🏢 Works of Salesforce

29 works · the most cited first · ← Salesforce

1. BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language ModelsJunnan Li, Dongxu Li, Silvio Savarese, et al.2023 · 2,114 citations
2. Pointer Sentinel Mixture ModelsStephen Merity, Caiming Xiong, James Bradbury, et al.2016 · 1,669 citations
3. BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and GenerationJunnan Li, Dongxu Li, Caiming Xiong, et al.2022 · 1,463 citations
4. InstructBLIP: Towards General-purpose Vision-Language Models with Instruction TuningWenliang Dai, Junnan Li, Dongxu Li, et al.2023 · 1,051 citations
5. Ask Me Anything: Dynamic Memory Networks for Natural Language ProcessingAnkit Kumar, Ozan Irsoy, Peter Ondruska, et al.2015 · 775 citations
6. Non-Autoregressive Neural Machine TranslationJiatao Gu, James Bradbury, Caiming Xiong, et al.2017 · 765 citations
7. Explain Yourself! Leveraging Language Models for Commonsense ReasoningNazneen Fatema Rajani, Bryan McCann, Caiming Xiong, et al.2019 · 690 citations
8. A Joint Many-Task Model: Growing a Neural Network for Multiple NLP TasksKazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka, et al.2016 · 666 citations
9. Dynamic Coattention Networks For Question AnsweringCaiming Xiong, Victor Zhong, Richard Socher2016 · 578 citations
10. Neural Text Summarization: A Critical EvaluationWojciech Kryscinski, Nitish Shirish Keskar, Bryan McCann, et al.2019 · 555 citations
11. The Natural Language Decathlon: Multitask Learning as Question AnsweringBryan McCann, Nitish Shirish Keskar, Caiming Xiong, et al.2018 · 523 citations
12. GeDi: Generative Discriminator Guided Sequence GenerationBen Krause, Akhilesh Deepak Gotmare, Bryan McCann, et al.2021 · 444 citations
13. UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language ModelsTianbao Xie, Chen Henry Wu, Peng Shi, et al.2022 · 405 citations
14. TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented DialogueChien-Sheng Wu, Steven C.H. Hoi, Richard Socher, et al.2020 · 360 citations
15. QAFactEval: Improved QA-Based Factual Consistency Evaluation for SummarizationAlexander Fabbri, Chien-Sheng Wu, Wenhao Liu, et al.2022 · 288 citations
16. Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question AnsweringAkari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, et al.2019 · 271 citations
17. Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic ParsingXi Victoria Lin, Richard Socher, Caiming Xiong2020 · 261 citations
18. FeTaQA: Free-form Table Question AnsweringLinyong Nan, Chiachun Hsieh, Ziming Mao, et al.2022 · 234 citations
19. FOLIO: Natural Language Reasoning with First-Order LogicSimeng Han, Hailey Schoelkopf, Yilun Zhao, et al.2022 · 217 citations
20. A-MEM: Agentic Memory for LLM AgentsWujiang Xu, Zujie Liang, Kai Mei, et al.2025 · 171 citations
21. DART: Open-Domain Structured Data Record to Text GenerationLinyong Nan, Dragomir Radev, Rui Zhang, et al.2020 · 154 citations
22. Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought FrameworkRuochen Zhao, Xingxuan Li, Shafiq Joty, et al.2023 · 144 citations
23. DocNLI: A Large-scale Dataset for Document-level Natural Language InferenceWenpeng Yin, Dragomir Radev, Caiming Xiong2021 · 121 citations
24. Negative Preference Optimization: From Catastrophic Collapse to Effective UnlearningRuiqi Zhang, Licong Lin, Yu Bai, et al.2024 · 119 citations
25. Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human EvaluationYixin Liu, Alexander R. Fabbri, Pengfei Liu, et al.2022 · 116 citations
26. A Unified Linear-Time Framework for Sentence-Level Discourse ParsingXiang Lin, Shafiq Joty, Prathyusha Jwalapuram, et al.2019 · 94 citations
27. Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State TrackingJianguo Zhang, Kazuma Hashimoto, Chien-Sheng Wu, et al.2020 · 79 citations
28. XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and RetrievalMohammad Abdullah Matin Khan, M Saiful Bari, Xuan Long Do, et al.2024 · 51 citations
29. xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and RetrievalMohammad Abdullah Matin Khan, M Saiful Bari, Xuan Long Do, et al.2023 · 39 citations

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