EMNLP

Harnessing the Plug-and-Play Controller by Prompting

Hao Wang, Lei Sha

Comments The Third Version of the Generation, Evaluation & Metrics (GEM) Workshop in EMNLP 2023

ICU: Conquering Language Barriers in Vision-and-Language Modeling by Dividing the Tasks into Image Captioning and Language Understanding

Guojun Wu

Comments EMNLP 2023 (Findings)

Robust Prompt Optimization for Large Language Models Against Distribution Shifts

Moxin Li, Wenjie Wang, Fuli Feng, Yixin Cao, Jizhi Zhang, Tat-Seng Chua

Comments EMNLP 2023 Main

Prompt as Triggers for Backdoor Attack: Examining the Vulnerability in Language Models

Shuai Zhao, Jinming Wen, Luu Anh Tuan, Junbo Zhao, Jie Fu

Comments Accepted to appear at the main conference of EMNLP 2023

Journal ref Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing

Hidding the Ghostwriters: An Adversarial Evaluation of AI-Generated Student Essay Detection

Xinlin Peng, Ying Zhou, Ben He, Le Sun, Yingfei Sun

Comments Accepted by EMNLP 2023 Main conference, Oral Presentation

Large Language Models are biased to overestimate profoundness

Eugenio Herrera-Berg, Tomás Vergara Browne, Pablo León-Villagrá, Marc-Lluís Vives, Cristian Buc Calderon

Comments 5 pages, 3 figures

Journal ref https://aclanthology.org/2023.emnlp-main.599

Synthetic Dialogue Dataset Generation using LLM Agents

Yelaman Abdullin, Diego Molla-Aliod, Bahadorreza Ofoghi, John Yearwood, Qingyang Li

Comments GEM Workshop @ EMNLP 2023

Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction

Cam-Van Thi Nguyen, Anh-Tuan Mai, The-Son Le, Hai-Dang Kieu, Duc-Trong Le

Comments EMNLP 2023

Journal ref The 2023 Conference on Empirical Methods in Natural Language Processing

To Burst or Not to Burst: Generating and Quantifying Improbable Text

Kuleen Sasse, Samuel Barham, Efsun Sarioglu Kayi, Edward W. Staley

Comments Originally published at the Generation, Evaluation & Metrics (GEM) Workshop at EMNLP 2023. We are awaiting the release of the proceedings which we will reference here

BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations

Qizhi Pei, Wei Zhang, Jinhua Zhu, Kehan Wu, Kaiyuan Gao, Lijun Wu, Yingce Xia, Rui Yan

Comments Accepted by Empirical Methods in Natural Language Processing 2023 (EMNLP 2023)

SCENE: Self-Labeled Counterfactuals for Extrapolating to Negative Examples

Deqing Fu, Ameya Godbole, Robin Jia

Comments EMNLP 2023

Beyond Arabic: Software for Perso-Arabic Script Manipulation

Alexander Gutkin, Cibu Johny, Raiomond Doctor, Brian Roark, Richard Sproat

Comments Preprint to appear in the Proceedings of the 7th Arabic Natural Language Processing Workshop (WANLP 2022) at EMNLP, Abu Dhabi, United Arab Emirates, December 7-11, 2022. 7 pages

On the Relation between Sensitivity and Accuracy in In-context Learning

Yanda Chen, Chen Zhao, Zhou Yu, Kathleen McKeown, He He

Comments EMNLP 2023 camera-ready

ArabIcros: AI-Powered Arabic Crossword Puzzle Generation for Educational Applications

Kamyar Zeinalipour, Mohamed Zaky Saad, Marco Maggini, Marco Gori

Comments Accepted Paper for ArabicNLP 2023 - The First Arabic Natural Language Processing Conference - Co-located with EMNLP 2023 in Singapore

Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation

Hailin Chen, Amrita Saha, Steven Hoi, Shafiq Joty

Comments Accepted to EMNLP 2023; Codes at: https://github.com/SalesforceAIResearch/PersDistill

Oolong: Investigating What Makes Transfer Learning Hard with Controlled Studies

Zhengxuan Wu, Alex Tamkin, Isabel Papadimitriou

Comments EMNLP 2023

Outlier Dimensions Encode Task-Specific Knowledge

William Rudman, Catherine Chen, Carsten Eickhoff

Comments Camera-ready version for EMNLP 2023

Annotation Sensitivity: Training Data Collection Methods Affect Model Performance

Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter

Comments EMNLP 2023 Findings: https://aclanthology.org/2023.findings-emnlp.992/

Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification Using Graph Neural Networks?

Margarita Bugueño, Gerard de Melo

Comments Accepted to Findings of the Association for Computational Linguistics: EMNLP 2023 (Long Paper). 17 pages, 2 figures, 15 tables. The Appendix starts on page 12

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2023, pages 8943-8960

VivesDebate-Speech: A Corpus of Spoken Argumentation to Leverage Audio Features for Argument Mining

Ramon Ruiz-Dolz, Javier Iranzo-Sánchez

Comments 5 pages; EMNLP 2023 Accepted Version

Automatic Debate Evaluation with Argumentation Semantics and Natural Language Argument Graph Networks

Ramon Ruiz-Dolz, Stella Heras, Ana García-Fornes

Comments EMNLP 2023 Accepted Version

The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal Models

Xinyi Chen, Raquel Fernández, Sandro Pezzelle

Comments This is the camera-ready version of the paper that will be published in the Proceedings of EMNLP 2023 (Singapore, 6-10 December 2023)

MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter

Zhiyuan Liu, Sihang Li, Yanchen Luo, Hao Fei, Yixin Cao, Kenji Kawaguchi, Xiang Wang, Tat-Seng Chua

Comments EMNLP main conference. 9 pages

Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning

Saibo Geng, Martin Josifoski, Maxime Peyrard, Robert West

Comments Accepted at EMNLP 2023 Main Conference

Cross-lingual neural fuzzy matching for exploiting target-language monolingual corpora in computer-aided translation

Miquel Esplà-Gomis, Víctor M. Sánchez-Cartagena, Juan Antonio Pérez-Ortiz, Felipe Sánchez-Martínez

Journal ref In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (pp. 7532-7543)

Measuring Faithful and Plausible Visual Grounding in VQA

Daniel Reich, Felix Putze, Tanja Schultz

Journal ref EMNLP 2023 Findings

Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations

Zhihui Xie, Handong Zhao, Tong Yu, Shuai Li

Comments 17 pages, 7 figures, EMNLP 2022 (main conference)

Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer?

Xiaoxi Kang, Lizhen Qu, Lay-Ki Soon, Adnan Trakic, Terry Yue Zhuo, Patrick Charles Emerton, Genevieve Grant

Comments EMNLP 2023 Findings

Journal ref 2023.findings-emnlp.929

HPE:Answering Complex Questions over Text by Hybrid Question Parsing and Execution

Ye Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Yingbo Zhou

Comments EMNLP 2023 Findings

LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal Domain

Joel Niklaus, Veton Matoshi, Pooja Rani, Andrea Galassi, Matthias Stürmer, Ilias Chalkidis

Comments Published at EMNLP Findings 2023

Journal ref EMNLP Findings 2023