021 BASE Show details 12 InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Bansal, Mohit; Chang, Shih-Fu. - : Underline Science Inc., 2021 BASE Show details 13 Continuous Language Generative Flow ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Bansal, Mohit; Kim, Hyounghun. - : Underline Science Inc., 2021 BASE Show details 14 multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning ... NAACL 2021 2021; Bansal, Mohit; Saha, Swarnadeep. - : Underline Science Inc., 2021 BASE Show details 15 ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective Feedback ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Bansal, Mohit; Frey, Benjamin. - : Underline Science Inc., 2021 BASE Show details 16 Integrating Visuospatial, Linguistic, and Commonsense Structure into Story Visualization ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bansal, Mohit; Maharana, Adyasha. - : Underline Science Inc., 2021 BASE Show details 17 Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Ramakanth; Bansal, Mohit. - : Underline Science Inc., 2021 BASE Show details 18 Continual Few-Shot Learning for Text Classification ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Ramakanth; Bansal, Mohit. - : Underline Science Inc., 2021 BASE Show details 19 Finding a Balanced Degree of Automation for Summary Evaluation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bansal, Mohit; Zhang, Shiyue. - : Underline Science Inc., 2021 BASE Show details 20 Analyzing the Limits of Self-Supervision in Handling Bias in Language ... Bauer, Lisa; Gopalakrishnan, Karthik; Gella, Spandana. - : arXiv, 2021 BASE Show details Page: 1 2

Mobile view All Catalogues UB Frankfurt Linguistik 0 IDS Mannheim 0 OLC Linguistik 0 UB Frankfurt Retrokatalog 0 DNB Subject Category Language 0 Institut für Empirische Sprachwissenschaft 0 Leibniz-Centre General Linguistics (ZAS) 0 Bibliographies BLLDB 1 BDSL 0 IDS Bibliografie zur deutschen Grammatik 0 IDS Bibliografie zur Gesprächsforschung 0 IDS Konnektoren im Deutschen 0 IDS Präpositionen im Deutschen 0 IDS OBELEX meta 0 MPI-SHH Linguistics Collection 0 MPI for Psycholinguistics 0 Linked Open Data catalogues Annohub 0 Online resources Link directory 0 Journal directory 0 Database directory 0 Dictionary directory 0 Open access documents BASE 37 Linguistik-Repository 0 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0