Retrieval, embeddings, benchmarks — page 1

• A System for Answering Simple Questions in Multiple Languages
  acl:2023.acl-demo.51 · 2023-07-01 · text available
• Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question?
  arxiv:2402.12483 · 2024-02-19 · text available
• Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
  arxiv:2206.04615 · 2022-06-09 · text available
• Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine
  arxiv:2311.16452 · 2023-11-28 · text available
• CEO-Bench: Can Agents Play the Long Game?
  arxiv:2606.18543 · 2026-06-16 · text available
• Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP
  arxiv:2212.14024 · 2022-12-28 · text available
• Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies
  arxiv:2101.02235 · 2021-01-06 · text available
• Large Dual Encoders Are Generalizable Retrievers
  arxiv:2112.07899 · 2021-12-15 · text available
• Learning to Compress Prompts with Gist Tokens
  arxiv:2304.08467 · 2023-04-17 · text available
• Matryoshka Representation Learning
  arxiv:2205.13147 · 2022-05-26 · text available
• MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
  arxiv:2410.07095 · 2024-10-09 · text available
• One Embedder, Any Task: Instruction-Finetuned Text Embeddings
  arxiv:2212.09741 · 2022-12-19 · text available
• Open Domain Question Answering (Lilian Weng)
  url:lilianweng.github.io/posts/2020-10-29-odqa · 2020-10-29 · metadata only
• People cannot distinguish GPT-4 from a human in a Turing test
  arxiv:2405.08007 · 2024-05-09 · text available
• PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization
  acl:2022.acl-long.360 · 2021-10-16 · text available
• Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution
  arxiv:2309.16797 · 2023-09-28 · text available
• Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts
  arxiv:2402.16822 · 2024-02-26 · text available
• Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
  url:selfrag.github.io · 2023-10-17 · metadata only
• StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models
  arxiv:2403.07714 · 2024-03-12 · text available
• Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
  acl:2022.emnlp-main.340 · 2022-04-16 · text available