On AI-assisted writing in graduate school
What is the proper role of AI ‘assistance’ in graduate student writing? It depends on what you mean by ‘graduate’.
Posts by Category
squib
I am joining ACL Rolling Review
It’s official: I joined the ACL Rolling Review team as an editor-in-chief, and I’d like to share some brief thoughts on this.
[ACL 2023] Peer Review Report
This post (at ACL conference website) summarizes the analysis of ACL’23 peer review process: https://2023.aclweb.org/blog/review-report/. The full analysis i...
Closed AI Models Make Bad Baselines
Will GPT-4 become a universally expected baseline in NLP research, like BERT in its time? Basic scientific methodology demands otherwise.
[ACL 2023] Paper-Reviewer Matching
As a program chair of ACL’23, I was the lead author for this blog post on the conference website that summarized our approach to peer-review matching: https:...
[ACL 2023] Generative AI Policy
This blog post (on the conference website) summarized our approach to the use of generative AI in ACL conference submissions and reviewing: https://2023.aclw...
The attribution problem with generative AI
Some argue that any publicly available text/art data is fair game for commercial models because human text/art also has sources. But unlike models, we know w...
Should the reviewers know who the authors are?
Why fully anonymous peer-review is important, and how we can achieve that in ACL rolling review reform.
Peer review in NLP: resource papers
Resource papers strike back! How the authors and the reviewers can stop talking past each other.
Peer review in NLP: reject-if-not-SOTA
Many reviewers at major NLP conferences tend to reject models that fail to beat state-of-the-art. It is a heuristic that is simple, convenient, and wrong.
How to teach NLP to non-CS-majors in 2 weeks?
What I learned from organizing an introductory course on NLP for linguists at ESSLLI 2019.
Talking to people outside your echo chamber: SocNLP challenges
A post inspired by an Uber ride with a Trump supporter.
On word analogies and negative results in NLP
Negative results are hard to publish, and even harder to make well-known. Even when the disproved result is something as pervasive as Mikolov’s word analogies.
How the Transformers broke NLP leaderboards
With the huge Transformer-based models such as BERT, GPT-2, and XLNet, are we losing track of how the state-of-the-art performance is achieved?
Why blog about NLP in 2019?
Benefits of blogging for the academic souls.
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AI ‘News’ Content Farms Are Easy to Make and Hard to Detect
AI ‘news’ produced by LLM-powered content farms are flooding the web. They are currently very cheap and easy to produce, even beyond English, and currently w...
A Sanity Check on ‘Emergent Properties’ in Large Language Models
One of the often-repeated claims about LLMs is that they have ‘emergent properties’. Unfortunately, in most cases the speaker/writer does not clarify what th...
[Text Machine Lab] BERT Busters: Outlier Dimensions that Disrupt Transformers
This is a post I wrote during my time in Text Machine Lab: https://text-machine-lab.github.io/blog/2021/busters/. It reports on one of the first studies on t...
[The Gradient] When BERT Plays The Lottery, All Tickets Are Winning
This is a post I wrote for The Gradient: https://thegradient.pub/when-bert-plays-the-lottery-all-tickets-are-winning/. It reports on our investigation of th...
[The Gradient] How Can We Improve Peer Review in NLP?
This is a post I wrote for The Gradient: https://thegradient.pub/how-can-we-improve-peer-review-in-nlp/. It reports on a position paper that discusses the h...
[Text Machine Lab] Question Answering for Artificial Intelligence (QuAIL)
This is a post I wrote during my time in Text Machine Lab: https://text-machine-lab.github.io/blog/2020/quail/. It presents an English resource for machine r...
[Text Machine Lab] BERT Busters: Outlier Dimensions that Disrupt Transformers
This is a post I wrote during my time in Text Machine Lab: https://text-machine-lab.github.io/blog/2020/bert-secrets/. It reports on an influential paper on ...
howto
Field Notes on Hybrid Conferences (EMNLP 2021)
Field notes from EMNLP 2021, the first hybrid *ACL conference.
How to Record a Virtual Conference Talk
Yes, it is possible to record and edit a conference talk at home, with open-source tools in reasonable time.