Tal Schuster

Tal Schuster

Massachusetts Institute of Technology

H-index: 22

North America-United States

About Tal Schuster

Tal Schuster, With an exceptional h-index of 22 and a recent h-index of 22 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Machine Learning, Natural Language Processing, Computer Vision.

His recent articles reflect a diverse array of research interests and contributions to the field:

Attribute First, then Generate: Locally-attributable Grounded Text Generation

Efficient decoding of output sequences using adaptive early exiting

Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)

Conformal Language Modeling

LAIT: Efficient Multi-Segment Encoding in Transformers with Layer-Adjustable Interaction

SEMQA: Semi-Extractive Multi-Source Question Answering

SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes

Is margin all you need? An extensive empirical study of deep active learning on tabular data

Tal Schuster Information

University

Position

MIT, CSAIL

Citations(all)

3134

Citations(since 2020)

3119

Cited By

524

hIndex(all)

22

hIndex(since 2020)

22

i10Index(all)

30

i10Index(since 2020)

30

Email

University Profile Page

Google Scholar

Tal Schuster Skills & Research Interests

Machine Learning

Natural Language Processing

Computer Vision

Top articles of Tal Schuster

Title

Journal

Author(s)

Publication Date

Attribute First, then Generate: Locally-attributable Grounded Text Generation

arXiv preprint arXiv:2403.17104

Aviv Slobodkin

Eran Hirsch

Arie Cattan

Tal Schuster

Ido Dagan

2024/3/25

Efficient decoding of output sequences using adaptive early exiting

2024/1/30

Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)

Nafise Sadat Moosavi

Iryna Gurevych

Yufang Hou

Gyuwan Kim

Young Jin Kim

...

2023/7

Conformal Language Modeling

arXiv preprint arXiv:2306.10193

Victor Quach

Adam Fisch

Tal Schuster

Adam Yala

Jae Ho Sohn

...

2023/6/16

LAIT: Efficient Multi-Segment Encoding in Transformers with Layer-Adjustable Interaction

ACL 2023

Jeremiah Milbauer

Annie Louis

Mohammad Javad Hosseini

Alex Fabrikant

Donald Metzler

...

2023/5/31

SEMQA: Semi-Extractive Multi-Source Question Answering

NAACL 2024

Tal Schuster

Adam D Lelkes

Haitian Sun

Jai Gupta

Jonathan Berant

...

2023/11/8

SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes

Findings of EMNLP 2023

Adam D Lelkes

Eric Loreaux

Tal Schuster

Ming-Jun Chen

Alvin Rajkomar

2023/10/27

Is margin all you need? An extensive empirical study of deep active learning on tabular data

Dara Bahri

Heinrich Jiang

Tal Schuster

Afshin Rostamizadeh

2023/10/13

Conformal risk control

arXiv preprint arXiv:2208.02814

Anastasios N Angelopoulos

Stephen Bates

Adam Fisch

Lihua Lei

Tal Schuster

2022/8/4

Tomayto, tomahto. beyond token-level answer equivalence for question answering evaluation

EMNLP 2022

Jannis Bulian

Christian Buck

Wojciech Gajewski

Benjamin Boerschinger

Tal Schuster

2022/2/15

Confident Adaptive Language Modeling

Neurips 2022

Tal Schuster

Adam Fisch

Jai Gupta

Mostafa Dehghani

Dara Bahri

...

2022/7/14

Transformer memory as a differentiable search index

NeurIPS 2022

Yi Tay

Vinh Q Tran

Mostafa Dehghani

Jianmo Ni

Dara Bahri

...

2022/2/14

Ul2: Unifying language learning paradigms

Yi Tay

Mostafa Dehghani

Vinh Q Tran

Xavier Garcia

Jason Wei

...

2022

Beyond the imitation game: Quantifying and extrapolating the capabilities of language models

arXiv preprint arXiv:2206.04615

Aarohi Srivastava

Abhinav Rastogi

Abhishek Rao

Abu Awal Md Shoeb

Abubakar Abid

...

2022/6/9

PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition

arXiv preprint arXiv:2212.10750

Sihao Chen

Senaka Buthpitiya

Alex Fabrikant

Dan Roth

Tal Schuster

2022/12/21

Uncertainty Estimation for Natural Language Processing

COLING 2022 (Tutorial)

Adam Fisch

Robin Jia

Tal Schuster

2022

Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters

Findings of EMNLP 2022

Tal Schuster

Sihao Chen

Senaka Buthpitiya

Alex Fabrikant

Donald Metzler

2022/4/15

Attributed question answering: Evaluation and modeling for attributed large language models

arXiv preprint arXiv:2212.08037

Bernd Bohnet

Vinh Q Tran

Pat Verga

Roee Aharoni

Daniel Andor

...

2022/12/15

Conformal Prediction Sets with Limited False Positives

Adam Fisch

Tal Schuster

Tommi Jaakkola

Regina Barzilay

2022/6/28

Robust and Efficient Deep Learning for Misinformation Prevention

Tal Schuster

2021

See List of Professors in Tal Schuster University(Massachusetts Institute of Technology)

Co-Authors

academic-engine