- Interactive Machine Teaching by Labeling Rules and Instances
Giannis Karamanolakis
Daniel Hsu
Luis Gravano
- Prompt Contrastive Transformation: An Enhanced Strategy for Efficient Prompt Transfer in Natural Language Processing
Shu Zhao
Shiji Yang
Shicheng Tan
Zhen Yang
Congyao Mei
Zhen Duan
Yanping Zhang
Jie Chen
- How much Semantic Information is Available in Large Language Model Tokens
David Haslett
Zhenguang G. Cai
- Are Triggers Needed for Document-Level Event Extraction?
Shaden Shaar
Wayne Chen
Maitreyi Chatterjee
Barry Wang
Wenting Zhao
Claire Cardie
- Adversarial Defence without Adversarial Defence: Enhancing Language Model Robustness via Instance-level Principal Component Removal
Yang Wang
Chenghao Xiao
Yizhi Li
Stuart E. Middleton
Noura Al Moubayed
Chenghua Lin
- Efficient Tuning of Large Language Models for Knowledge-Grounded Dialogue Generation
Bo Zhang
Hui Ma
Dailin Li
Jian Ding
Jian Wang
Bo Xu
HongFei Lin
- End-to-End Long Document Summarization using Gradient Caching
Rohit Saxena
Hao Tang
Frank Keller
- Better Slow than Sorry: Introducing Positive Friction for Reliable Dialogue Systems
Mert Inan
Anthony Sicilia
Suvodip Dey
Vardhan Dongre
Tejas Srinivasan
Jesse Thomason
Gökhan Tür
Dilek Hakkani-Tür
Malihe Alikhani
- Adding Chocolate to MINT: Mitigating Metric Interference in Machine Translation
José Pombal
Nuno M. Guerreiro
Ricardo Rei
André Martins
- IssueBench: Millions of Realistic Prompts for Measuring Issue Bias in LLM Writing Assistance
Paul Rottger
Musashi Hinck
Valentin Hofmann
Kobi Hackenburg
Valentina Pyatkin
Faeze Brahman
Dirk Hovy
- A Czech-centric Multitask and Multimetric Benchmark for Large Language Models with Duel Scoring Mechanism
Martin Fajcik
Martin Dočekal
Jan Doležal
Karel Ondřej
Karel Beneš
Michal Hradiš
Pavel Smrž
Alexander Polok
Jan Kapsa
Zuzana Neverilova
Aleš Horák
Radoslav Sabol
Michal Štefánik
Adam Jirkovský
David Adamczyk
Petr Hyner
Jan Hůla
Hynek Kydlíček
- Large Language Models Are Human-Like Internally
Tatsuki Kuribayashi
Yohei Oseki
Souhaib Ben Taieb
Kentaro Inui
Timothy Baldwin
- TALE: Token-Adaptive Low-Rank KVCache Approximation with Reconstruction Elimination
Jaeseong Lee
Seung-won Hwang
Aurick Qiao
Daniel Campos
Zhewei Yao
Yuxiong He
- CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation
Ingo Ziegler
Abdullatif Köksal
Desmond Elliott
Hinrich Schütze
- MAKE: Memory-Associated Knowledge Editing
Seongsik Park
Harksoo Kim
Sangmin Park
Jaieun Kim
- Accurate and Efficient Fine-Tuning of Quantized Large Language Models Through Optimal Balance in Adaptation
Ao Shen
Qiang Wang
Xionglve Li
Lizhi Zhang
Zhiquan Lai
Dongsheng Li
Jiaxin Li
- CRVQ: Channel-Relaxed Vector Quantization for Extreme Compression of LLMs
Yuzhuang Xu
Shiyu Ji
Qingfu Zhu
Wanxiang Che
- FoVer: First-Order Logic Verification for Natural Language Reasoning.
Pei, Yu
Yongping Du
Xingnan Jin
- Cooking Up Creativity: A Cognitively-Inspired Approach for Enhancing LLM Creativity through Structured Representations
Moran Mizrahi
Chen Shani
Gabriel Stanovsky
Dan Jurafsky
Dafna Shahaf
- Surveying the Landscape of Image Captioning Evaluation: A Comprehensive Taxonomy, Trends and Metrics Analysis
Uri Berger
Gabriel Stanovsky
Omri Abend
Lea Frermann
- QE4PE: Word-level Quality Estimation for Human Post-Editing
Gabriele Sarti
Vilém Zouhar
Grzegorz Chrupała
Ana Guerberof-Arenas
Malvina Nissim
Arianna Bisazza
- Generating Visual Stories with Grounded and Coreferent Characters
DANYANG LIU
Mirella Lapata
Frank Keller
- The Impact of Automatic Speech Transcription on Speaker Attribution
Cristina Aggazzotti
Matthew Wiesner
Elizabeth Allyn Smith
Nicholas Andrews
- Safe Pruning LoRA: Robust Distance-Guided Pruning for Safety Alignment in Adaptation of LLMs
Shuang Ao
Yi Dong
Jinwei Hu
Sarvapali Ramchurn
- Active Knowledge Structuring for Large Language Models in Materials Science Text Mining
Xin Zhang
Jingling Yuan
Peiliang Zhang
Jia Liu
Lin Li
- BharatBBQ: A Multilingual Bias Benchmark for Question Answering in the Indian Context
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- Overcoming Source Object Grounding for Semantic Image Editing.
Yeonjoon jung
Seungtaek Choi
Seung-won Hwang
- The Frame Representation Hypothesis: Multi-Token LLM Interpretability and Concept-Guided Text Generation
Pedro Henrique Vaz Valois -
Lincon S. Souza -
Erica K. Shimomoto -
Kazuhiro Fukui -
- RepreGuard: Detecting LLM-Generated Text by Revealing Hidden Representation Patterns
Xin Chen
Junchao Wu
Shu Yang
Runzhe Zhan
Zeyu Wu
Ziyang Luo
Di Wang
Min Yang
Lidia S. Chao
Derek F. Wong
- A Unifying Scheme for Extractive Content Selection Tasks
Shmuel Amar
Ori Shapira
Aviv Slobodkin
Ido Dagan
- How to Select Datapoints for Efficient Human Evaluation of NLG Models?
Vilém Zouhar
Peng Cui
Mrinmaya Sachan
- MultiBLiMP 1.0: A Massively Multilingual Benchmark of Linguistic Minimal Pairs
Jaap Jumelet
Leonie Weissweiler
Joakim Nivre
Arianna Bisazza