Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges

24 May 2024

Papers citing "Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges"

23 / 23 papers shown

Title
Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering Jihao Zhao Chunlai Zhou Biao Qin 52 0 0 05 May 2025
CachePrune: Neural-Based Attribution Defense Against Indirect Prompt Injection Attacks Rui Wang Junda Wu Yu Xia Tong Yu R. Zhang Ryan Rossi Lina Yao Julian McAuley AAML SILM 51 0 0 29 Apr 2025
From Text to Graph: Leveraging Graph Neural Networks for Enhanced Explainability in NLP Fabio Yáñez-Romero Andrés Montoyo Armando Suárez Yoan Gutiérrez Ruslan Mitkov 44 0 0 02 Apr 2025
Stay Focused: Problem Drift in Multi-Agent Debate Jonas Becker Lars Benedikt Kaesberg Andreas Stephan Jan Philip Wahle Terry Ruas Bela Gipp 59 1 0 26 Feb 2025
Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework Esteban Garces Arias Hannah Blocher Julian Rodemann Meimingwei Li Christian Heumann Matthias Aßenmacher 25 1 0 24 Oct 2024
SLM Meets LLM: Balancing Latency, Interpretability and Consistency in Hallucination Detection Mengya Hu Rui Xu Deren Lei Yaxi Li Mingyu Wang Emily Ching Eslam Kamal Alex Deng 40 3 0 22 Aug 2024
Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication Zhangyue Yin Qiushi Sun Cheng Chang Qipeng Guo Junqi Dai Xuanjing Huang Xipeng Qiu LRM 48 48 0 04 Dec 2023
The Elephant in the Room: Analyzing the Presence of Big Tech in Natural Language Processing Research Mohamed Abdalla Jan Philip Wahle Terry Ruas Aurélie Névéol Fanny Ducel Saif M. Mohammad Karën Fort 77 27 0 04 May 2023
Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family Yiming Tan Dehai Min Y. Li Wenbo Li Nan Hu Yongrui Chen Guilin Qi AI4MH ELM 49 95 0 14 Mar 2023
Controllable Text Generation for Open-Domain Creativity and Fairness Nanyun Peng 21 6 0 24 Sep 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark A. Kalyan ELM ReLM LRM 211 1,105 0 20 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,915 0 04 Mar 2022
Aspect Sentiment Quad Prediction as Paraphrase Generation Wenxuan Zhang Yang Deng Xin Li Yifei Yuan Lidong Bing W. Lam 216 183 0 02 Oct 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 225 305 0 27 Apr 2021
Focused Attention Improves Document-Grounded Generation Shrimai Prabhumoye Kazuma Hashimoto Yingbo Zhou A. Black Ruslan Salakhutdinov 167 41 0 26 Apr 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 259 374 0 28 Feb 2021
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 290 1,814 0 14 Dec 2020
Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints Zhenyi Wang Xiaoyang Wang Bang An Dong Yu Changyou Chen LMTD 168 84 0 03 May 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 231 4,469 0 23 Jan 2020
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 211 616 0 03 Sep 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 258 1,431 0 22 Aug 2019
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 215 1,208 0 12 Jun 2017
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 239 31,257 0 16 Jan 2013