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Bridging the Data Gap in Financial Sentiment: LLM-Driven Augmentation
Rohit Kumar, Chandan Nolbaria
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
Overcoming Self-Imposed Limits: Five Words to Break an LLM's Context Compression Barrier
Lin-Wei Chao, Kuang-Da Wang, Wen-Chih Peng
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
Direct Confidence Alignment: Aligning Verbalized Confidence with Internal Confidence In Large Language Models
Glenn Zhang, Treasure Mayowa, Jason Fan, Yicheng Fu, Aaron Sandoval, Sean O'Brien, Kevin Zhu
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
Testing English News Articles for Lexical Homogenization Due to Widespread Use of Large Language Models
Sarah Fitterer, Dominik Gangl, Jannes Ulbrich
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
LIP-NER: Literal Patterns Benefit LLM-Based NER
Ruiqi Li, Li Chen
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
Sign Language Video Segmentation Using Temporal Boundary Identification
Kavu Maithri Rao, Yasser HAMIDULLAH, Eleftherios Avramidis
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
GenDLN: Evolutionary Algorithm-Based Stacked LLM Framework for Joint Prompt Optimization
Pia Chouayfati, Niklas Herbster, Ábel Domonkos Sáfrán, Matthias Grabmair
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
RusConText Benchmark: A Russian Language Evaluation Benchmark for Understanding Context
Andrey Chirkin, Svetlana Kuznetsova, Maria Volina, Anna Dengina
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
Do LLMs Understand Wine Descriptors Across Cultures? A Benchmark for Cultural Adaptions of Wine Reviews
Chenye Zou, Xingyue Wen, Qian Janice Wang, Daniel Hershcovich
- Published: 22 Jun 2025, Last Modified: 22 Jun 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
Time-LlaMA: Adapting Large Language Models for Time Series Modeling via Dynamic Low-rank Adaptation
Juyuan Zhang, Jiechao Gao, Wenwen Ouyang, Wei Zhu, Hui Yi Leong
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
QA Analysis in Medical and Legal Domains: A Survey of Data Augmentation in Low-Resource Settings
Benedictus Kent Rachmat, Thomas Gerald, Zheng Zhang SLB, Cyril Grouin
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
Can LLMs Contribute to Social Inclusion? A Zero-Shot Analysis of Homelessness Bias Detection on Reddit
Jonathan A. Karr Jr., Ben Herbst, Matthew Hauenstein, Georgina Curto, Nitesh V Chawla
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
A Framework for Fine-Grained Complexity Control in Health Answer Generation
Daniel Jorge Bernardo Ferreira, Tiago Almeida, Sérgio Matos
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
Exploiting contextual information to improve stance detection in informal political discourse with LLMs
Arman Engin Sucu, Yixiang Zhou, Mario A. Nascimento, Tony Mullen
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
Unstructured Minds, Predictable Machines: A Comparative Study of Narrative Cohesion in Human and LLM Stream-of-Consciousness Writing
Nellia Dzhubaeva, Katharina Trinley, Laura Pissani
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
GerMedIQ: A Resource for Simulated and Synthesized Anamnesis Interview Responses in German
Justin Hofenbitzer, Sebastian Schöning, Belle Sebastian, Jacqueline Lammert, Luise Modersohn, Martin Boeker, Diego Frassinelli
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
DRUM: Learning Demonstration Retriever for Large MUlti-modal Models
Ellen Yi-Ge, Jiechao Gao, Wei Han, Wei Zhu
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
Grammatical Error Correction via Sequence Tagging for Russian
Regina Nasyrova, Alexey Sorokin
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
Controlling Language Confusion in Multilingual LLMs
Nahyun Lee, Yeongseo Woo, Hyunwoo Ko, Guijin Son
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
Semantic Convergence: Investigating Shared Representations Across Scaled LLMs
Daniel Son, Sanjana Rathore, Andrew Rufail, Adrian Simon, Daniel Zhang, Soham Dave, Cole Blondin, Sean O'Brien, Kevin Zhu
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
Proposal: From One-Fit-All to Perspective Aware Modeling
Leixin Zhang
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
Causal Language Control in Multilingual Transformers via Sparse Feature Steering
Cheng-Ting Chou, George Liu, Jessica Sun, Cole Blondin, Kevin Zhu, Vasu Sharma, Sean O'Brien
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
Improving Explainability of Sentence-level Metrics via Edit-level Attribution for Grammatical Error Correction
Takumi Goto, Justin Vasselli, Taro Watanabe
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning
Seungjun Yi, Joakim Nguyen, Huimin Xu, Terence Lim, Andrew Well, Mia Markey, Ying Ding
- Published: 22 Jun 2025, Last Modified: 17 Jul 2025
- ACL-SRW 2025 Poster
- Readers: Everyone
NovelHopQA: Diagnosing Multi-Hop Reasoning Failures in Long Narrative Contexts
Abhay Gupta, Michael Lu, Kevin Zhu, Sean O'Brien, Vasu Sharma
- Published: 22 Jun 2025, Last Modified: 22 Jun 2025
- ACL-SRW 2025 Oral
- Readers: Everyone

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