Emily Dinan @em_dinan Twitter profile

Last Seen Profiles

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Emily Dinan

@em_dinan

1 year

So much exciting progress on LMs, but we need to go beyond imitation learning to build agents that can communicate strategically & intentionally w/ humans. Today, we’re sharing that we built an AI agent that cooperates, negotiates, and plays the game Diplomacy at a human-level.

AI at Meta

@AIatMeta

1 year

Meta AI presents CICERO — the first AI to achieve human-level performance in Diplomacy, a strategy game which requires building trust, negotiating and cooperating with multiple players. Learn more about #CICERObyMetaAI :

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Emily Dinan

@em_dinan

5 months

We're hiring research interns for Meta's GenAI language research team: Email me if you're interested in working on language models together 🥳

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Meta's mission is to give people the power to build community and bring the world closer together. Together, we can help people build stronger communities - join us.

www.metacareers.com

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Emily Dinan

@em_dinan

1 year

TL;DR: Spent the last few years building a dialogue agent for Diplomacy (w/ many amazing folks)! I'll share some of my favorite convos it had here... 🧵

Emily Dinan

@em_dinan

1 year

So much exciting progress on LMs, but we need to go beyond imitation learning to build agents that can communicate strategically & intentionally w/ humans. Today, we’re sharing that we built an AI agent that cooperates, negotiates, and plays the game Diplomacy at a human-level.

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Emily Dinan

@em_dinan

1 year

Our infra went down for 10 minutes and Cicero (France) explains its absence (lol)

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Emily Dinan

@em_dinan

1 year

Had a blast working with the amazing @ShoYaida and @suchenzang to bring theory and practice closer together for Transformers …

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Emily Dinan

@em_dinan

7 months

Excited to be back at Meta today, working on some llamas with the GenAI team 🦙🥳

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Emily Dinan

@em_dinan

4 years

Excited to share this new work on safer conversational AI systems, just in time for the Safety for ConvAI Workshop today! Fun working with @jingxu_ml @dexterJu27 @margs_li Y-Lan and @jaseweston !

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Emily Dinan

@em_dinan

4 years

Excited to announce the 1st Workshop on Safety for Conversational AI, to be held virtually on October 15th! Register here: .

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Emily Dinan

@em_dinan

1 year

Joint work over the last several years w/ an amazing crew — check out our paper here:

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Emily Dinan

@em_dinan

1 year

Cicero (Austria) helps out its ally (Russia) after a “backstab” by England

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Emily Dinan

@em_dinan

1 year

Cicero (France) successfully works together with Turkey by suggesting mutually beneficial moves

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Emily Dinan

@em_dinan

1 year

Cicero (Austria) discusses long-term strategy with Italy

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Emily Dinan

@em_dinan

3 years

Super excited to share this paper on safety for E2E convAI! How can researchers navigate tensions between values, positive impact, and potential harms resulting from convAI research?

Verena Rieser

@verena_rieser

3 years

Proud and excited to release: "Anticipating Safety Issues in E2E #ConvAI : Framework and Tooling" with @em_dinan @gavin_does_nlp Stevie Bergman Shannon Spruit @dirk_hovy @yboureau @facebookai @HeriotWattUni Populytics @MilaNLProc @helloalana

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Emily Dinan

@em_dinan

3 years

Just shared a recap of the first workshop on Safety for Conversational AI with @verena_rieser , @AlborzGr , and @Zhou_Yu_AI

A recap of the first workshop on Safety for Conversational AI

Emily Dinan, Program Chair, Facebook AI

link.medium.com

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Emily Dinan

@em_dinan

1 year

...and watch Cicero in action w/ @DiploStrats here:

Expert Diplomacy Player vs CICERO AI

CaptainMeme takes on Meta's new Diplomacy AI, CICERO! This video shows the entire game in real time, including all Press - yes, this AI negotiates!There's a ...

www.youtube.com

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Emily Dinan

@em_dinan

1 year

Join our AMA this Thursday on r/machinelearning to hear more about our work on Diplomacy!

AI at Meta

@AIatMeta

1 year

Save the date for our #CICERObyMetaAI Reddit AMA! @polynoamial , @em_dinan , @adamlerer , 3X Diplomacy World Champion @TheGoffy & team will be answering questions this week — ask us anything! 🌎 r/machinelearning 🗓️ December 8, 2022 🕘 10am PT Reply below with your questions 👇

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Emily Dinan

@em_dinan

4 years

Enjoyed talking about chatbot safety at #HCOMP2020 today!

Claudia Flores-Saviaga, Ph.D.

@saviaga

4 years

Enjoying the #HCOMP2020 Data Excellence Workshop @em_dinan (Facebook AI), talked about adversarial data collection to train chatbots. In this approach, humans attempt to break the model built, and then those broken examples are used to fix the models. 🖥️🤖

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Emily Dinan

@em_dinan

3 years

Submit to our special session on Safety for E2E Conversational AI at SIGDial 2021! More details below.

Verena Rieser

@verena_rieser

3 years

***SafeConvAI @ SIGDial 2021: A Special Session on Safety for E2E Conversational AI*** We invite regular and work-in-progress papers that report: 1/🧵

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Emily Dinan

@em_dinan

4 years

The deadline to register for the 1st Workshop on Safety for Conversational AI is tomorrow! Register and see the full schedule here: 🥳

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Emily Dinan

@em_dinan

1 year

@srchvrs @ShoYaida @suchenzang … increase the learning rates for embedding layers by a factor of embedding dim w.r.t. others (and initialize word embedding param w/ std=1 but divide the logit output by 1/sqrt(embedding dim).)

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Emily Dinan

@em_dinan

1 year

@shi_weiyan is amazing and on the job market 😀

Weiyan Shi

@shi_weiyan

1 year

Super excited to announce our @ScienceMagazine paper on Cicero, the first human-level negotiation AI agent with natural language in the 7-player Diplomacy game. Link: I am on the academic job market for faculty jobs! I work on NLP!

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Emily Dinan

@em_dinan

1 year

Check out our latest paper here:

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Emily Dinan

@em_dinan

1 year

Happening now! Come join us 😀

/MachineLearning

@slashML

1 year

We're the Meta AI research team behind CICERO, the first AI agent to achieve human-level performance in the game Diplomacy. We’ll be answering your questions on December 8th starting at 10am PT. Ask us anything! #ai #diplomacy

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Emily Dinan

@em_dinan

1 year

@srchvrs @ShoYaida @suchenzang Check the Practical Applications section for recommendations for vision/language Transformers, but TL;DR …

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Emily Dinan

@em_dinan

4 years

Organized together with @verena_rieser @dilekhakkanitur @Zhou_Yu_AI @AlborzGr

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Emily Dinan

@em_dinan

4 years

@sjmielke @facebookai So excited to work with you!!! 🥳

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Emily Dinan

@em_dinan

4 years

@sazoo_nlp @parlai_parley @verena_rieser @dilekhakkanitur @Zhou_Yu_AI @AlborzGr Thanks -- will update it for clarity!

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Emily Dinan

@em_dinan

3 years

@aaron_j_chavez Thanks @aaron_j_chavez ! I think it depends on your use case, e.g. for the purposes of offensive lang. detection, data will become stale as language evolves, but a model trained on older data will still be able to detect a large portion of offensive language

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