FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking

18 July 2024

Papers citing "FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking"

8 / 8 papers shown

Title
LEVER: Learning to Verify Language-to-Code Generation with Execution Ansong Ni Srini Iyer Dragomir R. Radev Ves Stoyanov Wen-tau Yih Sida I. Wang Xi Lin 52 216 0 16 Feb 2023
Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution Ananya Kumar Aditi Raghunathan Robbie Jones Tengyu Ma Percy Liang OODD 91 655 0 21 Feb 2022
NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics Ximing Lu Sean Welleck Peter West Liwei Jiang Jungo Kasai ... Lianhui Qin Youngjae Yu Rowan Zellers Noah A. Smith Yejin Choi 20 158 0 16 Dec 2021
NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints Ximing Lu Peter West Rowan Zellers Ronan Le Bras Chandra Bhagavatula Yejin Choi NAI 65 143 0 24 Oct 2020
GeDi: Generative Discriminator Guided Sequence Generation Ben Krause Akhilesh Deepak Gotmare Bryan McCann N. Keskar Shafiq Joty R. Socher Nazneen Rajani 79 398 0 14 Sep 2020
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 96 957 0 04 Dec 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 392 24,160 0 26 Jul 2019
Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation Matt Post David Vilar 54 312 0 18 Apr 2018