ACL

Systematic Task Exploration with LLMs: A Study in Citation Text Generation

Furkan Şahinuç, Ilia Kuznetsov, Yufang Hou, Iryna Gurevych

Comments Accepted to ACL 2024 (Main)

NLP-KG: A System for Exploratory Search of Scientific Literature in Natural Language Processing

Tim Schopf, Florian Matthes

Comments Accepted to ACL 2024 System Demonstrations

From Representational Harms to Quality-of-Service Harms: A Case Study on Llama 2 Safety Safeguards

Khaoula Chehbouni, Megha Roshan, Emmanuel Ma, Futian Andrew Wei, Afaf Taik, Jackie CK Cheung, Golnoosh Farnadi

Comments 9 pages, 4 figures. Accepted to Findings of the Association for Computational Linguistics: ACL 2024

"My Answer is C": First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models

Xinpeng Wang, Bolei Ma, Chengzhi Hu, Leon Weber-Genzel, Paul Röttger, Frauke Kreuter, Dirk Hovy, Barbara Plank

Comments ACL 2024 Findings

What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection

Shangbin Feng, Herun Wan, Ningnan Wang, Zhaoxuan Tan, Minnan Luo, Yulia Tsvetkov

Comments ACL 2024

Large Language Models can Share Images, Too!

Young-Jun Lee, Dokyong Lee, Joo Won Sung, Jonghwan Hyeon, Ho-Jin Choi

Comments ACL 2024 Findings; Code is available in https://github.com/passing2961/DribeR

Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers

Jiawen Xie, Pengyu Cheng, Xiao Liang, Yong Dai, Nan Du

Comments ACL 2024

DEPLAIN: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document Simplification

Regina Stodden, Omar Momen, Laura Kallmeyer

Comments Accepted to ACL 2023

On the Benchmarking of LLMs for Open-Domain Dialogue Evaluation

John Mendonça, Alon Lavie, Isabel Trancoso

Comments Accepted to the 6th NLP for Conversational AI workshop at ACL

Finetuning End-to-End Models for Estonian Conversational Spoken Language Translation

Tiia Sildam, Andra Velve, Tanel Alumäe

Comments Accepted to LoResMT 2024 (ACL workshop)

Human-Centered Design Recommendations for LLM-as-a-Judge

Qian Pan, Zahra Ashktorab, Michael Desmond, Martin Santillan Cooper, James Johnson, Rahul Nair, Elizabeth Daly, Werner Geyer

Comments 14 pages, 6 figures, Accepted for publication in ACL 2024 Workshop HuCLLM

Collaborative Quest Completion with LLM-driven Non-Player Characters in Minecraft

Sudha Rao, Weijia Xu, Michael Xu, Jorge Leandro, Ken Lobb, Gabriel DesGarennes, Chris Brockett, Bill Dolan

Comments Accepted at Wordplay workshop at ACL 2024

Journal ref ACL 2024

XferBench: a Data-Driven Benchmark for Emergent Language

Brendon Boldt, David Mortensen

Comments 15 pages, 5 figures

Journal ref Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 1475-1489

CQIL: Inference Latency Optimization with Concurrent Computation of Quasi-Independent Layers

Longwei Zou, Qingyang Wang, Han Zhao, Jiangang Kong, Yi Yang, Yangdong Deng

Comments ACL 2024

Attribute First, then Generate: Locally-attributable Grounded Text Generation

Aviv Slobodkin, Eran Hirsch, Arie Cattan, Tal Schuster, Ido Dagan

Comments ACL 2024

Simul-LLM: A Framework for Exploring High-Quality Simultaneous Translation with Large Language Models

Victor Agostinelli, Max Wild, Matthew Raffel, Kazi Ahmed Asif Fuad, Lizhong Chen

Comments ACL 2024

When Good and Reproducible Results are a Giant with Feet of Clay: The Importance of Software Quality in NLP

Sara Papi, Marco Gaido, Andrea Pilzer, Matteo Negri

Comments Accepted at ACL 2024 main conference

CiteAssist: A System for Automated Preprint Citation and BibTeX Generation

Lars Benedikt Kaesberg, Terry Ruas, Jan Philip Wahle, Bela Gipp

Comments Published at SDProc @ ACL 2024

Strategies for Arabic Readability Modeling

Juan Piñeros Liberato, Bashar Alhafni, Muhamed Al Khalil, Nizar Habash

Comments Accepted to ArabicNLP 2024, ACL

Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation

Zhibin Lan, Liqiang Niu, Fandong Meng, Jie Zhou, Min Zhang, Jinsong Su

Comments Accepted to ACL 2024 Findings

Efficient Training of Language Models with Compact and Consistent Next Token Distributions

Ashutosh Sathe, Sunita Sarawagi

Comments ACL 2024

OpenVNA: A Framework for Analyzing the Behavior of Multimodal Language Understanding System under Noisy Scenarios

Ziqi Yuan, Baozheng Zhang, Hua Xu, Zhiyun Liang, Kai Gao

Comments 10 pages, 4 figures, to be published in ACL 2024 System Demonstration Track

e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models

Jinghui Liu, Aaron Nicolson, Jason Dowling, Bevan Koopman, Anthony Nguyen

Comments BioNLP @ ACL 2024

Protecting Privacy in Classifiers by Token Manipulation

Re'em Harel, Yair Elboher, Yuval Pinter

Comments PrivateNLP@ACL 2024

Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization

Cheng-Yu Hsieh, Yung-Sung Chuang, Chun-Liang Li, Zifeng Wang, Long T. Le, Abhishek Kumar, James Glass, Alexander Ratner, Chen-Yu Lee, Ranjay Krishna, Tomas Pfister

Comments ACL Findings 2024

MedExQA: Medical Question Answering Benchmark with Multiple Explanations

Yunsoo Kim, Jinge Wu, Yusuf Abdulle, Honghan Wu

Comments Accepted to ACL2024 BioNLP Workshop

Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments

Sitao Cheng, Ziyuan Zhuang, Yong Xu, Fangkai Yang, Chaoyun Zhang, Xiaoting Qin, Xiang Huang, Ling Chen, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan, Qi Zhang

Comments Accepted by ACL 2024 Findings. 21 pages, 7 figures, 17 tables

When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards

Norah Alzahrani, Hisham Abdullah Alyahya, Yazeed Alnumay, Sultan Alrashed, Shaykhah Alsubaie, Yusef Almushaykeh, Faisal Mirza, Nouf Alotaibi, Nora Altwairesh, Areeb Alowisheq, M Saiful Bari, Haidar Khan

Comments updated with ACL 2024 camera ready version

Temperature-scaling surprisal estimates improve fit to human reading times -- but does it do so for the "right reasons"?

Tong Liu, Iza Škrjanec, Vera Demberg

Comments ACL 2024

Prompt Engineering a Prompt Engineer

Qinyuan Ye, Maxamed Axmed, Reid Pryzant, Fereshte Khani

Comments Accepted to ACL 2024 Findings. Camera-ready version