---
title: "Transactions on Machine Learning Research 2023 — papers"
description: "Transactions on Machine Learning Research 2023 — papers: 2 papers in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/transactions-on-machine-learning-research/2023/"
---
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# Transactions on Machine Learning Research 2023 — papers

The works of Transactions on Machine Learning Research published in 2023 that our library holds: 2 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**2** works in our library](https://md.research.elamur.ai/free/en/venues/transactions-on-machine-learning-research/2023/#works) · [**117** citations of these works](https://md.research.elamur.ai/free/en/venues/transactions-on-machine-learning-research/2023/#works)

## Works with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. **[A Survey of Reinforcement Learning from Human Feedback](https://md.research.elamur.ai/free/en/papers/kaufmann-2023-survey-reinforcement-learning-human-feedback/) [Transactions on Machine Learning Research](https://md.research.elamur.ai/free/en/venues/transactions-on-machine-learning-research/)**Timo Kaufmann, Paul Weng, Viktor Bengs, et al.*2023 · 92 citations*
2. **[Two Failures of Self-Consistency in the Multi-Step Reasoning of LLMs](https://md.research.elamur.ai/free/en/papers/chen-2023-two-failures-self-consistency-multi/) [Transactions on Machine Learning Research](https://md.research.elamur.ai/free/en/venues/transactions-on-machine-learning-research/)**Angelica Chen, Jason Phang, Alicia Parrish, et al.*2023 · 25 citations*

## Top topics

Topics of its works in our library, with the number of works on each.

[Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning (1)](https://md.research.elamur.ai/free/en/topics/reasoning/)

## Fields

[Computer Science (2)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Decision Sciences (1)](https://md.research.elamur.ai/free/en/shelves/decision-sciences/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Eyke Hüllermeier**1 work here · 92 citations](https://md.research.elamur.ai/free/en/authors/eyke-hullermeier/) · [🧑‍🔬**Timo Kaufmann**1 work here · 92 citations](https://md.research.elamur.ai/free/en/authors/timo-kaufmann/) · [🧑‍🔬**Alicia Parrish**1 work here · 25 citations](https://md.research.elamur.ai/free/en/authors/alicia-parrish/) · [🧑‍🔬**Angelica Chen**1 work here · 25 citations](https://md.research.elamur.ai/free/en/authors/angelica-chen/) · [🧑‍🔬**Chen Zhao**1 work here · 25 citations](https://md.research.elamur.ai/free/en/authors/chen-zhao/) · [🧑‍🔬**Jason Phang**1 work here · 25 citations](https://md.research.elamur.ai/free/en/authors/jason-phang/) · [🧑‍🔬**Kyunghyun Cho**1 work here · 25 citations](https://md.research.elamur.ai/free/en/authors/kyunghyun-cho/) · [🧑‍🔬**Samuel R. Bowman**1 work here · 25 citations](https://md.research.elamur.ai/free/en/authors/samuel-r-bowman/) · [🧑‍🔬**Vishakh Padmakumar**1 work here · 25 citations](https://md.research.elamur.ai/free/en/authors/vishakh-padmakumar/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🏢**Google** Mountain View · United States 1 work here](https://md.research.elamur.ai/free/en/companies/google/) · [🏥**LMU Klinikum** Munich · Germany 1 work here](https://md.research.elamur.ai/free/en/hospitals/lmu-klinikum/) · [🎓**New York University** New York · United States 1 work here](https://md.research.elamur.ai/free/en/universities/new-york-university/) · [🎓**Ludwig-Maximilians-Universität München** Munich · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/ludwig-maximilians-universitat-munchen/)

works and citations from OpenAlex and our library.

- [next → Transactions on Machine Learning Research 2024](https://md.research.elamur.ai/free/en/venues/transactions-on-machine-learning-research/2024/)
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