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Generating Pragmatic Examples to Train Neural Program Synthesizers

9 November 2023

Daniel Fried

Papers citing "Generating Pragmatic Examples to Train Neural Program Synthesizers"

22 / 22 papers shown

Title
Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and ChallengesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Bolei Ma Yuting Li Wei Zhou Ziwei Gong Wenshu Fan Katja Jasinskaja Annemarie Friedrich Julia Hirschberg Frauke Kreuter Barbara Plank ELM LRM 393 15 0 17 Feb 2025
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions Terry Yue Zhuo Minh Chien Vu Jenny Chim Han Hu Wenhao Yu ... David Lo Daniel Fried Xiaoning Du H. D. Vries Leandro von Werra 591 372 0 22 Jun 2024
LACIE: Listener-Aware Finetuning for Confidence Calibration in Large Language Models Elias Stengel-Eskin Peter Hase Mohit Bansal 282 13 0 31 May 2024
Amortizing Pragmatic Program Synthesis with RankingsInternational Conference on Machine Learning (ICML), 2023 Yewen Pu Saujas Vaduguru Priyan Vaithilingam Elena L. Glassman Daniel Fried 224 5 0 01 Sep 2023
The Usability of Pragmatic Communication in Regular Expression Synthesis Priyan Vaithilingam Yewen Pu Elena L. Glassman 188 4 0 13 Aug 2023
Grounding Language Models to Images for Multimodal Inputs and OutputsInternational Conference on Machine Learning (ICML), 2023 Jing Yu Koh Ruslan Salakhutdinov Daniel Fried MLLM 410 149 0 31 Jan 2023
SpreadsheetCoder: Formula Prediction from Semi-structured ContextInternational Conference on Machine Learning (ICML), 2021 Xinyun Chen Petros Maniatis Rishabh Singh Charles Sutton H. Dai Max Lin Denny Zhou LMTD AI4TS 206 59 0 26 Jun 2021
ByT5: Towards a token-free future with pre-trained byte-to-byte modelsTransactions of the Association for Computational Linguistics (TACL), 2021 Linting Xue Aditya Barua Noah Constant Rami Al-Rfou Sharan Narang Mihir Kale Adam Roberts Colin Raffel 399 575 0 28 May 2021
FOREST: An Interactive Multi-tree Synthesizer for Regular ExpressionsInternational Conference on Tools and Algorithms for Construction and Analysis of Systems (TACAS), 2020 Margarida Ferreira Miguel Terra-Neves M. Ventura I. Lynce Ruben Martins 107 11 0 28 Dec 2020
Program Synthesis with Pragmatic CommunicationNeural Information Processing Systems (NeurIPS), 2020 Yewen Pu Kevin Ellis Marta Kryven J. Tenenbaum Armando Solar-Lezama 246 24 0 09 Jul 2020
Learning to learn generative programs with Memoised Wake-Sleep Luke B. Hewitt T. Le J. Tenenbaum CLL 196 28 0 06 Jul 2020
Learning to refer informatively by amortizing pragmatic reasoningAnnual Meeting of the Cognitive Science Society (CogSci), 2020 Julia White Jesse Mu Noah D. Goodman LRM 142 24 0 31 May 2020
Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning Angeliki Lazaridou Anna Potapenko O. Tieleman LLMAG 265 107 0 14 May 2020
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 432 3,726 0 22 Apr 2019
Lost in Machine Translation: A Method to Reduce Meaning Loss Reuben Cohn-Gordon Noah D. Goodman 300 23 0 25 Feb 2019
Speaker-Follower Models for Vision-and-Language Navigation Daniel Fried Ronghang Hu Volkan Cirik Anna Rohrbach Jacob Andreas Louis-Philippe Morency Taylor Berg-Kirkpatrick Kate Saenko Dan Klein Trevor Darrell LM&Ro LRM 623 558 0 07 Jun 2018
Pragmatically Informative Image Captioning with Character-Level Inference Reuben Cohn-Gordon Noah D. Goodman Christopher Potts 186 105 0 15 Apr 2018
Unified Pragmatic Models for Generating and Following Instructions Daniel Fried Jacob Andreas Dan Klein LRM 259 124 0 14 Nov 2017
RobustFill: Neural Program Learning under Noisy I/O Jacob Devlin J. Uesato Surya Bhupatiraju Rishabh Singh Abdel-rahman Mohamed Pushmeet Kohli 238 406 0 21 Mar 2017
DeepCoder: Learning to Write Programs Matej Balog Alexander L. Gaunt Marc Brockschmidt Sebastian Nowozin Daniel Tarlow AIMat NAI 296 600 0 07 Nov 2016
Reasoning About Pragmatics with Neural Listeners and Speakers Jacob Andreas Dan Klein ReLM LRM 199 182 0 02 Apr 2016
Learning in the Rational Speech Acts Model Will Monroe Christopher Potts 115 58 0 23 Oct 2015