ACL 2024

2,718 papers

UKYNLP@SMM4H2024: Language Model Methods for Health Entity Tagging and Classification on Social Media (Tasks 4 & 5)

Motasem Obeidat, Vinu Ekanayake, Md Sultan Al Nahian, Ramakanth Kavuluru

BrainStorm @ iREL at #SMM4H 2024: Leveraging Translation and Topical Embeddings for Annotation Detection in Tweets

Manav Chaudhary, Harshit Gupta, Vasudeva Varma

ADE Oracle at #SMM4H 2024: A Two-Stage NLP System for Extracting and Normalizing Adverse Drug Events from Tweets

Andrew Davis, Billy Dickson, Sandra Kübler

CogAI@SMM4H 2024: Leveraging BERT-based Ensemble Models for Classifying Tweets on Developmental Disorders

Liza Dahiya, Rachit Bagga

AAST-NLP@#SMM4H’24: Finetuning Language Models for Exact Age Classification and Effect of Outdoor Spaces on Social Anxiety

Ahmed El-Sayed, Omar Nasr, Noha Tawfik

SMM4H’24 Task6 : Extracting Self-Reported Age with LLM and BERTweet: Fine-Grained Approaches for Social Media Text

Jaskaran Singh, Jatin Bedi, Maninder Kaur

IITRoorkee@SMM4H 2024 Cross-Platform Age Detection in Twitter and Reddit Using Transformer-Based Model

Thadavarthi Sankar, Dudekula Suraj, Mallamgari Reddy, Durga Toshniwal, Amit Agarwal

interrupt-driven@SMM4H’24: Relevance-weighted Sentiment Analysis of Reddit Posts

Jessica Elliott, Roland Elliott

Experimenting with Transformer-based and Large Language Models for Classifying Effects of Outdoor Spaces on Social Anxiety in Social Media Data

Falwah Alhamed, Julia Ive, Lucia Specia

1024m at SMM4H 2024: Tasks 3, 5 & 6 - Self Reported Health Text Classification through Ensembles

Ram Kadiyala, M.v.p. Rao

IMS_medicALY at #SMM4H 2024: Detecting Impacts of Outdoor Spaces on Social Anxiety with Data Augmented Ensembling

Amelie Wuehrl, Lynn Greschner, Yarik Menchaca Resendiz, Roman Klinger

Deloitte at #SMM4H 2024: Can GPT-4 Detect COVID-19 Tweets Annotated by Itself?

Harika Abburi, Nirmala Pudota, Balaji Veeramani, Edward Bowen, Sanmitra Bhattacharya

PolyuCBS at SMM4H 2024: LLM-based Medical Disorder and Adverse Drug Event Detection with Low-rank Adaptation

Zhai Yu, Xiaoyi Bao, Emmanuele Chersoni, Beatrice Portelli, Sophia Lee

Enhancing Social Media Health Prediction Certainty by Integrating Large Language Models with Transformer Classifiers

Sedigh Khademi, Christopher Palmer, Muhammad Javed, Jim Buttery, Gerardo Dimaguila

Transformers at #SMM4H 2024: Identification of Tweets Reporting Children’s Medical Disorders And Effects of Outdoor Spaces on Social Anxiety Symptoms on Reddit Using RoBERTa

Kriti Singhal, Jatin Bedi

PCIC at SMM4H 2024: Enhancing Reddit Post Classification on Social Anxiety Using Transformer Models and Advanced Loss Functions

Leon Hecht, Victor Pozos, Helena Gomez Adorno, Gibran Fuentes-Pineda, Gerardo Sierra

HBUT at #SMM4H 2024 Task2: Cross-lingual Few-shot Medical Entity Extraction using a Large Language Model

Yuanzhi Ke, Zhangju Yin, Xinyun Wu, Caiquan Xiong

SMM4H 2024: 5 Fold Cross Validation for Classification of tweets reporting children’s disorders

Lipika Dey, B Naik, Oppangi Poojita, Kovidh Pothireddi

HBUT at #SMM4H 2024 Task1: Extraction and Normalization of Adverse Drug Events with a Large Language Model

Yuanzhi Ke, Hanbo Jin, Xinyun Wu, Caiquan Xiong

UTRad-NLP at #SMM4H 2024: Why LLM-Generated Texts Fail to Improve Text Classification Models

Yosuke Yamagishi, Yuta Nakamura

LT4SG@SMM4H’24: Tweets Classification for Digital Epidemiology of Childhood Health Outcomes Using Pre-Trained Language Models

Dasun Athukoralage, Thushari Atapattu, Menasha Thilakaratne, Katrina Falkner

SRCB at #SMM4H 2024: Making Full Use of LLM-based Data Augmentation in Adverse Drug Event Extraction and Normalization

Hongyu Li, Yuming Zhang, Yongwei Zhang, Shanshan Jiang, Bin Dong

Golden_Duck at #SMM4H 2024: A Transformer-based Approach to Social Media Text Classification

Md Ayon Mia, Mahshar Yahan, Hasan Murad, Muhammad Khan

RIGA at SMM4H-2024 Task 1: Enhancing ADE discovery with GPT-4

Eduards Mukans, Guntis Barzdins

Dolomites@#SMM4H 2024: Helping LLMs “Know The Drill” in Low-Resource Settings - A Study on Social Media Posts

Giuliano Tortoreto, Seyed Mahed Mousavi

DILAB at #SMM4H 2024: Analyzing Social Anxiety Effects through Context-Aware Transfer Learning on Reddit Data

Sheikh Rahman, Azmine Toushik Wasi

DILAB at #SMM4H 2024: RoBERTa Ensemble for Identifying Children’s Medical Disorders in English Tweets

Azmine Toushik Wasi, Sheikh Rahman

CTYUN-AI@SMM4H-2024: Knowledge Extension Makes Expert Models

Yuming Fan, Dongming Yang, Lina Cao

ThangDLU at #SMM4H 2024: Encoder-decoder models for classifying text data on social disorders in children and adolescents

Thang Ta, Abu Rahman, Lotfollah Najjar, Alexander Gelbukh

Intelligent Tutor to Support Teaching and Learning of Tatar

Alsu Zakirova, Jue Hou, Anisia Katinskaia, Anh-Duc Vu, Roman Yangarber

Do LLMs Speak Kazakh? A Pilot Evaluation of Seven Models

Akylbek Maxutov, Ayan Myrzakhmet, Pavel Braslavski

Turkish Delights: A Dataset on Turkish Euphemisms

Hasan Biyik, Patrick Lee, Anna Feldman

Towards a Clean Text Corpus for Ottoman Turkish

Fatih Karagöz, Berat Doğan, Şaziye Betül Özateş

Do LLMs Recognize me, When I is not me: Assessment of LLMs Understanding of Turkish Indexical Pronouns in Indexical Shift Contexts

Metehan Oğuz, Yusuf Ciftci, Yavuz Faruk Bakman

A coreference corpus of Turkish situated dialogs

Faruk Büyüktekin, Umut Özge

ImplicaTR: A Granular Dataset for Natural Language Inference and Pragmatic Reasoning in Turkish

Mustafa Halat, Ümit Atlamaz

Open foundation models for Azerbaijani language

Jafar Isbarov, Kavsar Huseynova, Elvin Mammadov, Mammad Hajili, Duygu Ataman

Unsupervised Learning of Turkish Morphology with Multiple Codebook VQ-VAE

Müge Kural, Deniz Yuret

HITSZ-HLT at SIGHAN-2024 dimABSA Task: Integrating BERT and LLM for Chinese Dimensional Aspect-Based Sentiment Analysis

Hongling Xu, Delong Zhang, Yice Zhang, Ruifeng Xu

Overview of the SIGHAN 2024 shared task for Chinese dimensional aspect-based sentiment analysis

Lung-Hao Lee, Liang-Chih Yu, Suge Wang, Jian Liao

PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Fusion in Question Answering

Yiming Du, Hongru Wang, Zhengyi Zhao, Bin Liang, Baojun wang

CausalBench: A Comprehensive Benchmark for Evaluating Causal Reasoning Capabilities of Large Language Models

Zeyu Wang

Fine-tuning after Prompting: an Explainable Way for Classification

Zezhong Wang, Luyao Ye, Hongru Wang, Boyang Xue, Yiming Du

DS-Group at SIGHAN-2024 dimABSA Task: Constructing In-context Learning Structure for Dimensional Aspect-Based Sentiment Analysis

Ling-ang Meng, Tianyu Zhao, Dawei Song

JN-NLP at SIGHAN-2024 dimABSA Task: Extraction of Sentiment Intensity Quadruples Based on Paraphrase Generation

Yunfan Jiang, Tianci Liu, Hengyang Lu

ZZU-NLP at SIGHAN-2024 dimABSA Task: Aspect-Based Sentiment Analysis with Coarse-to-Fine In-context Learning

Senbin Zhu, Hanjie Zhao, Xingren Wang, Shanhong Liu, Yuxiang Jia

CCIIPLab at SIGHAN-2024 dimABSA Task: Contrastive Learning-Enhanced Span-based Framework for Chinese Dimensional Aspect-Based Sentiment Analysis

Zeliang Tong, Wei Wei

YNU-HPCC at SIGHAN-2024 dimABSA Task: Using PLMs with a Joint Learning Strategy for Dimensional Intensity Prediction

Zehui Wang, You Zhang, Jin Wang, Dan Xu, Xuejie Zhang

TMAK-Plus at SIGHAN-2024 dimABSA Task: Multi-Agent Collaboration for Transparent and Rational Sentiment Analysis

Xin Kang, Zhifei Zhang, Jiazheng Zhou, Yunong Wu, Xuefeng Shi

Auto-ACE: An Automatic Answer Correctness Evaluation Method for Conversational Question Answering

Zhixin Bai, Bingbing Wang, Bin Liang, Ruifeng Xu

Cantonese Natural Language Processing in the Transformers Era

Rong Xiang, Ming Liao, Jing Li

Who Responded to Whom: The Joint Effects of Latent Topics and Discourse in Conversation Structure

Lu Ji, Lei Chen, Jing Li, zhongyu wei, Qi Zhang

Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm

Hexuan Deng, Xin Zhang, Meishan Zhang, Xuebo Liu, Min Zhang

Incremental pre-training from smaller language models

Han Zhang, Hui Wang, Ruifeng Xu

Adversarial Learning for Multi-Lingual Entity Linking

Bingbing Wang, Bin Liang, Zhixin Bai, Yongzhuo Ma

Few-shot Question Generation for Reading Comprehension

Yin Poon, John Sie Yuen Lee, Yu Yan Lam, Wing Lam Suen, Elsie Li Chen Ong

TeleChat: An Open-source Billingual Large Language Model

Zihan Wang, XinZhang Liu, Shixuan Liu, Yitong Yao, Yunyao Huang

Automatic Quote Attribution in Chinese Literary Works

Xingxing Yang, Yu Wang

OSX at Context24: How Well Can GPT Tackle Contexualizing Scientific Figures and Tables

Tosho Hirasawa

CSIRO at Context24: Contextualising Scientific Figures and Tables in Scientific Literature

Necva Bölücü, Vincent Nguyen, Roelien C. Timmer, Huichen Yang, Maciej Rybinski

Harnessing CLIP for Evidence Identification in Scientific Literature: A Multimodal Approach to Context24 Shared Task

Anukriti Kumar, Lucy Wang

Integrating Table Representations into Large Language Models for Improved Scholarly Document Comprehension

Buse Sibel Korkmaz, Antonio Del Rio Chanona

CoSAEmb: Contrastive Section-aware Aspect Embeddings for Scientific Articles

Shruti Singh, Mayank Singh

Researcher Representations Based on Aggregating Embeddings of Publication Titles: A Case Study in a Japanese Academic Database

Hiroyoshi Nagao, Marie Katsurai

Zero-shot Scientific Claim Verification Using LLMs and Citation Text

Carlos Alvarez, Maxwell Bennett, Lucy Wang

An Analysis of Tasks and Datasets in Peer Reviewing

Moritz Staudinger, Wojciech Kusa, Florina Piroi, Allan Hanbury

Simulating Expert Discussions with Multi-agent for Enhanced Scientific Problem Solving

Ziyue Li, Yuan Chang, Xiaoqiu Le

Guiding Large Language Models via External Attention Prompting for Scientific Extreme Summarization

Yuan Chang, Ziyue Li, Xiaoqiu Le

Multi-head Span-based Detector for AI-generated Fragments in Scientific Papers

German Gritsai, Ildar Khabutdinov, Andrey Grabovoy

Papilusion at DAGPap24: Paper or Illusion? Detecting AI-generated Scientific Papers

Nikita Andreev, Alexander Shirnin, Vladislav Mikhailov, Ekaterina Artemova

Synthetic Context with LLM for Entity Linking from Scientific Tables

Yuji Oshima, Hiroyuki Shindo, Hiroki Teranishi, Hiroki Ouchi, Taro Watanabe

Artificial Intuition: Efficient Classification of Scientific Abstracts

Harsh Sakhrani, Naseela Pervez, Anirudh Ravikumar, Fred Morstatter, Alexandra Graddy-Reed

AutoRef: Generating Refinements of Reviews Given Guidelines

Soham Chitnis, Manasi Patwardhan, Ashwin Srinivasan, Tanmay Tulsidas Verlekar, Lovekesh Vig

First Steps in Building a Knowledge Base of Mathematical Results

Shrey Mishra, Yacine Brihmouche, Théo Delemazure, Antoine Gauquier, Pierre Senellart

MISTI: Metadata-Informed Scientific Text and Image Representation through Contrastive Learning

Pawin Taechoyotin, Daniel Acuna

Metadata Enhancement Using Large Language Models

Hyunju Song, Steven Bethard, Andrea Thomer

AffilGood: Building reliable institution name disambiguation tools to improve scientific literature analysis

Nicolau Duran-Silva, Pablo Accuosto, Piotr Przybyła, Horacio Saggion

Utilizing an Ensemble Model with Anomalous Label Smoothing to Detect Generated Scientific Papers

Yuan Zhao, Junruo Gao, Junlin Wang, Gang Luo, Liang Tang

An end-to-end entity recognition and disambiguation framework for identifying Author Affiliation from literature publications

Lianghong Lin, Wenxiu Xie, Zili Chen, Tianyong Hao

CiteAssist: A System for Automated Preprint Citation and BibTeX Generation

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

Cited Text Spans for Scientific Citation Text Generation

Xiangci Li, Yi-Hui Lee, Jessica Ouyang

Evaluating the Effectiveness of Retrieval-Augmented Large Language Models in Scientific Document Reasoning

Sai Munikoti, Anurag Acharya, Sridevi Wagle, Sameera Horawalavithana

Beyond Retrieval: Topic-based Alignment of Scientific Papers to Research Proposal

Rudra Nath Palit, Manasi Patwardhan, Lovekesh Vig, Gautam Shroff

Understanding Survey Paper Taxonomy about Large Language Models via Graph Representation Learning

Jun Zhuang, Casey Kennington

Toward Structured Related Work Generation with Novelty Statements

Kazuya Nishimura, Kuniaki Saito, Tosho Hirasawa, Yoshitaka Ushiku

Controllable Citation Sentence Generation with Language Models

Nianlong Gu, Richard Hahnloser

Overview of the Context24 Shared Task on Contextualizing Scientific Claims

Chu Sern Joel Chan, Aakanksha Naik, Matthew Akamatsu, Hanna Bekele, Erin Bransom

Overview of the DagPap24 Shared Task on Detecting Automatically Generated Scientific Paper

Savvas Chamezopoulos, Drahomira Herrmannova, Anita De Waard, Domenic Rosati, Yury Kashnitsky

Overview of the Fourth Workshop on Scholarly Document Processing

Tirthankar Ghosal, Amanpreet Singh, Anita De Waard, Philipp Mayr, Aakanksha Naik

Whitening Not Recommended for Classification Tasks in LLMs

Ali Forooghi, Shaghayegh Sadeghi, Jianguo Lu

Mitigating Semantic Leakage in Cross-lingual Embeddings via Orthogonality Constraint

Dayeon Ki, Cheonbok Park, Hyunjoong Kim

Multi-label Learning with Random Circular Vectors

Ken Nishida, Kojiro Machi, Kazuma Onishi, Katsuhiko Hayashi, Hidetaka Kamigaito

Learned Transformer Position Embeddings Have a Low-Dimensional Structure

Ulme Wennberg, Gustav Henter

Learning New Tasks from a Few Examples with Soft-Label Prototypes

Avyav Singh, Ekaterina Shutova, Helen Yannakoudakis

Tracking linguistic information in transformer-based sentence embeddings through targeted sparsification

Vivi Nastase, Paola Merlo

QAVSA: Question Answering using Vector Symbolic Algebras

Ryan Laube, Chris Eliasmith

Text-Guided Alternative Image Clustering

Andreas Stephan, Lukas Miklautz, Collin Leiber, Pedro Henrique Luz de Araujo, Dominik Répás

Learn it or Leave it: Module Composition and Pruning for Continual Learning

Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schuetze

Beyond Link Prediction: On Pre-Training Knowledge Graph Embeddings

Daniel Ruffinelli, Rainer Gemulla

Word Boundary Information Isn’t Useful for Encoder Language Models

Edward Gow-Smith, Dylan Phelps, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio