Julian Martin Eisenschlos

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 30

Top Topics

Weakly Supervised

Continuous Relaxation

Top Venues

Publications

Mubashara Akhtar, Chenxi Pang, Andreea Marzoca, Yasemin Altun, Julian Martin Eisenschlos
TANQ: An open domain dataset of table answered questions. CoRR (2024)
Syrine Krichene, Francesco Piccinno, Fangyu Liu, Julian Martin Eisenschlos
Faithful Chart Summarization with ChaTS-Pi. CoRR (2024)
Julian Martin Eisenschlos, Hernán Maina, Guido Ivetta, Luciana Benotti
Selectively Answering Visual Questions. CoRR (2024)
Zilong Wang, Hao Zhang, Chun-Liang Li, Julian Martin Eisenschlos, Vincent Perot, Zifeng Wang, Lesly Miculicich, Yasuhisa Fujii, Jingbo Shang, Chen-Yu Lee, Tomas Pfister
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding. ICLR (2024)
Zilong Wang, Hao Zhang, Chun-Liang Li, Julian Martin Eisenschlos, Vincent Perot, Zifeng Wang, Lesly Miculicich, Yasuhisa Fujii, Jingbo Shang, Chen-Yu Lee, Tomas Pfister
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding. CoRR (2024)
Xingchen Wan, Ruoxi Sun, Hootan Nakhost, Hanjun Dai, Julian Martin Eisenschlos, Sercan Ö. Arik, Tomas Pfister
Universal Self-adaptive Prompting. CoRR (2023)
Jeremy R. Cole, Michael J. Q. Zhang, Daniel Gillick, Julian Martin Eisenschlos, Bhuwan Dhingra, Jacob Eisenstein
Selectively Answering Ambiguous Questions. CoRR (2023)
Kenton Lee, Mandar Joshi, Iulia Raluca Turc, Hexiang Hu, Fangyu Liu, Julian Martin Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding. ICML (2023)
Fangyu Liu, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Yasemin Altun, Nigel Collier, Julian Martin Eisenschlos
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering. ACL (1) (2023)
Jeremy R. Cole, Palak Jain, Julian Martin Eisenschlos, Michael J. Q. Zhang, Eunsol Choi, Bhuwan Dhingra
DIFFQG: Generating Questions to Summarize Factual Changes. CoRR (2023)
Fangyu Liu, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier, Yasemin Altun
DePlot: One-shot visual language reasoning by plot-to-table translation. ACL (Findings) (2023)
Ewa Andrejczuk, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Yasemin Altun
Table-To-Text generation and pre-training with TabT5. CoRR (2022)
Fangyu Liu, Julian Martin Eisenschlos, Jeremy R. Cole, Nigel Collier
Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour. CoRR (2022)
Iulia-Maria Comsa, Julian Martin Eisenschlos, Srini Narayanan
MiQA: A Benchmark for Inference on Metaphorical Questions. CoRR (2022)
Bhuwan Dhingra, Jeremy R. Cole, Julian Martin Eisenschlos, Daniel Gillick, Jacob Eisenstein, William W. Cohen
Time-Aware Language Models as Temporal Knowledge Bases. Trans. Assoc. Comput. Linguistics 10 (2022)
Aashna Jena, Vivek Gupta, Manish Shrivastava, Julian Martin Eisenschlos
Leveraging Data Recasting to Enhance Tabular Reasoning. CoRR (2022)
Fangyu Liu, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Yasemin Altun, Nigel H. Collier, Julian Martin Eisenschlos
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering. CoRR (2022)
Fangyu Liu, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier, Yasemin Altun
DePlot: One-shot visual language reasoning by plot-to-table translation. CoRR (2022)
Julian Martin Eisenschlos, Jeremy R. Cole, Fangyu Liu, William W. Cohen
WinoDict: Probing language models for in-context word acquisition. CoRR (2022)
Julian Martin Eisenschlos, Maharshi Gor, Thomas Müller, William W. Cohen
MATE: Multi-view Attention for Table Transformer Efficiency. CoRR (2021)
Bhuwan Dhingra, Jeremy R. Cole, Julian Martin Eisenschlos, Daniel Gillick, Jacob Eisenstein, William W. Cohen
Time-Aware Language Models as Temporal Knowledge Bases. CoRR (2021)
Thomas Müller, Julian Martin Eisenschlos, Syrine Krichene
TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training. CoRR (2021)
Jonathan Herzig, Thomas Müller, Syrine Krichene, Julian Martin Eisenschlos
Open Domain Question Answering over Tables via Dense Retrieval. CoRR (2021)
Syrine Krichene, Thomas Müller, Julian Martin Eisenschlos
DoT: An efficient Double Transformer for NLP tasks with tables. CoRR (2021)
Julian Martin Eisenschlos, Bhuwan Dhingra, Jannis Bulian, Benjamin Börschinger, Jordan L. Boyd-Graber
Fool Me Twice: Entailment from Wikipedia Gamification. CoRR (2021)
Julian Martin Eisenschlos, Syrine Krichene, Thomas Müller
Understanding tables with intermediate pre-training. CoRR (2020)
Jonathan Herzig, Pawel Krzysztof Nowak, Thomas Müller, Francesco Piccinno, Julian Martin Eisenschlos
TaPas: Weakly Supervised Table Parsing via Pre-training. ACL (2020)
Sebastian Prillo, Julian Martin Eisenschlos
SoftSort: A Continuous Relaxation for the argsort Operator. CoRR (2020)
Julian Martin Eisenschlos, Syrine Krichene, Thomas Müller
Understanding tables with intermediate pre-training. EMNLP (Findings) (2020)
Jonathan Herzig, Pawel Krzysztof Nowak, Thomas Müller, Francesco Piccinno, Julian Martin Eisenschlos
TAPAS: Weakly Supervised Table Parsing via Pre-training. CoRR (2020)