ACL

Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts

Tian Yu, Shaolei Zhang, Yang Feng

Comments Accepted to ACL 2024 Findings. Code is available at: https://github.com/ictnlp/TACS

You Have Thirteen Hours in Which to Solve the Labyrinth: Enhancing AI Game Masters with Function Calling

Jaewoo Song, Andrew Zhu, Chris Callison-Burch

Comments Wordplay Workshop @ ACL 2024

Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation

Nihal V. Nayak, Yiyang Nan, Avi Trost, Stephen H. Bach

Comments ACL Findings 2024

MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs

Zimu Lu, Aojun Zhou, Houxing Ren, Ke Wang, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li

Comments ACL 2024 camera ready

HuCurl: Human-induced Curriculum Discovery

Mohamed Elgaar, Hadi Amiri

Comments In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL)

Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages

Elena Sofia Ruzzetti, Federico Ranaldi, Felicia Logozzo, Michele Mastromattei, Leonardo Ranaldi, Fabio Massimo Zanzotto

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2023, Association for Computational Linguistics, 2023, pages 14447 - 14461

DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation

Taeho Hwang, Soyeong Jeong, Sukmin Cho, SeungYoon Han, Jong C. Park

Comments 20 pages

Journal ref KnowledgeNLP@ACL 2024

Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models

Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Tongshuang Wu, Jianshu Chen

Comments 17 pages, 10 figures

Journal ref Findings of the Association for Computational Linguistics ACL 2024

Enhancing Idiomatic Representation in Multiple Languages via an Adaptive Contrastive Triplet Loss

Wei He, Marco Idiart, Carolina Scarton, Aline Villavicencio

Journal ref Findings of the Association for Computational Linguistics. ACL 2024. 12473-12485 (2024)

Language-Guided World Models: A Model-Based Approach to AI Control

Alex Zhang, Khanh Nguyen, Jens Tuyls, Albert Lin, Karthik Narasimhan

Comments SpLU-RoboNLP workshop at ACL 2024

Resonance RoPE: Improving Context Length Generalization of Large Language Models

Suyuchen Wang, Ivan Kobyzev, Peng Lu, Mehdi Rezagholizadeh, Bang Liu

Comments 13 pages, 4 figures, accepted at ACL 2024 Findings

Journal ref https://aclanthology.org/2024.findings-acl.32

What Formal Languages Can Transformers Express? A Survey

Lena Strobl, William Merrill, Gail Weiss, David Chiang, Dana Angluin

Comments One minor correction in §5.1

Journal ref Transactions of the Association for Computational Linguistics, 12:543-561, 2024

COFFEE: A Contrastive Oracle-Free Framework for Event Extraction

Meiru Zhang, Yixuan Su, Zaiqiao Meng, Zihao Fu, Nigel Collier

Comments Accepted to MATCHING Workshop at ACL 2023

Narratives at Conflict: Computational Analysis of News Framing in Multilingual Disinformation Campaigns

Antonina Sinelnik, Dirk Hovy

Comments Published in ACL SRW 2024 Proceedings, see https://aclanthology.org/2024.acl-srw.21/ Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (2024)

Sarcasm Detection in Tweets with BERT and GloVe Embeddings

Akshay Khatri, Pranav P, Anand Kumar M

Comments 5 pages Submitted to ACL 2020 conference

An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs

Daking Rai, Ziyu Yao

Comments 9 pages, 1 figure, to be published in ACL 2024

MM-Soc: Benchmarking Multimodal Large Language Models in Social Media Platforms

Yiqiao Jin, Minje Choi, Gaurav Verma, Jindong Wang, Srijan Kumar

Comments In Proceedings of ACL 2024

OceanGPT: A Large Language Model for Ocean Science Tasks

Zhen Bi, Ningyu Zhang, Yida Xue, Yixin Ou, Daxiong Ji, Guozhou Zheng, Huajun Chen

Comments ACL2024. Project Website: http://oceangpt.zjukg.cn/

A Formal Perspective on Byte-Pair Encoding

Vilém Zouhar, Clara Meister, Juan Luis Gastaldi, Li Du, Tim Vieira, Mrinmaya Sachan, Ryan Cotterell

Comments ACL 2023

FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction

Alessandro Scirè, Karim Ghonim, Roberto Navigli

Comments ACL 2024 camera ready. Code and data at https://github.com/Babelscape/FENICE

Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models

Chen Qian, Jie Zhang, Wei Yao, Dongrui Liu, Zhenfei Yin, Yu Qiao, Yong Liu, Jing Shao

Comments Accepted at ACL 2024

Training Language Models to Generate Text with Citations via Fine-grained Rewards

Chengyu Huang, Zeqiu Wu, Yushi Hu, Wenya Wang

Comments Accepted by ACL 2024

Evaluating Large Language Models for Health-related Queries with Presuppositions

Navreet Kaur, Monojit Choudhury, Danish Pruthi

Comments Findings of ACL 2024

Causal-Guided Active Learning for Debiasing Large Language Models

Li Du, Zhouhao Sun, Xiao Ding, Yixuan Ma, Yang Zhao, Kaitao Qiu, Ting Liu, Bing Qin

Comments Accepted as ACL 2024 main conference & Rewared as Outstanding Paper

Does CLIP Bind Concepts? Probing Compositionality in Large Image Models

Martha Lewis, Nihal V. Nayak, Peilin Yu, Qinan Yu, Jack Merullo, Stephen H. Bach, Ellie Pavlick

Comments Lewis and Nayak contributed equally

Journal ref In Findings of the Association for Computational Linguistics, EACL 2024, pages 1487 - 1500, Malta. Association for Computational Linguistics

TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation

Yujie Feng, Xu Chu, Yongxin Xu, Guangyuan Shi, Bo Liu, Xiao-Ming Wu

Comments Accepted to ACL 2024 Main Conference. arXiv admin note: text overlap with arXiv:2408.05200

PsychoGAT: A Novel Psychological Measurement Paradigm through Interactive Fiction Games with LLM Agents

Qisen Yang, Zekun Wang, Honghui Chen, Shenzhi Wang, Yifan Pu, Xin Gao, Wenhao Huang, Shiji Song, Gao Huang

Comments ACL 2024

Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning

Yang Zhao, Li Du, Xiao Ding, Kai Xiong, Zhouhao Sun, Jun Shi, Ting Liu, Bing Qin

Comments Accepted by ACL 2024 Findings

RAVEL: Evaluating Interpretability Methods on Disentangling Language Model Representations

Jing Huang, Zhengxuan Wu, Christopher Potts, Mor Geva, Atticus Geiger

Comments Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024)

OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification

Yifan Peng, Yui Sudo, Muhammad Shakeel, Shinji Watanabe

Comments Accepted at ACL 2024 main conference