ACL 2024

2,718 papers

Historical Ink: Semantic Shift Detection for 19th Century Spanish

Tony Montes, Laura Manrique-Gómez, Rubén Manrique

Christopher Brückner, Leixin Zhang, Pavel Pecina

Exploring Diachronic and Diatopic Changes in Dialect Continua: Tasks, Datasets and Challenges

Melis Çelikkol, Lydia Körber, Wei Zhao

Invited paper: Computer-Assisted Language Comparison with EDICTOR 3

Johann-Mattis List, Kellen van Dam

Lang2Mol-Diff: A Diffusion-Based Generative Model for Language-to-Molecule Translation Leveraging SELFIES Representation

Nguyen Doan Hieu Nguyen, Nhat Truong Pham, Duong Thanh Tran, Balachandran Manavalan

Repurformer: Transformers for Repurposing-Aware Molecule Generation

Changhun Lee, Gyumin Lee

DNA Language Model and Interpretable Graph Neural Network Identify Genes and Pathways Involved in Rare Diseases

Ali Saadat, Jacques Fellay

Mol2Lang-VLM: Vision- and Text-Guided Generative Pre-trained Language Models for Advancing Molecule Captioning through Multimodal Fusion

Duong Thanh Tran, Nhat Truong Pham, Nguyen Doan Hieu Nguyen, Balachandran Manavalan

Knowlab’s Submission to L+M Shared Task: All you need is continued pretraining of chemistry texts even for molecule captioning

Yunsoo Kim, Honghan Wu

NLPeople at L+M-24 Shared Task: An Ensembled Approach for Molecule Captioning from SMILES

Shinnosuke Tanaka, Carol Mak, Flaviu Cipcigan, James Barry, Mohab Elkaref

Knowledge Graph Extraction from Total Synthesis Documents

Andres M Bran, Zlatko Jončev, Philippe Schwaller

SciMind: A Multimodal Mixture-of-Experts Model for Advancing Pharmaceutical Sciences

Zhaoping Xiong, Xintao Fang, Haotian CHU, Xiaozhe Wan, Liwei Liu

ChatMol Copilot: An Agent for Molecular Modeling and Computation Powered by LLMs

Jinyuan Sun, Auston Li, Yifan Deng, Jiabo Li

Enhanced BioT5+ for Molecule-Text Translation: A Three-Stage Approach with Data Distillation, Diverse Training, and Voting Ensemble

Qizhi Pei, Lijun Wu, Kaiyuan Gao, Jinhua Zhu, Rui Yan

Design Proteins Using Large Language Models: Enhancements and Comparative Analyses

Kamyar Zeinalipour, Neda Jamshidi, Monica Bianchini, Marco Maggini, Marco Gori

Evaluating Extrapolation Ability of Large Language Model in Chemical Domain

Taehun Cha, Donghun Lee

ALMol: Aligned Language-Molecule Translation LLMs through Offline Preference Contrastive Optimisation

Dimitris Gkoumas

Could Chemical Language Models benefit from Message Passing

Jiaqing Xie, Ziheng Chi

L+M-24: Building a Dataset for Language+Molecules @ ACL 2024

Carl Edwards, Qingyun Wang, Lawrence Zhao, Heng Ji

Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models

Ioana Buhnila, Aman Sinha, Mathieu Constant

Retrieval-augmented generation in multilingual settings

Nadezhda Chirkova, David Rau, Hervé Déjean, Thibault Formal, Stéphane Clinchant

Measuring the Inconsistency of Large Language Models in Preferential Ranking

Xiutian Zhao, Ke Wang, Wei Peng

Safe-Embed: Unveiling the Safety-Critical Knowledge of Sentence Encoders

Jinseok Kim, Jaewon Jung, Sangyeop Kim, Sohhyung Park, Sungzoon Cho

Patent Response System Optimised for Faithfulness: Procedural Knowledge Embodiment with Knowledge Graph and Retrieval Augmented Generation

Jung-Mei Chu, Hao-Cheng Lo, Jieh Hsiang, Chun-Chieh Cho

PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming

Chufan Gao, Xulin Fan, Jimeng Sun, Xuan Wang

Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models

Chenyang Lyu, Minghao Wu, Alham Aji

Knowledge Acquisition through Continued Pretraining is Difficult: A Case Study on r/AskHistorians

Jan Hoffbauer, Sylwester Sawicki, Marc Ulrich, Tolga Buz, Konstantin Dobler

AcKnowledge: Acquired Knowledge Representation by Small Language Model Without Pre-training

Sourav Das, Sanjay Chatterji, Imon Mukherjee

Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs

Ye Liu, Rui Meng, Meghana Moorthy Bhat, Shafiq Joty, Caiming Xiong

ClinicalRAG: Enhancing Clinical Decision Support through Heterogeneous Knowledge Retrieval

Yuxing Lu, Xukai Zhao, Jinzhuo Wang

Retrieval-Augmented Knowledge Integration into Language Models: A Survey

Yuxuan Chen, Daniel Röder, Justus-Jonas Erker, Leonhard Hennig, Philippe Thomas

Beyond Text: Unveiling Multimodal Proficiency of Large Language Models with MultiAPI Benchmark

Xiao Liu, Jianfeng Lin, Jiawei Zhang

Reassess Summary Factual Inconsistency Detection with Large Language Model

Jiuding Yang, Hui LIU, Weidong Guo, Zhuwei Rao, Yu Xu

Is Your Large Language Model Knowledgeable or a Choices-Only Cheater?

Nishant Balepur, Rachel Rudinger

PhonologyBench: Evaluating Phonological Skills of Large Language Models

Ashima Suvarna, Harshita Khandelwal, Nanyun Peng

Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning

SeongIl Park, Seungwoo Choi, Nahyun Kim, Jay-Yoon Lee

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

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

Aggregating Impressions on Celebrities and their Reasons from Microblog Posts and Web Search Pages

Hibiki Yokoyama, Rikuto Tsuchida, Kosei Buma, Sho Miyakawa, Takehito Utsuro

Learning to Trust Your Feelings: Leveraging Self-awareness in LLMs for Hallucination Mitigation

Yuxin Liang, Zhuoyang Song, Hao Wang, Jiaxing Zhang

Collecting High-quality Multi-modal Conversational Search Data for E-Commerce

Marcus Collins, Oleg Rokhlenko, Eugene Agichtein, Shervin Malmasi

KaPQA: Knowledge-Augmented Product Question-Answering

Swetha Eppalapally, Daksh Dangi, Chaithra Bhat, Ankita Gupta, Ruiyi Zhang

GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction

Andrei C. Coman, Christos Theodoropoulos, Marie-Francine Moens, James Henderson

Improving LLM-based KGQA for multi-hop Question Answering with implicit reasoning in few-shot examples

Mili Shah, Joyce Cahoon, Mirco Milletari, Jing Tian, Fotis Psallidas

Fine-tuning Language Models for Triple Extraction with Data Augmentation

Yujia Zhang, Tyler Sadler, Mohammad Reza Taesiri, Wenjie Xu, Marek Reformat

Zero-Shot Fact-Checking with Semantic Triples and Knowledge Graphs

Moy Yuan, Andreas Vlachos

STAGE: Simplified Text-Attributed Graph Embeddings using Pre-trained LLMs

Aaron Zolnai-Lucas, Jack Boylan, Chris Hokamp, Parsa Ghaffari

Educational Material to Knowledge Graph Conversion: A Methodology to Enhance Digital Education

Miquel Canal-Esteve, Yoan Gutiérrez

Ontology-guided Knowledge Graph Construction from Maintenance Short Texts

Zeno van Cauter, Nikolay Yakovets

Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via Adapters

Daniil Gurgurov, Mareike Hartmann, Simon Ostermann

HRGraph: Leveraging LLMs for HR Data Knowledge Graphs with Information Propagation-based Job Recommendation

Azmine Toushik Wasi

KGAST: From Knowledge Graphs to Annotated Synthetic Texts

Nakanyseth Vuth, Gilles Sérasset, Didier Schwab

Application of Generative AI as an Enterprise Wikibase Knowledge Graph Q&A System

Renê Mendes, Dimas Oliveira, Victor Garcia

Analysis of LLM’s “Spurious” Correct Answers Using Evidence Information of Multi-hop QA Datasets

Ai Ishii, Naoya Inoue, Hisami Suzuki, Satoshi Sekine

Zero- and Few-Shots Knowledge Graph Triplet Extraction with Large Language Models

Andrea Papaluca, Daniel Krefl, Sergio Rodríguez Méndez, Artem Lensky, Hanna Suominen

Multi-hop Database Reasoning with Virtual Knowledge Graph

Juhee Son, Yeon Seonwoo, Seunghyun Yoon, James Thorne, Alice Oh

IWSLT 2024 Indic Track system description paper: Speech-to-Text Translation from English to multiple Low-Resource Indian Languages

Deepanjali Singh, Ayush Anand, Abhyuday Chaturvedi, Niyati Baliyan

Fixed and Adaptive Simultaneous Machine Translation Strategies Using Adapters

Abderrahmane Issam, Yusuf Can Semerci, Jan Scholtes, Gerasimos Spanakis

Charles Locock, Lowcock or Lockhart? Offline Speech Translation: Test Suite for Named Entities

Maximilian Awiszus, Jan Niehues, Marco Turchi, Sebastian Stüker, Alex Waibel

HW-TSC’s submission to the IWSLT 2024 Subtitling track

Yuhao Xie, Yuanchang Luo, Zongyao Li, Zhanglin Wu, Xiaoyu Chen

UoM-DFKI submission to the low resource shared task

Kumar Rishu, Aiden Williams, Claudia Borg, Simon Ostermann

HW-TSC’s Simultaneous Speech Translation System for IWSLT 2024

Shaojun Li, Zhiqiang Rao, Bin Wei, Yuanchang Luo, Zhanglin Wu

Leveraging Synthetic Audio Data for End-to-End Low-Resource Speech Translation

Yasmin Moslem

Word Order in English-Japanese Simultaneous Interpretation: Analyses and Evaluation using Chunk-wise Monotonic Translation

Kosuke Doi, Yuka Ko, Mana Makinae, Katsuhito Sudoh, Satoshi Nakamura

Recent Highlights in Multilingual and Multimodal Speech Translation

Danni Liu, Jan Niehues

Empowering Low-Resource Language Translation: Methodologies for Bhojpuri-Hindi and Marathi-Hindi ASR and MT

Harpreet Singh Anand, Amulya Ratna Dash, Yashvardhan Sharma

The KIT Speech Translation Systems for IWSLT 2024 Dialectal and Low-resource Track

Zhaolin Li, Enes Yavuz Ugan, Danni Liu, Carlos Mullov, Tu Anh Dinh

Enhancing Translation Accuracy of Large Language Models through Continual Pre-Training on Parallel Data

Minato Kondo, Takehito Utsuro, Masaaki Nagata

ALADAN at IWSLT24 Low-resource Arabic Dialectal Speech Translation Task

Waad Ben Kheder, Josef Jon, André Beyer, Abdel Messaoudi, Rabea Affan

Blending LLMs into Cascaded Speech Translation: KIT’s Offline Speech Translation System for IWSLT 2024

Sai Koneru, Thai Binh Nguyen, Ngoc-Quan Pham, Danni Liu, Zhaolin Li

NAIST Simultaneous Speech Translation System for IWSLT 2024

Yuka Ko, Ryo Fukuda, Yuta Nishikawa, Yasumasa Kano, Tomoya Yanagita

CMU’s IWSLT 2024 Offline Speech Translation System: A Cascaded Approach For Long-Form Robustness

Brian Yan, Patrick Fernandes, Jinchuan Tian, Siqi Ouyang, William Chen

HW-TSC’s Submissions To the IWSLT2024 Low-resource Speech Translation Tasks

Zheng Jiawei, Hengchao Shang, Zongyao Li, Zhanglin Wu, Daimeng Wei

CMU’s IWSLT 2024 Simultaneous Speech Translation System

Xi Xu, Siqi Ouyang, Brian Yan, Patrick Fernandes, William Chen

JHU IWSLT 2024 Dialectal and Low-resource System Description

Nathaniel Romney Robinson, Kaiser Sun, Cihan Xiao, Niyati Bafna, Weiting Tan

Speech Data from Radio Broadcasts for Low Resource Languages

Bismarck Bamfo Odoom, Paola Leibny Garcia, Prangthip Hansanti, Loic Barrault, Christophe Ropers

QUESPA Submission for the IWSLT 2024 Dialectal and Low-resource Speech Translation Task

John E. Ortega, Rodolfo Joel Zevallos, Ibrahim Said Ahmad, William Chen

Compact Speech Translation Models via Discrete Speech Units Pretraining

Tsz Kin Lam, Alexandra Birch, Barry Haddow

UOM-Constrained IWSLT 2024 Shared Task Submission - Maltese Speech Translation

Kurt Abela, Md Abdur Razzaq Riyadh, Melanie Galea, Alana Busuttil, Roman Kovalev

UM IWSLT 2024 Low-Resource Speech Translation: Combining Maltese and North Levantine Arabic

Sara Nabhani, Aiden Williams, Miftahul Jannat, Kate Rebecca Belcher, Melanie Galea

Automatic Subtitling and Subtitle Compression: FBK at the IWSLT 2024 Subtitling track

Marco Gaido, Sara Papi, Mauro Cettolo, Roldano Cattoni, Andrea Piergentili

The SETU-DCU Submissions to IWSLT 2024 Low-Resource Speech-to-Text Translation Tasks

Maria Zafar, Antonio Castaldo, Prashanth Nayak, Rejwanul Haque, Neha Gajakos

SimulSeamless: FBK at IWSLT 2024 Simultaneous Speech Translation

Sara Papi, Marco Gaido, Matteo Negri, Luisa Bentivogli

FBK@IWSLT Test Suites Task: Gender Bias evaluation with MuST-SHE

Beatrice Savoldi, Marco Gaido, Matteo Negri, Luisa Bentivogli

Multi-Model System for Effective Subtitling Compression

Carol-Luca Gasan, Vasile Pais

HW-TSC’s Speech to Text Translation System for IWSLT 2024 in Indic track

Bin Wei, Zongyao Li, Jiaxin Guo, Daimeng Wei, Zhanglin Wu

Improving the Quality of IWLST 2024 Cascade Offline Speech Translation and Speech-to-Speech Translation via Translation Hypothesis Ensembling with NMT models and Large Language Models

Zhanglin Wu, Jiaxin Guo, Daimeng Wei, Zhiqiang Rao, Zongyao Li

The NYA’s Offline Speech Translation System for IWSLT 2024

Yingxin Zhang, Guodong Ma, Binbin Du

Conditioning LLMs with Emotion in Neural Machine Translation

Charles Brazier, Jean-Luc Rouas

Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems

Frank Palma Gomez, Ramon Sanabria, Yun-Hsuan Sung, Daniel Cer, Siddharth Dalmia

NICT’s Cascaded and End-To-End Speech Translation Systems using Whisper and IndicTrans2 for the Indic Task

Raj Dabre, Haiyue Song

Pause-Aware Automatic Dubbing using LLM and Voice Cloning

Yuang Li, Jiaxin Guo, Min Zhang, Ma Miaomiao, Zhiqiang Rao

FINDINGS OF THE IWSLT 2024 EVALUATION CAMPAIGN

Ibrahim Said Ahmad, Antonios Anastasopoulos, Ondřej Bojar, Claudia Borg, Marine Carpuat

Aligning to Adults Is Easy, Aligning to Children Is Hard: A Study of Linguistic Alignment in Dialogue Systems

Dorothea French, Sidney D’Mello, Katharina von der Wense

Evaluating Large Language Models on Social Signal Sensitivity: An Appraisal Theory Approach

Zhen Wu, Ritam Dutt, Carolyn Rose

Vision-Language Models under Cultural and Inclusive Considerations

Antonia Karamolegkou, Phillip Rust, Ruixiang Cui, Yong Cao, Anders Søgaard

To What Extent Are Large Language Models Capable of Generating Substantial Reflections for Motivational Interviewing Counseling Chatbots? A Human Evaluation

Erkan Basar, Iris Hendrickx, Emiel Krahmer, Gert-Jan Bruijn, Tibor Bosse

Parameter-Efficient Detoxification with Contrastive Decoding

Tong Niu, Caiming Xiong, Yingbo Zhou, Semih Yavuz

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

Qian Pan, Zahra Ashktorab, Michael Desmond, Martín Santillán Cooper, James Johnson

Human Speech Perception in Noise: Can Large Language Models Paraphrase to Improve It?

Anupama Chingacham, Miaoran Zhang, Vera Demberg, Dietrich Klakow

Overview of the Shared Task on Machine Translation Gender Bias Evaluation with Multilingual Holistic Bias

Marta R. Costa-jussà, Pierre Andrews, Christine Basta, Juan Ciro, Agnieszka Faleńska