Anirudh Ajith
Anirudh Ajith has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining, Evaluation & benchmarks, Information retrieval & search; often with Alexis Chevalier, Danqi Chen, Alexander Wettig.
OpenAlex · ORCID · h-index 4 · 10 works · 80 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 371 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #5508
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Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workEvaluation & benchmarks · 1 workInformation retrieval & search · 1 work
Works by year
2020s
Papers
- Adapting Language Models to Compress Contexts (2023 · 182 citations)
Transformer LMs can only attend to a limited window, and long inputs are costly to process. This EMNLP 2023 paper from Princeton turns existing pre-trained models into "AutoCompressors." The models learn to condense text into a small set of summary vectors, which later segments read as soft prompts. The approach… - LitSearch: A Retrieval Benchmark for Scientific Literature Search (2024 · 39 citations)
Researchers often look for papers that match a precise description, such as a particular method or setting.
All works
- Detecting Pretraining Data from Large Language Models ↗arXiv:2310.16789 · no summary yetWeijia Shi et al.2023 · 224 citations
- Adapting Language Models to Compress ContextsConference on Empirical Methods in Natural Language Processing (EMNLP)Alexis Chevalier, Alexander Wettig, Anirudh Ajith, et al.2023 · 182 citations
- LitSearch: A Retrieval Benchmark for Scientific Literature SearchConference on Empirical Methods in Natural Language Processing (EMNLP)Anirudh Ajith, Mengzhou Xia, Alexis Chevalier, et al.2024 · 39 citations
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