Autoregressive Structured Prediction with Language Models

26 October 2022

Papers citing "Autoregressive Structured Prediction with Language Models"

36 / 36 papers shown

Title
Predicting Through Generation: Why Generation Is Better for Prediction Md. Kowsher Nusrat Jahan Prottasha Prakash Bhat Chun-Nam Yu Mojtaba Soltanalian Ivan Garibay O. Garibay Chen Chen Niloofar Yousefi AI4TS 60 0 0 25 Feb 2025
CorPipe at CRAC 2024: Predicting Zero Mentions from Raw Text Milan Straka LRM 31 1 0 03 Oct 2024
Using Deep Autoregressive Models as Causal Inference Engines Daniel Jiwoong Im Kevin Zhang Nakul Verma Kyunghyun Cho CML 19 1 0 27 Sep 2024
Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends Giuliano Martinelli Martin Larsson Johannes Wiesel 28 7 0 31 Jul 2024
End-to-End Argument Mining as Augmented Natural Language Generation Nilmadhab Das Vishal Choudhary V. V. Saradhi Ashish Anand 16 0 0 12 Jun 2024
ThaiCoref: Thai Coreference Resolution Dataset Pontakorn Trakuekul Wei Qi Leong Charin Polpanumas Jitkapat Sawatphol William-Chandra Tjhi Attapol T. Rutherford 23 0 0 10 Jun 2024
CoNLL#: Fine-grained Error Analysis and a Corrected Test Set for CoNLL-03 English Andrew Rueda Elena Álvarez Mellado Constantine Lignos 21 0 0 20 May 2024
Transforming Dutch: Debiasing Dutch Coreference Resolution Systems for Non-binary Pronouns Goya van Boven Yupei Du Dong Nguyen 21 1 0 30 Apr 2024
GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction Urchade Zaratiana Nadi Tomeh Niama El Khbir Pierre Holat Thierry Charnois 36 1 0 18 Apr 2024
A Two Dimensional Feature Engineering Method for Relation Extraction Hao Wang Yanping Chen Weizhe Yang Yongbin Qin Ruizhang Huang 35 1 0 07 Apr 2024
A Controlled Reevaluation of Coreference Resolution Models Ian Porada Xiyuan Zou Jackie Chi Kit Cheung 35 1 0 31 Mar 2024
CodeS: Natural Language to Code Repository via Multi-Layer Sketch Daoguang Zan Ailun Yu Wei Liu Dong Chen Bo Shen ... Bei Guan Zhiguang Yang Yongji Wang Qianxiang Wang Li-zhen Cui 33 14 0 25 Mar 2024
Multilingual Coreference Resolution in Low-resource South Asian Languages Ritwik Mishra Pooja Desur R. Shah Ponnurangam Kumaraguru 29 3 0 21 Feb 2024
Consistent Joint Decision-Making with Heterogeneous Learning Models Hossein Rajaby Faghihi Parisa Kordjamshidi 37 2 0 06 Feb 2024
Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling David Dukić Jan Šnajder 24 12 0 25 Jan 2024
An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction Urchade Zaratiana Nadi Tomeh Pierre Holat Thierry Charnois 38 15 0 02 Jan 2024
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 40 144 0 29 Dec 2023
Utilizing Multiple Inputs Autoregressive Models for Bearing Remaining Useful Life Prediction Junliang Wang Qinghua Zhang Guanhua Zhu Guoxi Sun AI4CE 15 1 0 26 Nov 2023
Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning Sarkar Snigdha Sarathi Das Ranran Haoran Zhang Peng Shi Wenpeng Yin Rui Zhang 115 14 0 07 Nov 2023
A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods S. Alqaaidi Elika Bozorgi Afsaneh Shams Krzysztof J. Kochut DRL 30 0 0 29 Oct 2023
Seq2seq is All You Need for Coreference Resolution Wenzheng Zhang Sam Wiseman K. Stratos 27 12 0 20 Oct 2023
CAW-coref: Conjunction-Aware Word-level Coreference Resolution Karel DÓosterlinck Semere Kiros Bitew Brandon Papineau Christopher Potts Thomas Demeester Chris Develder 29 8 0 09 Oct 2023
Evaluating ChatGPT as a Recommender System: A Rigorous Approach Dario Di Palma Giovanni Maria Biancofiore Vito Walter Anelli Fedelucio Narducci Tommaso Di Noia E. Sciascio ALM 46 27 0 07 Sep 2023
Informed Named Entity Recognition Decoding for Generative Language Models Tobias Deuβer L. Hillebrand Christian Bauckhage R. Sifa 35 8 0 15 Aug 2023
Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning Saibo Geng Martin Josifosky Maxime Peyrard Robert West 42 59 0 23 May 2023
CodeKGC: Code Language Model for Generative Knowledge Graph Construction Zhen Bi Jing Chen Yinuo Jiang Feiyu Xiong Wei Guo Huajun Chen Ningyu Zhang 11 36 0 18 Apr 2023
BloombergGPT: A Large Language Model for Finance Shijie Wu Ozan Irsoy Steven Lu Vadim Dabravolski Mark Dredze Sebastian Gehrmann P. Kambadur David S. Rosenberg Gideon Mann AIFin 76 786 0 30 Mar 2023
PAC Prediction Sets for Large Language Models of Code Adam Khakhar Stephen Mell Osbert Bastani 22 6 0 17 Feb 2023
How Does Beam Search improve Span-Level Confidence Estimation in Generative Sequence Labeling? Kazuma Hashimoto Iftekhar Naim K. Raman UQLM 29 2 0 21 Dec 2022
A Measure-Theoretic Characterization of Tight Language Models Li Du Lucas Torroba Hennigen Tiago Pimentel Clara Meister Jason Eisner Ryan Cotterell 25 30 0 20 Dec 2022
Prompting Language Models for Linguistic Structure Terra Blevins Hila Gonen Luke Zettlemoyer LRM 35 40 0 15 Nov 2022
mGPT: Few-Shot Learners Go Multilingual Oleh Shliazhko Alena Fenogenova Maria Tikhonova Vladislav Mikhailov Anastasia Kozlova Tatiana Shavrina 43 149 0 15 Apr 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 213 1,657 0 15 Oct 2021
Packed Levitated Marker for Entity and Relation Extraction Deming Ye Yankai Lin Peng Li Maosong Sun 141 106 0 13 Sep 2021
Neural Machine Translation with Error Correction Kaitao Song Xu Tan Jianfeng Lu 129 62 0 21 Jul 2020
Span-based Joint Entity and Relation Extraction with Transformer Pre-training Markus Eberts A. Ulges LRM ViT 164 380 0 17 Sep 2019