Papers
QuaLLM: An LLM-based Framework to Extract Quantitative Insights from Online Forums
Varun Nagaraj Rao, Eesha Agarwal, Samantha Dalal et al.
Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs
Itai Mondshine, Tzuf Paz-Argaman, Reut Tsarfaty
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmented Generation
Yiruo Cheng, Kelong Mao, Ziliang Zhao et al.
Obliviate: Neutralizing Task-agnostic Backdoors within the Parameter-efficient Fine-tuning Paradigm
Jaehan Kim, Minkyoo Song, Seung Ho Na et al.
Can Large Language Models Generate High-quality Patent Claims?
Lekang Jiang, Caiqi Zhang, Pascal A. Scherz et al.
Self-Training Large Language Models for Tool-Use Without Demonstrations
Ne Luo, Aryo Pradipta Gema, Xuanli He et al.
In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation
Armel Randy Zebaze, Benoît Sagot, Rachel Bawden
SusGen-GPT: A Data-Centric LLM for Financial NLP and Sustainability Report Generation
Qilong Wu, Xiaoneng Xiang, Huang Hejia et al.
ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities
Jiarui Lu, Thomas Holleis, Yizhe Zhang et al.
Claim-Guided Textual Backdoor Attack for Practical Applications
Minkyoo Song, Hanna Kim, Jaehan Kim et al.
LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role Classification
Shubham Kumar Nigam, Tanmay Dubey, Govind Sharma et al.
Prototype Tuning: A Meta-Learning Approach for Few-Shot Document-Level Relation Extraction with Large Language Models
Dinghao Pan, Yuanyuan Sun, Bo Xu et al.
MultiCAT: Multimodal Communication Annotations for Teams
Adarsh Pyarelal, John M Culnan, Ayesha Qamar et al.
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering
Yang Bai, Christan Grant, Daisy Zhe Wang
A Large-Scale Benchmark for Vietnamese Sentence Paraphrases
Sang Quang Nguyen, Kiet Van Nguyen
DisComp: A Two-Stage Prompt Optimization Framework Combining Task-Agnostic and Task-Aware Compression
Quancai Liu, Haihui Fan, Jinchao Zhang et al.
CoPERLex: Content Planning with Event-based Representations for Legal Case Summarization
Santosh T.y.s.s, Youssef Farag, Matthias Grabmair
Understanding the Role of Mental Models in User Interaction with an Adaptive Dialog Agent
Lindsey Morgan Vanderlyn, Dirk Väth, Thang Vu
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation
Sirui Xia, Xintao Wang, Jiaqing Liang et al.
Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering
Wei Zhou, Mohsen Mesgar, Annemarie Friedrich et al.
FaithfulPersona: Balancing Faithfulness and Personalization in Code Explanations through Self-Critique
Zhuang Luo, Yichuan Li, Zexing Xu et al.
Pairwise Prompt-Based Tuning with Parameter Efficient Fast Adaptation for Generalized Zero-Shot Intent Detection
Xiaotong Zhang, Qianru Zhou, Han Liu et al.
LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models
Kaichen Zhang, Bo Li, Peiyuan Zhang et al.
How Do Large Language Models Perform in Dynamical System Modeling
Xiao Luo, Binqi Chen, Haixin Wang et al.
Linguistically Grounded Analysis of Language Models using Shapley Head Values
Marcell Fekete, Johannes Bjerva