Evaluating RDF-to-text Generation Models for English and Russian on Out Of Domain Data Anna Nikiforovskaya and Claire Gardent
Resilience through Scene Context in Visual Referring Expression Generation Simeon Junker and Sina Zarrieß
The Gricean Maxims in NLP - A Survey Lea Krause and Piek T.J.M. Vossen
Automatic Metrics in Natural Language Generation: A survey of Current Evaluation Practices Patricia Schmidtova, Saad Mahamood, Simone Balloccu, Ondrej Dusek, Albert Gatt, Dimitra Gkatzia, David M. Howcroft, Ondrej Platek and Adarsa Sivaprasad
Differences in Semantic Errors Made by Different Types of Data-to-text Systems Rudali Huidrom, Michela Lorandi and Anya Belz
Automatically Generating IsiZulu Words From Indo-Arabic Numerals Zola Mahlaza, Tadiwa Magwenzi, C. Maria Keet and Langa Khumalo
CADGE: Context-Aware Dialogue Generation Enhanced with Graph-Structured Knowledge Aggregation Chen Tang, Hongbo Zhang, Tyler Loakman, Bohao Yang, Stefan Goetze and Chenghua Lin
Towards Fine-Grained Citation Evaluation in Generated Text: A Comparative Analysis of Faithfulness Metrics Weijia Zhang, Mohammad Aliannejadi, Yifei Yuan, Jiahuan Pei, JIA-HONG HUANG and Evangelos Kanoulas
Zooming in on Zero-Shot Intent-Guided and Grounded Document Generation using LLMs Pritika Ramu, Pranshu Gaur, Rishita Emandi, Himanshu Maheshwari, Danish Javed and Aparna Garimella
Noisy Pairing and Partial Supervision for Opinion Summarization Hayate Iso, Xiaolan Wang and Yoshi Suhara
Communicating Uncertainty in Explanations of the Outcomes of Machine Learning Models Ingrid Zukerman and Sameen Maruf
AMERICANO: Argument Generation with Discourse-driven Decomposition and Agent Interaction Zhe Hu, Hou Pong Chan and Yu Yin
Generating Simple, Conservative and Unifying Explanations for Logistic Regression Models Sameen Maruf, Ingrid Zukerman, Xuelin Situ, Cecile Paris and Gholamreza Haffari
Is Machine Psychology here? On Requirements for Using Human Psychological Tests on Large Language Models Lea Löhn, Niklas Kiehne, Alexander Ljapunov and Wolf-Tilo Balke
Enhancing Editorial Tasks: A Case Study on Rewriting Customer Help Page Contents Using Large Language Models Aleksandra Gabryszak, Daniel Röder, Arne Binder, Luca Sion and Leonhard Hennig
Referring Expression Generation in Visually Grounded Dialogue with Discourse-aware Comprehension Guiding Bram Willemsen and Gabriel Skantze
Multilingual Text Style Transfer: Datasets & Models for Indian Languages Sourabrata Mukherjee, Atul Kr. Ojha, Akanksha Bansal, Deepak Alok, John P. McCrae and Ondrej Dusek
AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation Hayate Iso
Context-aware Visual Storytelling with Visual Prefix Tuning and Contrastive Learning Yingjin Song, Denis Paperno and Albert Gatt
CEval: A Benchmark for Evaluating Counterfactual Text Generation Van Bach Nguyen, Christin Seifert and Jörg Schlötterer
Extractive Summarization via Fine-grained Semantic Tuple Extraction Yubin Ge, Sullam Jeoung and Jana Diesner
Should We Fine-Tune or RAG? Evaluating Different Techniques to Adapt LLMs for Dialogue Simone Alghisi, Massimo Rizzoli, Gabriel Roccabruna, Seyed Mahed Mousavi and Giuseppe Riccardi
The Unreasonable Ineffectiveness of Nucleus Sampling on Mitigating Text Memorization Luka Borec, Philipp Sadler and David Schlangen
Towards Effective Long Conversation Generation with Dynamic Topic Tracking and Recommendation Trevor Ashby, Adithya Kulkarni, Jingyuan Qi, Minqian Liu, Eunah Cho, Vaibhav Kumar and Lifu Huang
Explainability Meets Text Summarization: A Survey Mahdi Dhaini, Ege Erdogan, Smarth Bakshi and Gjergji Kasneci
Generating Faithful and Salient Text from Multimodal Data Tahsina Hashem, Weiqing Wang, Derry Tanti Wijaya, Mohammed Eunus Ali and Yuan-Fang Li
Generating from AMRs into High and Low-Resource Languages using Phylogenetic Knowledge and Hierarchical QLoRA Training (HQL) William Eduardo Soto Martinez, Yannick Parmentier and Claire Gardent
Quantifying Memorization and Detecting Training Data of Pre-trained Language Models using Japanese Newspaper Shotaro Ishihara and Hiromu Takahashi
COSTA: A Computational Framework for Sign-to-Sign Translation & Alignment Enhanced with LLMs Mert Inan, Yang Zhong, Vidya Ganesh and Malihe Alikhani
Text2Traj2Text: Learning-by-Synthesis Framework for Contextual Captioning of Human Movement Trajectories Hikaru Asano, Ryo Yonetani, Taiki Sekii and Hiroki Ouchi
n-gram F-score for Evaluating Grammatical Error Correction Shota Koyama, Ryo Nagata, Hiroya Takamura and Naoaki Okazaki
Generating Attractive Ad Text by Facilitating the Reuse of Landing Page Expressions Hidetaka Kamigaito, Soichiro Murakami, Peinan Zhang, Hiroya Takamura and Manabu Okumura
Investigating Paraphrase Generation as a Data Augmentation Strategy for Low-Resource AMR-to-Text Generation Marco Antonio Sobrevilla Cabezudo, Marcio Lima Inacio and Thiago Alexandre Salgueiro Pardo
Automating True-False Multiple-Choice Question Generation and Evaluation with Retrieval-based Accuracy Differential Chen-Jui Yu, Wen Hung Lee, LIN TSE KE, Shih-Wei Guo and Yao-Chung Fan
A Comprehensive Analysis of Memorization in Large Language Models Hirokazu Kiyomaru, Issa Sugiura, Daisuke Kawahara and Sadao Kurohashi
Short Papers
Audio-visual training for improved grounding in video-text LLMs Shivprasad Rajendra Sagare, Hemachandran S, Kinshuk Sarabhai, Prashant Ullegaddi and Rajeshkumar SA
Forecasting Implicit Emotions Elicited in Conversations Yurie Koga, Shunsuke Kando and Yusuke Miyao
German Voter Personas Can Radicalize LLM Chatbots via the Echo Chamber Effect Maximilian Bleick, Nils Feldhus, Aljoscha Burchardt and Sebastian Möller
Enhancing Presentation Slide Generation by LLMs with a Multi-Staged End-to-End Approach Sambaran Bandyopadhyay, Himanshu Maheshwari, Anandhavelu Natarajan and Apoorv Saxena
(Mostly) Automatic Experiment Execution for Human Evaluations of NLP Systems Craig Thomson and Anya Belz
Customizing Large Language Model Generation Style using Parameter-Efficient Finetuning Xinyue Liu, Harshita Diddee and Daphne Ippolito
Are Large Language Models Actually Good at Text Style Transfer? Sourabrata Mukherjee, Atul Kr. Ojha and Ondrej Dusek
LLM Neologism: Emergence of Mutated Characters due to Byte Encoding Ran Iwamoto and Hiroshi Kanayama
Entity-aware Multi-task Training Helps Rare Word Machine Translation Matiss Rikters and Makoto Miwa
Exploring the impact of data representation on neural data-to-text generation David M. Howcroft, Lewis N. Watson, Olesia Nedopas and Dimitra Gkatzia
Personalized Cloze Test Generation with Large Language Models: Streamlining MCQ Development and Enhancing Adaptive Learning Chih-Hsuan Shen, Yi-Li Kuo and Yao-Chung Fan
Pipeline Neural Data-to-text with Large Language Models. Chinonso Cynthia Osuji, Brian Timoney, Thiago Castro Ferreira and Brian Davis
ANONYMOUS SDK: A High-Level and Standardized Toolkit for AI Assets Shreyas Sharma, Lucas Pavanelli, Thiago Castro Ferreira, Mohamed Al-Badrashiny and Hassan Sawaf
Leveraging Large Language Models for Building Interpretable Rule-Based Data-to-Text Systems Jędrzej Warczyński, Mateusz Lango and Ondrej Dusek
Transfer-Learning based on Extract, Paraphrase and Compress Models for Neural Abstractive Multi-Document Summarization Yllias Chali and Elozino Egonmwan
Generating Hotel Highlights from Unstructured Text using LLMs Srinivas Ramesh Kamath, Fahime Same and Saad Mahamood
Reduction-Synthesis: Plug-and-Play for Sentiment Style Transfer Sheng Xu, Fumiyo Fukumoto and Yoshimi Suzuki
Leveraging Plug-and-Play Models for Rhetorical Structure Control in Text Generation Yuka Yokogawa, Tatsuya Ishigaki, Yusuke Miyao, Hiroya Takamura and Ichiro Kobayashi
Zero-shot cross-lingual transfer in instruction tuning of large language models Nadezhda Chirkova and Vassilina Nikoulina
Demo Papers
MTSwitch: A System for Translation between Molecules and Texts Nijia Han, Zimu Wang, Yuqi Wang, Haiyang Zhang, Daiyun Huang and Wei Wang
factgenie: A Framework for Span-based Evaluation of Generated Texts by Humans and LLMs Zdeněk Kasner, Ondrej Platek, Patricia Schmidtova, Simone Balloccu and Ondrej Dusek
VideoRAG: Scaling the context size and relevance for video question-answering Shivprasad Rajendra Sagare, Prashant Ullegaddi, Nachiketh K S, Navanith R, Kinshuk Sarabhai and Rajesh Kumar S A
Filling Gaps in Wikipedia: Leveraging Data-to-Text Generation to Improve Encyclopedic Coverage of Underrepresented Groups Simon Mille, Massimiliano Pronesti, Craig Thomson, Michela Lorandi, Sophie Fitzpatrick, Rudali Huidrom, Mohammed Sabry, Amy O'Riordan and Anya Belz
Be My Mate: Simulating Virtual Students for collaboration using Large Language Models Sergi Solera-Monforte, Pablo Arnau-González and Miguel Arevalillo-Herráez
QCET: An Interactive Taxonomy of Quality Criteria for Comparable and Repeatable Evaluation of NLP Systems Anya Belz, Simon Mille, Craig Thomson and Rudali Huidrom