NAACL-HLT

Publications

2024

Junxiong Wang, Ali Mousavi, Omar Attia, Ronak Pradeep, Saloni Potdar, Alexander M. Rush, Umar Farooq Minhas, Yunyao Li
Entity Disambiguation via Fusion Entity Decoding. NAACL-HLT (2024)
Akshay Singh, Rahul Thakur
Generalizable Multilingual Hate Speech Detection on Low Resource Indian Languages using Fair Selection in Federated Learning. NAACL-HLT (2024)
Milan Gritta, Gerasimos Lampouras, Ignacio Iacobacci
HumanRankEval: Automatic Evaluation of LMs as Conversational Assistants. NAACL-HLT (2024)
Yuan Tian, Nan Xu, Wenji Mao
A Theory Guided Scaffolding Instruction Framework for LLM-Enabled Metaphor Reasoning. NAACL-HLT (2024)
He Zhu, Junran Wu, Ruomei Liu, Yue Hou, Ze Yuan, Shangzhe Li, Yicheng Pan, Ke Xu
HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification. NAACL-HLT (2024)
Thomas Bauwens, Pieter Delobelle
BPE-knockout: Pruning Pre-existing BPE Tokenisers with Backwards-compatible Morphological Semi-supervision. NAACL-HLT (2024)
Josef Valvoda, Ryan Cotterell
Towards Explainability in Legal Outcome Prediction Models. NAACL-HLT (2024)
Yan Zeng, Hanbo Zhang, Jiani Zheng, Jiangnan Xia, Guoqiang Wei, Yang Wei, Yuchen Zhang, Tao Kong, Ruihua Song
What Matters in Training a GPT4-Style Language Model with Multimodal Inputs? NAACL-HLT (2024)
Rolando Coto-Solano, Tai-Wan Kim, Alexander Jones, Sharid Loáiciga
Multilingual Models for ASR in Chibchan Languages. NAACL-HLT (2024)
Yukun Zhao, Lingyong Yan, Weiwei Sun, Guoliang Xing, Chong Meng, Shuaiqiang Wang, Zhicong Cheng, Zhaochun Ren, Dawei Yin
Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection Method. NAACL-HLT (2024)
Tianrong Zhang, Zhaohan Xi, Ting Wang, Prasenjit Mitra, Jinghui Chen
PromptFix: Few-shot Backdoor Removal via Adversarial Prompt Tuning. NAACL-HLT (2024)
Jiarui Liu, Wenkai Li, Zhijing Jin, Mona T. Diab
Automatic Generation of Model and Data Cards: A Step Towards Responsible AI. NAACL-HLT (2024)
Mengxin Zheng, Jiaqi Xue, Xun Chen, Yanshan Wang, Qian Lou, Lei Jiang
TrojFSP: Trojan Insertion in Few-shot Prompt Tuning. NAACL-HLT (2024)
Sai Ashish Somayajula, Youwei Liang, Li Zhang, Abhishek Singh, Pengtao Xie
Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts. NAACL-HLT (2024)
Chia-Hsuan Lee, Hao Cheng, Mari Ostendorf
OrchestraLLM: Efficient Orchestration of Language Models for Dialogue State Tracking. NAACL-HLT (2024)
Zhenpeng Su, Xing Wu, Wei Zhou, Guangyuan Ma, Songlin Hu
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems. NAACL-HLT (2024)
Joseph Cornelius, Oscar Lithgow-Serrano, Sandra Mitrovic, Ljiljana Dolamic, Fabio Rinaldi
BUST: Benchmark for the evaluation of detectors of LLM-Generated Text. NAACL-HLT (2024)
Sanchit Ahuja, Divyanshu Aggarwal, Varun Gumma, Ishaan Watts, Ashutosh Sathe, Millicent Ochieng, Rishav Hada, Prachi Jain, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks. NAACL-HLT (2024)
Sai Koneru, Miriam Exel, Matthias Huck, Jan Niehues
Contextual Refinement of Translations: Large Language Models for Sentence and Document-Level Post-Editing. NAACL-HLT (2024)
Chonghua Wang, Haodong Duan, Songyang Zhang, Dahua Lin, Kai Chen
Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks. NAACL-HLT (2024)
Zezhong Wang, Fangkai Yang, Lu Wang, Pu Zhao, Hongru Wang, Liang Chen, Qingwei Lin, Kam-Fai Wong
SELF-GUARD: Empower the LLM to Safeguard Itself. NAACL-HLT (2024)
Jaehun Jung, Peter West, Liwei Jiang, Faeze Brahman, Ximing Lu, Jillian Fisher, Taylor Sorensen, Yejin Choi
Impossible Distillation for Paraphrasing and Summarization: How to Make High-quality Lemonade out of Small, Low-quality Model. NAACL-HLT (2024)
Fangyu Lei, Qian Liu, Yiming Huang, Shizhu He, Jun Zhao, Kang Liu
S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Model. NAACL-HLT (2024)
Sungjun Lim, Yoonjung Choi, Sangha Kim
Modularized Multilingual NMT with Fine-grained Interlingua. NAACL-HLT (2024)
Kristina Gligoric, Myra Cheng, Lucia Zheng, Esin Durmus, Dan Jurafsky
NLP Systems That Can't Tell Use from Mention Censor Counterspeech, but Teaching the Distinction Helps. NAACL-HLT (2024)
Haochen Liu, Song Wang, Chen Chen, Jundong Li
Few-shot Knowledge Graph Relational Reasoning via Subgraph Adaptation. NAACL-HLT (2024)
Suman Adhya, Debarshi Kumar Sanyal
GINopic: Topic Modeling with Graph Isomorphism Network. NAACL-HLT (2024)
Yijun Yang, Jie He, Pinzhen Chen, Víctor Gutiérrez-Basulto, Jeff Z. Pan
UniArk: Improving Generalisation and Consistency for Factual Knowledge Extraction through Debiasing. NAACL-HLT (2024)
Yusen Zhang, Nan Zhang, Yixin Liu, Alexander R. Fabbri, Junru Liu, Ryo Kamoi, Xiaoxin Lu, Caiming Xiong, Jieyu Zhao, Dragomir Radev, Kathleen R. McKeown, Rui Zhang
Fair Abstractive Summarization of Diverse Perspectives. NAACL-HLT (2024)
Cheng Qian, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu
Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model. NAACL-HLT (2024)
Cristina España-Bonet, Alberto Barrón-Cedeño
Elote, Choclo and Mazorca: on the Varieties of Spanish. NAACL-HLT (2024)
Aaron Mueller, Albert Webson, Jackson Petty, Tal Linzen
In-context Learning Generalizes, But Not Always Robustly: The Case of Syntax. NAACL-HLT (2024)
Kai Sun, Yifan Ethan Xu, Hanwen Zha, Yue Liu, Xin Luna Dong
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? NAACL-HLT (2024)
Zhen Yu, Zhenhua Chen, Kun He
Query-Efficient Textual Adversarial Example Generation for Black-Box Attacks. NAACL-HLT (2024)
Yuxi Feng, Laks V. S. Lakshmanan
DuRE: Dual Contrastive Self Training for Semi-Supervised Relation Extraction. NAACL-HLT (2024)
Chengxu Zhuang, Evelina Fedorenko, Jacob Andreas
Visual Grounding Helps Learn Word Meanings in Low-Data Regimes. NAACL-HLT (2024)
Yu-Neng Chuang, Tianwei Xing, Chia-Yuan Chang, Zirui Liu, Xun Chen, Xia Ben Hu
Learning to Compress Prompt in Natural Language Formats. NAACL-HLT (2024)
Hanseok Oh, Haebin Shin, Miyoung Ko, Hyunji Lee, Minjoon Seo
KTRL+F: Knowledge-Augmented In-Document Search. NAACL-HLT (2024)
Hyunji Lee, Se June Joo, Chaeeun Kim, Joel Jang, Doyoung Kim, Kyoung-Woon On, Minjoon Seo
How Well Do Large Language Models Truly Ground? NAACL-HLT (2024)
Yongrui Chen, Haiyun Jiang, Xinting Huang, Shuming Shi, Guilin Qi
DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping. NAACL-HLT (2024)
Shuofei Qiao, Honghao Gui, Chengfei Lv, Qianghuai Jia, Huajun Chen, Ningyu Zhang
Making Language Models Better Tool Learners with Execution Feedback. NAACL-HLT (2024)
Pengzhi Gao, Ruiqing Zhang, Zhongjun He, Hua Wu, Haifeng Wang
An Empirical Study of Consistency Regularization for End-to-End Speech-to-Text Translation. NAACL-HLT (2024)
David Arps, Laura Kallmeyer, Younes Samih, Hassan Sajjad
Multilingual Nonce Dependency Treebanks: Understanding how Language Models Represent and Process Syntactic Structure. NAACL-HLT (2024)
Meryem M'hamdi, Jonathan May
Leitner-Guided Memory Replay for Cross-lingual Continual Learning. NAACL-HLT (2024)
Kehuan Yan, Peichao Lai, Yilei Wang
Quantum-inspired Language Model with Lindblad Master Equation and Interference Measurement for Sentiment Analysis. NAACL-HLT (2024)
Yupu Liang, Yaping Zhang, Cong Ma, Zhiyang Zhang, Yang Zhao, Lu Xiang, Chengqing Zong, Yu Zhou
Document Image Machine Translation with Dynamic Multi-pre-trained Models Assembling. NAACL-HLT (2024)
Chau Pham, Alexander Miserlis Hoyle, Simeng Sun, Philip Resnik, Mohit Iyyer
TopicGPT: A Prompt-based Topic Modeling Framework. NAACL-HLT (2024)
Debrup Das, Debopriyo Banerjee, Somak Aditya, Ashish Kulkarni
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning. NAACL-HLT (2024)
Rui Wang, Hongru Wang, Fei Mi, Boyang Xue, Yi Chen, Kam-Fai Wong, Ruifeng Xu
Enhancing Large Language Models Against Inductive Instructions with Dual-critique Prompting. NAACL-HLT (2024)
Cícero Nogueira dos Santos, James Lee-Thorp, Isaac Noble, Chung-Ching Chang, David C. Uthus
Memory Augmented Language Models through Mixture of Word Experts. NAACL-HLT (2024)