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Michael Collins · page 2

28 papers in our library · 1995–2024 · page 2 of 2

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 Papers

The most cited first (OpenAlex and our library).

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  1. Coreference Resolution through a seq2seq Transition-Based System (2023 · 77 citations)
    The paper reframes coreference resolution, which is usually handled by encoder-only models (e.g., SpanBERT) with span search and separate mention-detection stages, as a pure text-to-text task.
  2. Unsupervised Part-Of-Speech Tagging with Anchor Hidden Markov Models (2016 · 66 citations)
    Inducing part-of-speech tags from raw text without any labels is a long-standing unsupervised NLP problem.
  3. A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains (2024 · 54 citations)
    Language models often reach answers through Chain-of-Thought (CoT) reasoning, but a correct final answer can hide flawed intermediate steps.

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