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ORCIDNAACL-HLT Findings 2024: Mexico City, Mexico
- Kevin Duh, Helena Gómez-Adorno, Steven Bethard:
Findings of the Association for Computational Linguistics: NAACL 2024, Mexico City, Mexico, June 16-21, 2024. Association for Computational Linguistics 2024, ISBN 979-8-89176-119-3 - Honghe Zhang, Xiaolong Shi, Jingwei Sun, Guangzhong Sun:
Structured Pruning for Large Language Models Using Coupled Components Elimination and Minor Fine-tuning. 1-12 - Taiqiang Wu, Cheng Hou, Shanshan Lao, Jiayi Li, Ngai Wong, Zhe Zhao, Yujiu Yang:
Weight-Inherited Distillation for Task-Agnostic BERT Compression. 13-28 - Eugene Jang, Jian Cui, Dayeon Yim, Youngjin Jin, Jin-Woo Chung, Seungwon Shin, Yongjae Lee:
Ignore Me But Don't Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain. 29-42 - Nachshon Cohen, Yaron Fairstein, Guy Kushilevitz:
Extremely efficient online query encoding for dense retrieval. 43-50 - Wenting Zhao, Ye Liu, Tong Niu, Yao Wan, Philip S. Yu, Shafiq Joty, Yingbo Zhou, Semih Yavuz:
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text. 51-68 - Aleksandar Pavlovic, Emanuel Sallinger:
SpeedE: Euclidean Geometric Knowledge Graph Embedding Strikes Back. 69-92 - Hitesh Golchha, Sahil Yerawar, Dhruvesh Patel, Soham Dan, Keerthiram Murugesan:
Language Guided Exploration for RL Agents in Text Environments. 93-102 - Saranya Venkatraman, Adaku Uchendu, Dongwon Lee:
GPT-who: An Information Density-based Machine-Generated Text Detector. 103-115 - Peng Tang, Pengkai Zhu, Tian Li, Srikar Appalaraju, Vijay Mahadevan, R. Manmatha:
DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models. 116-131 - Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky:
Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation. 132-148 - Canwen Xu, Corby Rosset, Ethan C. Chau, Luciano Del Corro, Shweti Mahajan, Julian J. McAuley, Jennifer Neville, Ahmed Awadallah, Nikhil Rao:
Automatic Pair Construction for Contrastive Post-training. 149-162 - Miaoran Li, Baolin Peng, Michel Galley, Jianfeng Gao, Zhu Zhang:
Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models. 163-181 - Antoine Nzeyimana:
Low-resource neural machine translation with morphological modeling. 182-195 - Zhendong Chu, Ruiyi Zhang, Tong Yu, Rajiv Jain, Vlad I. Morariu, Jiuxiang Gu, Ani Nenkova:
Self-Cleaning: Improving a Named Entity Recognizer Trained on Noisy Data with a Few Clean Instances. 196-210 - Phong Do, Son Tran, Phu Hoang, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen:
VLUE: A New Benchmark and Multi-task Knowledge Transfer Learning for Vietnamese Natural Language Understanding. 211-222 - Xingyao Wang, Hao Peng, Reyhaneh Jabbarvand, Heng Ji:
LETI: Learning to Generate from Textual Interactions. 223-239 - Yonghui Kong, Cunhang Fan, Yujie Chen, Shuai Zhang, Zhao Lv, Jianhua Tao:
Bilateral Masking with prompt for Knowledge Graph Completion. 240-249 - Zhenpeng Su, Zijia Lin, Bai Xue, Hui Chen, Guiguang Ding, Wei Zhou, Songlin Hu:
MiLe Loss: a New Loss for Mitigating the Bias of Learning Difficulties in Generative Language Models. 250-262 - Jiaxin Zhang, Yashar Moshfeghi:
GOLD: Geometry Problem Solver with Natural Language Description. 263-278 - Rotaru Codrut, Nicolae-Catalin Ristea, Radu Tudor Ionescu:
RoDia: A New Dataset for Romanian Dialect Identification from Speech. 279-286 - Rochelle Choenni, Ekaterina Shutova, Dan Garrette:
Examining Modularity in Multilingual LMs via Language-Specialized Subnetworks. 287-301 - Yinger Zhang, Hui Cai, Xierui Song, Yicheng Chen, Rui Sun, Jing Zheng:
Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning. 302-325 - Jiqun Chu, Zuoquan Lin:
Incorporating Exponential Smoothing into MLP: a Simple but Effective Sequence Model. 326-337 - Yuxuan Kuang, Hai Lin, Meng Jiang:
OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models. 338-351 - Nathan Brake, Thomas Schaaf:
Comparing Two Model Designs for Clinical Note Generation; Is an LLM a Useful Evaluator of Consistency? 352-363 - Yueen Ma, Dafeng Chi, Jingjing Li, Kai Song, Yuzheng Zhuang, Irwin King:
VOLTA: Improving Generative Diversity by Variational Mutual Information Maximizing Autoencoder. 364-378 - Divya Sharma:
EcoSpeak: Cost-Efficient Bias Mitigation for Partially Cross-Lingual Speaker Verification. 379-394 - Rajarshi Bhowmik, Marco Ponza, Atharva Tendle, Anant Gupta, Rebecca Jiang, Xingyu Lu, Qian Zhao, Daniel Preotiuc-Pietro:
Leveraging Contextual Information for Effective Entity Salience Detection. 395-408 - Qihui Zhang, Chujie Gao, Dongping Chen, Yue Huang, Yixin Huang, Zhenyang Sun, Shilin Zhang, Weiye Li, Zhengyan Fu, Yao Wan, Lichao Sun:
LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected? 409-436 - Ivo Verhoeven, Pushkar Mishra, Rahel Beloch, Helen Yannakoudakis, Ekaterina Shutova:
A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection. 437-463 - Jie Huang, Kevin Chang:
Citation: A Key to Building Responsible and Accountable Large Language Models. 464-473 - Yingji Zhang, Marco Valentino, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas:
Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders. 474-489 - Weiting Tan, Haoran Xu, Lingfeng Shen, Shuyue Stella Li, Kenton Murray, Philipp Koehn, Benjamin Van Durme, Yunmo Chen:
Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles. 490-502 - Debarati Das, Ishaan Gupta, Jaideep Srivastava, Dongyeop Kang:
Which Modality should I use - Text, Motif, or Image? : Understanding Graphs with Large Language Models. 503-519 - Hieu Hoang, Huda Khayrallah, Marcin Junczys-Dowmunt:
On-the-Fly Fusion of Large Language Models and Machine Translation. 520-532 - Dawei Li, William Hogan, Jingbo Shang:
READ: Improving Relation Extraction from an ADversarial Perspective. 533-548 - Sana Ebrahimi, Nima Shahbazi, Abolfazl Asudeh:
REQUAL-LM: Reliability and Equity through Aggregation in Large Language Models. 549-560 - Hannah Chen, Yangfeng Ji, David Evans:
Addressing Both Statistical and Causal Gender Fairness in NLP Models. 561-582 - Hanjia Lyu, Song Jiang, Hanqing Zeng, Yinglong Xia, Qifan Wang, Si Zhang, Ren Chen, Christopher Leung, Jiajie Tang, Jiebo Luo:
LLM-Rec: Personalized Recommendation via Prompting Large Language Models. 583-612 - Jie Ren, Han Xu, Yiding Liu, Yingqian Cui, Shuaiqiang Wang, Dawei Yin, Jiliang Tang:
A Robust Semantics-based Watermark for Large Language Model against Paraphrasing. 613-625 - Shraddha Barke, Christian Pölitz, Carina Negreanu, Benjamin Zorn, José Cambronero, Andrew D. Gordon, Vu Le, Elnaz Nouri, Nadia Polikarpova, Advait Sarkar, Brian Slininger, Neil Toronto, Jack Williams:
Solving Data-centric Tasks using Large Language Models. 626-638 - Jiaxin Guo, Hao Yang, Zongyao Li, Daimeng Wei, Hengchao Shang, Xiaoyu Chen:
A Novel Paradigm Boosting Translation Capabilities of Large Language Models. 639-649 - Ye Yuan, Kexin Tang, Jianhao Shen, Ming Zhang, Chenguang Wang:
Measuring Social Norms of Large Language Models. 650-699 - Maxwell Yin, Boyu Wang, Charles Ling:
Source-Free Unsupervised Domain Adaptation for Question Answering via Prompt-Assisted Self-learning. 700-713 - Chenlong Zhao, Xiwen Zhou, Xiaopeng Xie, Yong Zhang:
Hierarchical Attention Graph for Scientific Document Summarization in Global and Local Level. 714-726 - Nalin Kumar, Ondrej Dusek:
LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systems. 727-735 - Bogdan Dobre:
Efficient Dependency Tree Sampling Without Replacement. 736-741 - Zixuan Zhang, Revanth Gangi Reddy, Kevin Small, Tong Zhang, Heng Ji:
Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization. 742-753 - Yixiao Song, Kalpesh Krishna, Rajesh Bhatt, Kevin Gimpel, Mohit Iyyer:
GEE! Grammar Error Explanation with Large Language Models. 754-781 - Wanpeng Zhang, Zongqing Lu:
AdaRefiner: Refining Decisions of Language Models with Adaptive Feedback. 782-799 - Weihao Zeng, Dayuan Fu, Keqing He, Yejie Wang, Yukai Xu, Weiran Xu:
DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations. 800-813 - Pavel Denisov, Thang Vu:
Teaching a Multilingual Large Language Model to Understand Multilingual Speech via Multi-Instructional Training. 814-834 - Wenhong Zhu, Hongkun Hao, Zhiwei He, Yunze Song, Jiao Yueyang, Yumeng Zhang, Hanxu Hu, Yiran Wei, Rui Wang, Hongyuan Lu:
CLEAN-EVAL: Clean Evaluation on Contaminated Large Language Models. 835-847 - Roshan Sharma, Ruchira Sharma, Hira Dhamyal, Rita Singh, Bhiksha Raj:
R-BASS : Relevance-aided Block-wise Adaptation for Speech Summarization. 848-857 - Fei Yu, Anningzhe Gao, Benyou Wang:
OVM, Outcome-supervised Value Models for Planning in Mathematical Reasoning. 858-875 - Lei Wang, Ee-Peng Lim:
The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation. 876-895 - Dhruv Agarwal, Rajarshi Das, Sopan Khosla, Rashmi Gangadharaiah:
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA. 896-919 - Shuzhou Yuan, Michael Färber:
GraSAME: Injecting Token-Level Structural Information to Pretrained Language Models via Graph-guided Self-Attention Mechanism. 920-933 - Boxin Wang, Yibo Zhang, Yuan Cao, Bo Li, Hugh McMahan, Sewoong Oh, Zheng Xu, Manzil Zaheer:
Can Public Large Language Models Help Private Cross-device Federated Learning? 934-949 - Bowen Pan, Rameswar Panda, SouYoung Jin, Rogério Feris, Aude Oliva, Phillip Isola, Yoon Kim:
LangNav: Language as a Perceptual Representation for Navigation. 950-974 - Tenghao Huang, Dongwon Jung, Vaibhav Kumar, Mohammad Kachuee, Xiang Li, Puyang Xu, Muhao Chen:
Planning and Editing What You Retrieve for Enhanced Tool Learning. 975-988 - Victor Carbune, Hassan Mansoor, Fangyu Liu, Rahul Aralikatte, Gilles Baechler, Jindong Chen, Abhanshu Sharma:
Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs. 989-1004 - Chi-Heng Lin, Shikhar Tuli, James Seale Smith, Yen-Chang Hsu, Yilin Shen, Hongxia Jin:
SLiM: Speculative Decoding with Hypothesis Reduction. 1005-1017 - Zoher Kachwala, Jisun An, Haewoon Kwak, Filippo Menczer:
REMATCH: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic Similarity. 1018-1028 - Ben Hutchinson:
Modeling the Sacred: Considerations when Using Religious Texts in Natural Language Processing. 1029-1043 - William Macke, Michael Doyle:
Testing the Effect of Code Documentation on Large Language Model Code Understanding. 1044-1050 - Yuwei Cao, Nikhil Mehta, Xinyang Yi, Raghunandan Hulikal Keshavan, Lukasz Heldt, Lichan Hong, Ed H. Chi, Maheswaran Sathiamoorthy:
Aligning Large Language Models with Recommendation Knowledge. 1051-1066 - Yihong Liu, Peiqin Lin, Mingyang Wang, Hinrich Schütze:
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining. 1067-1097 - Minju Kim, Haein Jung, Myoung-Wan Koo:
SELF-EXPERTISE: Knowledge-based Instruction Dataset Augmentation for a Legal Expert Language Model. 1098-1112 - Boyi Li, Rodolfo Corona, Karttikeya Mangalam, Catherine Chen, Daniel Flaherty, Serge J. Belongie, Kilian Q. Weinberger, Jitendra Malik, Trevor Darrell, Dan Klein:
Re-evaluating the Need for Visual Signals in Unsupervised Grammar Induction. 1113-1123 - Zixiao Zhu, Junlang Qian, Zijian Feng, Hanzhang Zhou, Kezhi Mao:
EDEntail: An Entailment-based Few-shot Text Classification with Extensional Definition. 1124-1137 - KV Aditya Srivatsa, Ekaterina Kochmar:
What Makes Math Word Problems Challenging for LLMs? 1138-1148 - Lee Hyun, Kim Sung-Bin, Seungju Han, Youngjae Yu, Tae-Hyun Oh:
SMILE: Multimodal Dataset for Understanding Laughter in Video with Language Models. 1149-1167 - Wenshuo Peng, Kaipeng Zhang, Sai Qian Zhang:
T3M: Text Guided 3D Human Motion Synthesis from Speech. 1168-1177 - Miao Peng, Ben Liu, Wenjie Xu, Zihao Jiang, Jiahui Zhu, Min Peng:
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning. 1178-1191 - Nishchal Prasad, Taoufiq Dkaki, Mohand Boughanem:
Explanation Extraction from Hierarchical Classification Frameworks for Long Legal Documents. 1192-1201 - Chenxi Whitehouse, Fantine Huot, Jasmijn Bastings, Mostafa Dehghani, Chu-Cheng Lin, Mirella Lapata:
Low-Rank Adaptation for Multilingual Summarization: An Empirical Study. 1202-1228 - Leonardo Ranaldi, Giulia Pucci, Federico Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto:
A Tree-of-Thoughts to Broaden Multi-step Reasoning across Languages. 1229-1241 - Sherin Muckatira, Vijeta Deshpande, Vladislav Lialin, Anna Rumshisky:
Emergent Abilities in Reduced-Scale Generative Language Models. 1242-1257 - Clemencia Siro, Mohammad Aliannejadi, Maarten de Rijke:
Context Does Matter: Implications for Crowdsourced Evaluation Labels in Task-Oriented Dialogue Systems. 1258-1273 - Xixi Zhou, Chunbin Gu, Xin Jie, Jiajun Bu, Haishuai Wang:
Matching Varying-Length Texts via Topic-Informed and Decoupled Sentence Embeddings. 1274-1280 - Bruce W. Lee, Hyunsoo Cho, Kang Min Yoo:
Instruction Tuning with Human Curriculum. 1281-1309 - Md Masudur Rahman, Yexiang Xue:
Natural Language-based State Representation in Deep Reinforcement Learning. 1310-1319 - Junzhe Wang, Qiang Zeng, Lannan Luo:
Learning Cross-Architecture Instruction Embeddings for Binary Code Analysis in Low-Resource Architectures. 1320-1332 - Xiaodong Yu, Hao Cheng, Xiaodong Liu, Dan Roth, Jianfeng Gao:
ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks. 1333-1351 - Tien-Hong Lo, Fu-An Chao, Tzu-I Wu, Yao-Ting Sung, Berlin Chen:
An Effective Automated Speaking Assessment Approach to Mitigating Data Scarcity and Imbalanced Distribution. 1352-1362 - Shen Zheng, Yuyu Zhang, Yijie Zhu, Chenguang Xi, Pengyang Gao, Zhou Xun, Kevin Chang:
GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond. 1363-1382 - Raj Patel, Carlotta Domeniconi:
Subword Attention and Post-Processing for Rare and Unknown Contextualized Embeddings. 1383-1389 - Sagar Gubbi Venkatesh, Partha Talukdar, Srini Narayanan:
UGIF-DataSet: A New Dataset for Cross-lingual, Cross-modal Sequential actions on the UI. 1390-1399 - Hossein Hajipour, Ning Yu, Cristian-Alexandru Staicu, Mario Fritz:
SimSCOOD: Systematic Analysis of Out-of-Distribution Generalization in Fine-tuned Source Code Models. 1400-1416 - Nan Zhang, Yanchi Liu, Xujiang Zhao, Wei Cheng, Runxue Bao, Rui Zhang, Prasenjit Mitra, Haifeng Chen:
Pruning as a Domain-specific LLM Extractor. 1417-1428 - Wenda Xu, Daniel Deutsch, Mara Finkelstein, Juraj Juraska, Biao Zhang, Zhongtao Liu, William Yang Wang, Lei Li, Markus Freitag:
LLMRefine: Pinpointing and Refining Large Language Models via Fine-Grained Actionable Feedback. 1429-1445 - Pengyu Xu, Mingyang Song, Linkaida Liu, Bing Liu, Hongjian Sun, Liping Jing, Jian Yu:
Noisy Multi-Label Text Classification via Instance-Label Pair Correction. 1446-1458 - Hai Huang, Zhengyu Zhao, Michael Backes, Yun Shen, Yang Zhang:
Composite Backdoor Attacks Against Large Language Models. 1459-1472 - Jinyan Su, Claire Cardie, Preslav Nakov:
Adapting Fake News Detection to the Era of Large Language Models. 1473-1490 - Youbo Lei, Feifei He, Chen Chen, Yingbin Mo, Sijia Li, Defeng Xie, Haonan Lu:
MCAD: Multi-teacher Cross-modal Alignment Distillation for efficient image-text retrieval. 1491-1503 - Zhen Qin, Rolf Jagerman, Kai Hui, Honglei Zhuang, Junru Wu, Le Yan, Jiaming Shen, Tianqi Liu, Jialu Liu, Donald Metzler, Xuanhui Wang, Michael Bendersky:
Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting. 1504-1518 - Zhihan Guo, Yifei Zhang, Zhuo Zhang, Zenglin Xu, Irwin King:
FedLFC: Towards Efficient Federated Multilingual Modeling with LoRA-based Language Family Clustering. 1519-1528 - Mohammad Mahdi Abdollah Pour, Ali Pesaranghader, Eldan Cohen, Scott Sanner:
Gaussian Process Optimization for Adaptable Multi-Objective Text Generation using Linearly-Weighted Language Models. 1529-1536 - Alessandro Stolfo:
Groundedness in Retrieval-augmented Long-form Generation: An Empirical Study. 1537-1552 - Mehrnaz Moslemi, Amal Zouaq:
TagDebias: Entity and Concept Tagging for Social Bias Mitigation in Pretrained Language Models. 1553-1567 - Edwin Thomas, Sowmya Vajjala:
Improving Absent Keyphrase Generation with Diversity Heads. 1568-1584 - Tianze Hua, Tian Yun, Ellie Pavlick:
mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models? 1585-1598 - Farsheed Haque, Depeng Xu, Shuhan Yuan:
Discovering and Mitigating Indirect Bias in Attention-Based Model Explanations. 1599-1614 - Ziyi Yang, Mahmoud Khademi, Yichong Xu, Reid Pryzant, Yuwei Fang, Chenguang Zhu, Dongdong Chen, Yao Qian, Xuemei Gao, Yi-Ling Chen, Robert Gmyr, Naoyuki Kanda, Noel Codella, Bin Xiao, Yu Shi, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang:
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data. 1615-1627 - Yifu Qiu, Varun Embar, Shay B. Cohen, Benjamin Han:
Think While You Write: Hypothesis Verification Promotes Faithful Knowledge-to-Text Generation. 1628-1644 - Aditi Chaudhary, Karthik Raman, Michael Bendersky:
It's All Relative! - A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction. 1645-1664 - Saeed Khaki, JinJin Li, Lan Ma, Liu Yang, Prathap Ramachandra:
RS-DPO: A Hybrid Rejection Sampling and Direct Preference Optimization Method for Alignment of Large Language Models. 1665-1680 - Changqun Li, Linlin Wang, Xin Lin, Shizhou Huang, Liang He:
Hypernetwork-Assisted Parameter-Efficient Fine-Tuning with Meta-Knowledge Distillation for Domain Knowledge Disentanglement. 1681-1695 - Roy Siegelmann, Ninareh Mehrabi, Palash Goyal, Prasoon Goyal, Lisa Bauer, Jwala Dhamala, Aram Galstyan, Rahul Gupta, Reza Ghanadan:
MICo: Preventative Detoxification of Large Language Models through Inhibition Control. 1696-1703 - Wendi Li, Wei Wei, Kaihe Xu, Wenfeng Xie, Dangyang Chen, Yu Cheng:
Reinforcement Learning with Token-level Feedback for Controllable Text Generation. 1704-1719 - Pei Chen, Shuai Zhang, Boran Han:
CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving. 1720-1738 - Anaelia Ovalle, Ninareh Mehrabi, Palash Goyal, Jwala Dhamala, Kai-Wei Chang, Richard S. Zemel, Aram Galstyan, Yuval Pinter, Rahul Gupta:
Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies. 1739-1756 - Ramit Sawhney, Shrey Pandit, Vishwa Shah, Megh Thakkar, Shafiq Joty:
AdaPT: A Set of Guidelines for Hyperbolic Multimodal Multilingual NLP. 1757-1771 - Bingsheng Yao, Guiming Chen, Ruishi Zou, Yuxuan Lu, Jiachen Li, Shao Zhang, Yisi Sang, Sijia Liu, James A. Hendler, Dakuo Wang:
More Samples or More Prompts? Exploring Effective Few-Shot In-Context Learning for LLMs with In-Context Sampling. 1772-1790 - Song He, Xin Peng, Yihan Cai, Xin Li, Zhiqing Yuan, Wenli Du, Weimin Yang:
ZSEE: A Dataset based on Zeolite Synthesis Event Extraction for Automated Synthesis Platform. 1791-1808 - Kyubyung Chae, Jaepill Choi, Yohan Jo, Taesup Kim:
Mitigating Hallucination in Abstractive Summarization with Domain-Conditional Mutual Information. 1809-1820 - San Kim, Gary Lee:
Adversarial DPO: Harnessing Harmful Data for Reducing Toxicity with Minimal Impact on Coherence and Evasiveness in Dialogue Agents. 1821-1835 - Fobo Shi, Peijun Qing, Dong Yang, Nan Wang, Youbo Lei, Haonan Lu, Xiaodong Lin, Duantengchuan Li:
Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models. 1836-1862 - Zhihao Wang, Bo Zhang, Ru Yang, Chang Guo, Maozhen Li:
DAGCN: Distance-based and Aspect-oriented Graph Convolutional Network for Aspect-based Sentiment Analysis. 1863-1876 - Zhuoyi Peng, Yi Yang:
Connecting the Dots: Inferring Patent Phrase Similarity with Retrieved Phrase Graphs. 1877-1890 - Mingyue Liu, Jonathan Frawley, Sarah Wyer, Hubert P. H. Shum, Sara L. Uckelman, Sue Black, Chris G. Willcocks:
Self-Regulated Sample Diversity in Large Language Models. 1891-1899 - Justin Lee, Gabriel Bernier-Colborne, Tegan Maharaj, Sowmya Vajjala:
Methods, Applications, and Directions of Learning-to-Rank in NLP Research. 1900-1917 - Irina Proskurina, Luc Brun, Guillaume Metzler, Julien Velcin:
When Quantization Affects Confidence of Large Language Models? 1918-1928 - Elad Hirsch, Gefen Dawidowicz, Ayellet Tal:
MedCycle: Unpaired Medical Report Generation via Cycle-Consistency. 1929-1944 - Yizhuo Ma, Ke Qin, Shuang Liang:
Beta-LR: Interpretable Logical Reasoning based on Beta Distribution. 1945-1955 - Haraldur Orri Hauksson, Hafsteinn Einarsson:
Applications of BERT Models Towards Automation of Clinical Coding in Icelandic. 1956-1967 - Philipp Heinisch, Lorik Dumani, Philipp Cimiano, Ralf Schenkel:
"Tell me who you are and I tell you how you argue": Predicting Stances and Arguments for Stakeholder Groups. 1968-1982 - Tatsuki Kuribayashi, Yohei Oseki, Timothy Baldwin:
Psychometric Predictive Power of Large Language Models. 1983-2005 - Pouya Pezeshkpour, Estevam Hruschka:
Large Language Models Sensitivity to The Order of Options in Multiple-Choice Questions. 2006-2017 - Thang Pham, Peijie Chen, Tin Nguyen, Seunghyun Yoon, Trung Bui, Anh Nguyen:
PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck. 2018-2053 - Lei Gao, Yue Niu, Tingting Tang, Salman Avestimehr, Murali Annavaram:
Ethos: Rectifying Language Models in Orthogonal Parameter Space. 2054-2068 - Yoonsang Lee, Pranav Atreya, Xi Ye, Eunsol Choi:
Crafting In-context Examples according to LMs' Parametric Knowledge. 2069-2085 - Yaxin Zhu, Hamed Zamani:
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification. 2086-2098 - Yang Yang, Xunde Dong, Yupeng Qiang:
CLGSI: A Multimodal Sentiment Analysis Framework based on Contrastive Learning Guided by Sentiment Intensity. 2099-2110 - Zijie Wang, Farzana Rashid, Eduardo Blanco:
Interpreting Answers to Yes-No Questions in Dialogues from Multiple Domains. 2111-2128 - Yi-Li Hsu, Jui-Ning Chen, Yang Fan Chiang, Shang-Chien Liu, Aiping Xiong, Lun-Wei Ku:
Enhancing Perception: Refining Explanations of News Claims with LLM Conversations. 2129-2147 - Wei Jie Yeo, Ranjan Satapathy, Rich Siow Mong Goh, Erik Cambria:
How Interpretable are Reasoning Explanations from Prompting Large Language Models? 2148-2164 - Nai-Chi Yang, Wei-Yun Ma, Pu-Jen Cheng:
Plug-in Language Model: Controlling Text Generation with a Simple Regression Model. 2165-2181 - Honghaofu Honghaofu, Liang Zhang, Biao Fu, Rui Zhao, Jinsong Su, Xiaodong Shi, Yidong Chen:
Signer Diversity-driven Data Augmentation for Signer-Independent Sign Language Translation. 2182-2193 - Francois Meyer, Jan Buys:
A Systematic Analysis of Subwords and Cross-Lingual Transfer in Multilingual Translation. 2194-2200 - Eunseong Choi, Hyeri Lee, Jongwuk Lee:
Multi-Granularity Guided Fusion-in-Decoder. 2201-2212 - Anna Zee, Marc Zee, Anders Søgaard:
Group Fairness in Multilingual Speech Recognition Models. 2213-2226 - Jingyan Zhou, Minda Hu, Junan Li, Xiaoying Zhang, Xixin Wu, Irwin King, Helen Meng:
Rethinking Machine Ethics - Can LLMs Perform Moral Reasoning through the Lens of Moral Theories? 2227-2242 - Rui Wang, Fei Mi, Yi Chen, Boyang Xue, Hongru Wang, Qi Zhu, Kam-Fai Wong, Ruifeng Xu:
Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models. 2243-2255 - Marc Feger, Stefan Dietze:
BERTweet's TACO Fiesta: Contrasting Flavors On The Path Of Inference And Information-Driven Argument Mining On Twitter. 2256-2266 - Manuel Vargas Guzmán, Jakub Szymanik, Maciej Malicki:
Testing the limits of logical reasoning in neural and hybrid models. 2267-2279 - Rishav Hada, Varun Gumma, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram:
METAL: Towards Multilingual Meta-Evaluation. 2280-2298 - Wanjun Zhong, Ruixiang Cui, Yiduo Guo, Yaobo Liang, Shuai Lu, Yanlin Wang, Amin Saied, Weizhu Chen, Nan Duan:
AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models. 2299-2314 - Tejpalsingh Siledar, Rupasai Rangaraju, Sankara Sri Raghava Ravindra Muddu, Suman Banerjee, Amey Patil, Sudhanshu Singh, Muthusamy Chelliah, Nikesh Garera, Swaprava Nath, Pushpak Bhattacharyya:
Product Description and QA Assisted Self-Supervised Opinion Summarization. 2315-2332 - Shanbao Qiao, Xuebing Liu, Seung-Hoon Na:
COMEM: In-Context Retrieval-Augmented Mass-Editing Memory in Large Language Models. 2333-2347 - Kohtaro Tanaka, Kohei Uehara, Lin Gu, Yusuke Mukuta, Tatsuya Harada:
Content-Specific Humorous Image Captioning Using Incongruity Resolution Chain-of-Thought. 2348-2367 - Elias Bassani, Pranav Kasela, Gabriella Pasi:
Denoising Attention for Query-aware User Modeling. 2368-2380 - Fan Zhang, Mei Tu, Song Liu, Jinyao Yan:
A Lightweight Mixture-of-Experts Neural Machine Translation Model with Stage-wise Training Strategy. 2381-2392 - Jacek Wiland, Max Ploner, Alan Akbik:
BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models. 2393-2411 - Floris den Hengst, Ralf Wolter, Patrick Altmeyer, Arda Kaygan:
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition. 2412-2432 - Alex Nyffenegger, Matthias Stürmer, Joel Niklaus:
Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models in Court Decisions. 2433-2462 - Dongjae Shin, HyeonSeok Lim, Inho Won, ChangSu Choi, Minjun Kim, Seungwoo Song, Hangyeol Yoo, Sangmin Kim, Kyungtae Lim:
X-LLaVA: Optimizing Bilingual Large Vision-Language Alignment. 2463-2473 - Giwon Hong, Jeonghwan Kim, Junmo Kang, Sung-Hyon Myaeng, Joyce Jiyoung Whang:
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise. 2474-2495 - Orchid Chetia Phukan, Gautam Siddharth Kashyap, Arun Balaji Buduru, Rajesh Sharma:
Heterogeneity over Homogeneity: Investigating Multilingual Speech Pre-Trained Models for Detecting Audio Deepfake. 2496-2506 - Chenghao Yang, Tuhin Chakrabarty, Karli R. Hochstatter, Melissa N. Slavin, Nabila El-Bassel, Smaranda Muresan:
Identifying Self-Disclosures of Use, Misuse and Addiction in Community-based Social Media Posts. 2507-2521 - Wei Han, Hui Chen, Min-Yen Kan, Soujanya Poria:
Self-Adaptive Sampling for Accurate Video Question Answering on Image Text Models. 2522-2534 - Yun Zhu, Yinxiao Liu, Felix Stahlberg, Shankar Kumar, Yu-Hui Chen, Liangchen Luo, Lei Shu, Renjie Liu, Jindong Chen, Lei Meng:
Towards an On-device Agent for Text Rewriting. 2535-2552 - Rickard Stureborg, Sanxing Chen, Roy Xie, Aayushi Patel, Christopher Li, Chloe Qinyu Zhu, Tingnan Hu, Jun Yang, Bhuwan Dhingra:
Tailoring Vaccine Messaging with Common-Ground Opinions. 2553-2575 - Robert Vacareanu, Fahmida Alam, Md. Asiful Islam, Haris Riaz, Mihai Surdeanu:
Best of Both Worlds: A Pliable and Generalizable Neuro-Symbolic Approach for Relation Classification. 2576-2594 - Yanhui Guo, Shaoyuan Xu, Jinmiao Fu, Jia Liu, Chaosheng Dong, Bryan Wang:
Q-Tuning: Queue-based Prompt Tuning for Lifelong Few-shot Language Learning. 2595-2622 - Zhichao Xu, Daniel Cohen, Bei Wang, Vivek Srikumar:
In-Context Example Ordering Guided by Label Distributions. 2623-2640 - Jiaxin Liu, Yi Yang, Kar Yan Tam:
Beyond Surface Similarity: Detecting Subtle Semantic Shifts in Financial Narratives. 2641-2652 - Mandar Sharma, Rutuja Murlidhar Taware, Pravesh Koirala, Nikhil Muralidhar, Naren Ramakrishnan:
Laying Anchors: Semantically Priming Numerals in Language Modeling. 2653-2660 - Yutao Mou, Kexiang Wang, Jianhe Lin, Dehong Ma, Jun Fan, Daiting Shi, Zhicong Cheng, Simiu Gu, Dawei Yin, Weiran Xu:
UEGP: Unified Expert-Guided Pre-training for Knowledge Rekindle. 2661-2673 - Mengke Zhang, Tianxing He, Tianle Wang, Lu Mi, Niloofar Mireshghallah, Binyi Chen, Hao Wang, Yulia Tsvetkov:
LatticeGen: Hiding Generated Text in a Lattice for Privacy-Aware Large Language Model Generation on Cloud. 2674-2690 - Jiangrui Zheng, Xueqing Liu, Mirazul Haque, Xing Qian, Guanqun Yang, Wei Yang:
HateModerate: Testing Hate Speech Detectors against Content Moderation Policies. 2691-2710 - Yifei Gao, Jie Ou, Lei Wang, Yuting Xiao, Xiangzhiyuan Xiangzhiyuan, Ruiting Dai, Jun Cheng:
Compensate Quantization Errors: Make Weights Hierarchical to Compensate Each Other. 2711-2722 - Jianfei He, Shichao Sun, Sen Peng, Jie Xu, Xiaohua Jia, Wenjie Li:
Contrastive Preference Learning for Neural Machine Translation. 2723-2735 - Hangfeng He, Hongming Zhang, Dan Roth:
SocREval: Large Language Models with the Socratic Method for Reference-free Reasoning Evaluation. 2736-2764 - Wenhao Zhu, Hongyi Liu, Qingxiu Dong, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li:
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis. 2765-2781 - Yifei Liu, Yiquan Wu, Ang Li, Yating Zhang, Changlong Sun, Weiming Lu, Fei Wu, Kun Kuang:
Unleashing the Power of LLMs in Court View Generation by Stimulating Internal Knowledge and Incorporating External Knowledge. 2782-2792 - Danfeng Guo, Sanchit Agarwal, Arpit Gupta, Jiun-Yu Kao, Emre Barut, Tagyoung Chung, Jing Huang, Mohit Bansal:
Prompting Vision-Language Models For Aspect-Controlled Generation of Referring Expressions. 2793-2807 - Weimin Lyu, Xiao Lin, Songzhu Zheng, Lu Pang, Haibin Ling, Susmit Jha, Chao Chen:
Task-Agnostic Detector for Insertion-Based Backdoor Attacks. 2808-2822 - Jianfeng He, Linlin Yu, Shuo Lei, Chang-Tien Lu, Feng Chen:
Uncertainty Estimation on Sequential Labeling via Uncertainty Transmission. 2823-2835 - Seonghyeon Lee, Sanghwan Jang, Seongbo Jang, Dongha Lee, Hwanjo Yu:
Exploring Language Model's Code Generation Ability with Auxiliary Functions. 2836-2848 - Sang T. Truong, Duc Nguyen, Toan Nguyen, Dong D. Le, Nhi N. Truong, Tho Quan, Sanmi Koyejo:
Crossing Linguistic Horizons: Finetuning and Comprehensive Evaluation of Vietnamese Large Language Models. 2849-2900 - Yao Yao, Zuchao Li, Hai Zhao:
GoT: Effective Graph-of-Thought Reasoning in Language Models. 2901-2921 - Qinhao Zhou, Zihan Zhang, Xiang Xiang, Ke Wang, Yuchuan Wu, Yongbin Li:
Enhancing the General Agent Capabilities of Low-Paramter LLMs through Tuning and Multi-Branch Reasoning. 2922-2931 - Weihao You, Shuo Yin, Xudong Zhao, Zhilong Ji, Guoqiang Zhong, Jinfeng Bai:
MuMath: Multi-perspective Data Augmentation for Mathematical Reasoning in Large Language Models. 2932-2958 - Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang:
Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization. 2959-2971 - Chuang Li, Yan Zhang, Min-Yen Kan, Haizhou Li:
UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking. 2972-2983 - YiFan Zhang, Hanlin Zhang, Li Li, Eric P. Xing:
Evaluating Step-by-Step Reasoning through Symbolic Verification. 2984-3002 - Aviv Slobodkin, Ori Shapira, Ran Levy, Ido Dagan:
Multi-Review Fusion-in-Context. 3003-3021 - Maxime Bouthors, Josep Maria Crego, François Yvon:
Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison. 3022-3039 - Petros Karypis, Julian J. McAuley, George Karypis:
Extending Input Contexts of Language Models through Training on Segmented Sequences. 3040-3052 - Yanda Li, Dixuan Wang, Jiaqing Liang, Guochao Jiang, Qianyu He, Yanghua Xiao, Deqing Yang:
Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding. 3053-3066 - Wanyong Feng, Jaewook Lee, Hunter McNichols, Alexander Scarlatos, Digory Smith, Simon Woodhead, Nancy Otero Ornelas, Andrew S. Lan:
Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language Models. 3067-3082 - Yuanhe Tian, Chang Liu, Yan Song, Fei Xia, Yongdong Zhang:
Aspect-based Sentiment Analysis with Context Denoising. 3083-3095 - Kabilan Prasanna, Aryaman Arora:
IruMozhi: Automatically classifying diglossia in Tamil. 3096-3103 - Haolan Zhan, Zhuang Li, Xiaoxi Kang, Tao Feng, Yuncheng Hua, Lizhen Qu, Yi Ying, Mei Rianto Chandra, Kelly Rosalin, Jureynolds Jureynolds, Suraj Sharma, Shilin Qu, Linhao Luo, Ingrid Zukerman, Lay-Ki Soon, Zhaleh Semnani-Azad, Reza Haf:
RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations. 3104-3117 - Hong Jin Kang, Fabrice Harel-Canada, Muhammad Ali Gulzar, Nanyun Peng, Miryung Kim:
Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking. 3118-3129 - Jaeseong Lee, YeonJoon Jung, Seung-won Hwang:
COMMIT: Code-Mixing English-Centric Large Language Model for Multilingual Instruction Tuning. 3130-3137 - Aru Maekawa, Satoshi Kosugi, Kotaro Funakoshi, Manabu Okumura:
DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation. 3138-3153 - Ran Gong, Qiuyuan Huang, Xiaojian Ma, Yusuke Noda, Zane Durante, Zilong Zheng, Demetri Terzopoulos, Li Fei-Fei, Jianfeng Gao, Hoi Vo:
MindAgent: Emergent Gaming Interaction. 3154-3183 - Haodong Duan, Jueqi Wei, Chonghua Wang, Hongwei Liu, Yixiao Fang, Songyang Zhang, Dahua Lin, Kai Chen:
BotChat: Evaluating LLMs' Capabilities of Having Multi-Turn Dialogues. 3184-3200 - Yilin Wang, Xinyi Hu, Matthew R. Gormley:
Learning Mutually Informed Representations for Characters and Subwords. 3201-3213 - Yuan Gao, Feng Hou, Ruili Wang:
A Novel Two-step Fine-tuning Framework for Transfer Learning in Low-Resource Neural Machine Translation. 3214-3224 - Zhongtao Miao, Qiyu Wu, Kaiyan Zhao, Zilong Wu, Yoshimasa Tsuruoka:
Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment. 3225-3236 - Ye He, Shihao Zou, Yuzhe Chen, Xianying Huang:
C³LPGCN:Integrating Contrastive Learning and Cooperative Learning with Prompt into Graph Convolutional Network for Aspect-based Sentiment Analysis. 3237-3247 - Haolong Yan, Binghao Tang, Boda Lin, Gang Zhao, Si Li:
Visual Enhanced Entity-Level Interaction Network for Multimodal Summarization. 3248-3260 - Jianing Wang, Chengyu Wang, Chuanqi Tan, Jun Huang, Ming Gao:
Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning. 3261-3280 - Felix Drinkall, Eghbal Rahimikia, Janet B. Pierrehumbert, Stefan Zohren:
Time Machine GPT. 3281-3292 - Lilly Kumari, Shengjie Wang, Arnav Das, Tianyi Zhou, Jeff A. Bilmes:
An End-to-End Submodular Framework for Data-Efficient In-Context Learning. 3293-3308 - Hele-Andra Kuulmets, Taido Purason, Agnes Luhtaru, Mark Fishel:
Teaching Llama a New Language Through Cross-Lingual Knowledge Transfer. 3309-3325 - Yun-Shiuan Chuang, Agam Goyal, Nikunj Harlalka, Siddharth Suresh, Robert Hawkins, Sijia Yang, Dhavan Shah, Junjie Hu, Timothy T. Rogers:
Simulating Opinion Dynamics with Networks of LLM-based Agents. 3326-3346 - Anisia Katinskaia, Roman Yangarber:
Probing the Category of Verbal Aspect in Transformer Language Models. 3347-3366 - Tanja Samardzic, Ximena Gutierrez, Christian Bentz, Steven Moran, Olga Pelloni:
A Measure for Transparent Comparison of Linguistic Diversity in Multilingual NLP Data Sets. 3367-3382 - Xi Chen, Jinguo You, Likun Likun, Xiang Li:
Beyond Read-Only: Crafting a Comprehensive Chinese Text-to-SQL Dataset for Database Manipulation and Query. 3383-3393 - Raphael Rubino, Johanna Gerlach, Jonathan Mutal, Pierrette Bouillon:
Normalizing without Modernizing: Keeping Historical Wordforms of Middle French while Reducing Spelling Variants. 3394-3402 - Suzanna Sia, Alexandra DeLucia, Kevin Duh:
Anti-LM Decoding for Zero-shot In-context Machine Translation. 3403-3420 - Shuai Zhao, Leilei Gan, Anh Tuan Luu, Jie Fu, Lingjuan Lyu, Meihuizi Jia, Jinming Wen:
Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning. 3421-3438 - Rohit Saxena, Frank Keller:
Select and Summarize: Scene Saliency for Movie Script Summarization. 3439-3455 - Seunguk Yu, Juhwan Choi, YoungBin Kim:
Don't be a Fool: Pooling Strategies in Offensive Language Detection from User-Intended Adversarial Attacks. 3456-3467 - Kim Tran, Anh Duy Le Dinh, Tien-Phat Nguyen, Thinh Phan, Pha A. Nguyen, Khoa Luu, Donald A. Adjeroh, Gianfranco Doretto, Ngan Le:
Z-GMOT: Zero-shot Generic Multiple Object Tracking. 3468-3479 - Helena Bonaldi, Yi-Ling Chung, Gavin Abercrombie, Marco Guerini:
NLP for Counterspeech against Hate: A Survey and How-To Guide. 3480-3499 - Daniela Occhipinti, Serra Sinem Tekiroglu, Marco Guerini:
PRODIGy: a PROfile-based DIalogue Generation dataset. 3500-3514 - Piotr Molenda, Adian Liusie, Mark J. F. Gales:
WaterJudge: Quality-Detection Trade-off when Watermarking Large Language Models. 3515-3525 - Nan Xu, Fei Wang, Ben Zhou, Bangzheng Li, Chaowei Xiao, Muhao Chen:
Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking. 3526-3548 - Rita Ramos, Emanuele Bugliarello, Bruno Martins, Desmond Elliott:
PAELLA: Parameter-Efficient Lightweight Language-Agnostic Captioning Model. 3549-3564 - Nguyen Nguyen, Jing Bi, Ali Vosoughi, Yapeng Tian, Pooyan Fazli, Chenliang Xu:
OSCaR: Object State Captioning and State Change Representation. 3565-3576 - Raghuveer Thirukovalluru, Xiaolan Wang, Jun Chen, Shuyang Li, Jie Lei, Rong Jin, Bhuwan Dhingra:
SumCSE: Summary as a transformation for Contrastive Learning. 3577-3588 - Yanzhu Guo, Guokan Shang, Michalis Vazirgiannis, Chloé Clavel:
The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text. 3589-3604 - Hang Jiang, Xiajie Zhang, Xubo Cao, Cynthia Breazeal, Deb Roy, Jad Kabbara:
PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits. 3605-3627 - Hassan Hamad, Abhinav Kumar Thakur, Nijil Kolleri, Sujith Pulikodan, Keith M. Chugg:
FIRE: A Dataset for Financial Relation Extraction. 3628-3642 - Zihao Deng, Yinghao Ma, Yudong Liu, Rongchen Guo, Ge Zhang, Wenhu Chen, Wenhao Huang, Emmanouil Benetos:
MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response. 3643-3655 - Neeraj Varshney, Agneet Chatterjee, Mihir Parmar, Chitta Baral:
Investigating Acceleration of LLaMA Inference by Enabling Intermediate Layer Decoding via Instruction Tuning with 'LITE'. 3656-3677 - Shiyang Li, Jun Yan, Hai Wang, Zheng Tang, Xiang Ren, Vijay Srinivasan, Hongxia Jin:
Instruction-following Evaluation through Verbalizer Manipulation. 3678-3692 - Heyi Tao, Sethuraman TV, Michal Shlapentokh-Rothman, Tanmay Gupta, Heng Ji, Derek Hoiem:
WebWISE: Unlocking Web Interface Control for LLMs via Sequential Exploration. 3693-3711 - Zifeng Wang, Chun-Liang Li, Vincent Perot, Long T. Le, Jin Miao, Zizhao Zhang, Chen-Yu Lee, Tomas Pfister:
CodecLM: Aligning Language Models with Tailored Synthetic Data. 3712-3729 - Zefeng Lin, Weidong Chen, Yan Song, Yongdong Zhang:
Prompting Few-shot Multi-hop Question Generation via Comprehending Type-aware Semantics. 3730-3740 - Yanhong Li, Chenghao Yang, Allyson Ettinger:
When Hindsight is Not 20/20: Testing Limits on Reflective Thinking in Large Language Models. 3741-3753 - Chandra Kiran Reddy Evuru, Sreyan Ghosh, Sonal Kumar, Ramaneswaran S., Utkarsh Tyagi, Dinesh Manocha:
CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP. 3754-3769 - Giacomo Nebbia, Adriana Kovashka:
Synonym relations affect object detection learned on vision-language data. 3770-3776 - Xiang Li, FanBu FanBu, Ambuj Mehrish, Yingting Li, Jiale Han, Bo Cheng, Soujanya Poria:
CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models. 3777-3794 - Javad Rafiei Asl, Prajwal Panzade, Eduardo Blanco, Daniel Takabi, Zhipeng Cai:
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning. 3795-3809 - D. McKnight, Alona Fyshe:
Characterizing Human and Zero-Shot GPT-3.5 Object-Similarity Judgments. 3810-3828 - Wei He, Shichun Liu, Jun Zhao, Yiwen Ding, Yi Lu, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang:
Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models. 3829-3845 - Tianqing Fang, Zhaowei Wang, Wenxuan Zhou, Hongming Zhang, Yangqiu Song, Muhao Chen:
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning. 3846-3868 - Amir Pouran Ben Veyseh, Viet Lai, Chien Nguyen, Franck Dernoncourt, Thien Nguyen:
MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution. 3869-3880 - Wenxuan Zhang, Yue Deng, Bing Liu, Sinno Jialin Pan, Lidong Bing:
Sentiment Analysis in the Era of Large Language Models: A Reality Check. 3881-3906 - Mehdi Ali, Michael Fromm, Klaudia Thellmann, Richard Rutmann, Max Lübbering, Johannes Leveling, Katrin Klug, Jan Ebert, Niclas Doll, Jasper Schulze Buschhoff, Charvi Jain, Alexander Arno Weber, Lena Jurkschat, Hammam Abdelwahab, Chelsea John, Pedro Ortiz Suarez, Malte Ostendorff, Samuel Weinbach, Rafet Sifa, Stefan Kesselheim, Nicolas Flores-Herr:
Tokenizer Choice For LLM Training: Negligible or Crucial? 3907-3924 - Junkai Zhou, Liang Pang, Huawei Shen, Xueqi Cheng:
Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue. 3925-3951 - Victor Petrén Bach Hansen, Atula Tejaswi Neerkaje, Ramit Sawhney, Lucie Flek, Anders Søgaard:
The Impact of Differential Privacy on Group Disparity Mitigation. 3952-3965 - Shivam Mhaskar, Nirmesh Shah, Mohammadi Zaki, Ashishkumar P. Gudmalwar, Pankaj Wasnik, Rajiv Ratn Shah:
Isometric Neural Machine Translation using Phoneme Count Ratio Reward-based Reinforcement Learning. 3966-3976 - Prince Kumar, Srikanth Tamilselvam, Dinesh Garg:
Read between the lines - Functionality Extraction From READMEs. 3977-3990 - Zhaowei Wang, Haochen Shi, Weiqi Wang, Tianqing Fang, Hongming Zhang, Sehyun Choi, Xin Liu, Yangqiu Song:
AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph. 3991-4010 - Avishek Lahiri, Pratyay Sarkar, Medha Sen, Debarshi Kumar Sanyal, Imon Mukherjee:
Few-TK: A Dataset for Few-shot Scientific Typed Keyphrase Recognition. 4011-4025 - Jiazhan Feng, Ruochen Xu, Junheng Hao, Hiteshi Sharma, Yelong Shen, Dongyan Zhao, Weizhu Chen:
Language Models can be Deductive Solvers. 4026-4042 - Nikita Moghe, Patrick Xia, Jacob Andreas, Jason Eisner, Benjamin Van Durme, Harsh Jhamtani:
Interpreting User Requests in the Context of Natural Language Standing Instructions. 4043-4060 - Ruixiang Tang, Yu-Neng Chuang, Xuanting Cai, Mengnan Du, Xia Hu:
Secure Your Model: An Effective Key Prompt Protection Mechanism for Large Language Models. 4061-4073 - Jiashuo Sun, Yi Luo, Yeyun Gong, Chen Lin, Yelong Shen, Jian Guo, Nan Duan:
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models. 4074-4101 - Junyu Mao, Stuart E. Middleton, Mahesan Niranjan:
Do Prompt Positions Really Matter? 4102-4130 - Tianhua Zhang, Jiaxin Ge, Hongyin Luo, Yung-Sung Chuang, Mingye Gao, Yuan Gong, Yoon Kim, Xixin Wu, Helen Meng, Jim Glass:
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning. 4131-4155 - Syeda Sabrina Akter, Antonios Anastasopoulos:
A Study on Scaling Up Multilingual News Framing Analysis. 4156-4173 - Minh-Nam Tran, Phu-Vinh Nguyen, Long Nguyen, Dien Dinh:
ViGLUE: A Vietnamese General Language Understanding Benchmark and Analysis of Vietnamese Language Models. 4174-4189 - Lucas E. Resck, Marcos M. Raimundo, Jorge Poco:
Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales. 4190-4216 - Tong Su, Xin Peng, Sarubi Thillainathan, David Guzmán, Surangika Ranathunga, En-Shiun Annie Lee:
Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation. 4217-4225 - Archiki Prasad, Alexander Koller, Mareike Hartmann, Peter Clark, Ashish Sabharwal, Mohit Bansal, Tushar Khot:
ADaPT: As-Needed Decomposition and Planning with Language Models. 4226-4252 - Dayeon Ki, Marine Carpuat:
Guiding Large Language Models to Post-Edit Machine Translation with Error Annotations. 4253-4273 - Duccio Pappadopulo, Marco Farina:
Non-contrastive sentence representations via self-supervision. 4274-4284 - Michael Ogezi, Bradley Hauer, Grzegorz Kondrak:
Semantically-Prompted Language Models Improve Visual Descriptions. 4285-4302 - Ruotong Liao, Xu Jia, Yangzhe Li, Yunpu Ma, Volker Tresp:
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models. 4303-4317 - Jiaoda Li, Jennifer C. White, Mrinmaya Sachan, Ryan Cotterell:
A Transformer with Stack Attention. 4318-4335 - Anirudh Ajith, Chris Pan, Mengzhou Xia, Ameet Deshpande, Karthik Narasimhan:
InstructEval: Systematic Evaluation of Instruction Selection Methods. 4336-4350 - Yancheng Wang, Ziyan Jiang, Zheng Chen, Fan Yang, Yingxue Zhou, Eunah Cho, Xing Fan, Yanbin Lu, Xiaojiang Huang, Yingzhen Yang:
RecMind: Large Language Model Powered Agent For Recommendation. 4351-4364 - Mohsen Gholami, Mohammad Akbari, Tianxi Hu, Vaden Masrani, Z. Wang, Yong Zhang:
GOLD: Generalized Knowledge Distillation via Out-of-Distribution-Guided Language Data Generation. 4365-4380 - Harsh Kohli, Helian Feng, Nicholas Dronen, Calvin McCarter, Sina Moeini, Ali Kebarighotbi:
How Lexical is Bilingual Lexicon Induction? 4381-4386 - Wei-Rui Chen, Ife Adebara, Khai Duy Doan, Qisheng Liao, Muhammad Abdul-Mageed:
Fumbling in Babel: An Investigation into ChatGPT's Language Identification Ability. 4387-4413 - Sijia Wang, Lifu Huang:
Targeted Augmentation for Low-Resource Event Extraction. 4414-4428 - Sedrick Keh, Justin T. Chiu, Daniel Fried:
Asking More Informative Questions for Grounded Retrieval. 4429-4442 - Marzieh S. Tahaei, Aref Jafari, Ahmad Rashid, David Alfonso-Hermelo, Khalil Bibi, Yimeng Wu, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh:
Efficient Citer: Tuning Large Language Models for Enhanced Answer Quality and Verification. 4443-4450 - Sean Xie, Saeed Hassanpour, Soroush Vosoughi:
Addressing Healthcare-related Racial and LGBTQ+ Biases in Pretrained Language Models. 4451-4464 - Xiaohan Lin, Qingxing Cao, Yinya Huang, Zhicheng Yang, Zhengying Liu, Zhenguo Li, Xiaodan Liang:
ATG: Benchmarking Automated Theorem Generation for Generative Language Models. 4465-4480 - Yixin Liu, Alexander R. Fabbri, Jiawen Chen, Yilun Zhao, Simeng Han, Shafiq Joty, Pengfei Liu, Dragomir Radev, Chien-Sheng Wu, Arman Cohan:
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization. 4481-4501 - Phillip Howard, Junlin Wang, Vasudev Lal, Gadi Singer, Yejin Choi, Swabha Swayamdipta:
NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge. 4502-4520 - Fangxu Yu, Junjie Guo, Zhen Wu, Xinyu Dai:
Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation. 4521-4534 - Shicheng Liu, Jialiang Xu, Wesley Tjangnaka, Sina J. Semnani, Chen Jie Yu, Monica Lam:
SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models. 4535-4555 - Linyong Nan, Ellen Zhang, Weijin Zou, Yilun Zhao, Wenfei Zhou, Arman Cohan:
On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering. 4556-4579 - Aakanksha Naik, Bailey Kuehl, Erin Bransom, Doug Downey, Tom Hope:
CARE: Extracting Experimental Findings From Clinical Literature. 4580-4596 - Rui Wang, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan A. Rossi, Handong Zhao, Junda Wu, Subrata Mitra, Lina Yao, Ricardo Henao:
Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning. 4597-4612 - Shasha Guo, Lizi Liao, Jing Zhang, Yanling Wang, Cuiping Li, Hong Chen:
SGSH: Stimulate Large Language Models with Skeleton Heuristics for Knowledge Base Question Generation. 4613-4625 - Andrey Sakhovskiy, Natalia Semenova, Artur Kadurin, Elena Tutubalina:
Biomedical Entity Representation with Graph-Augmented Multi-Objective Transformer. 4626-4643 - Thang Le:
Cross-Lingual Summarization with Pseudo-Label Regularization. 4644-4677 - Priyanshu Priya, Gopendra Vikram Singh, Mauajama Firdaus, Jyotsna Agrawal, Asif Ekbal:
On the Way to Gentle AI Counselor: Politeness Cause Elicitation and Intensity Tagging in Code-mixed Hinglish Conversations for Social Good. 4678-4696 - Aleksei Artemiev, Daniil Parinov, Alexey Grishanov, Ivan Borisov, Alexey Vasilev, Daniil Muravetskii, Aleksey Rezvykh, Aleksei Goncharov, Andrey Savchenko:
Leveraging Summarization for Unsupervised Dialogue Topic Segmentation. 4697-4704 - Yicheng Feng, Yuxuan Wang, Jiazheng Liu, Sipeng Zheng, Zongqing Lu:
LLaMA-Rider: Spurring Large Language Models to Explore the Open World. 4705-4724 - Kyungmin Park, Sihyun Oh, Daehyun Kim, Juae Kim:
Contrastive Learning as a Polarizer: Mitigating Gender Bias by Fair and Biased sentences. 4725-4736 - Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma, Jens Grossklags, Mario Fritz:
PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics. 4737-4751 - Juraj Vladika, Florian Matthes:
Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval. 4752-4763 - Anna Langedijk, Hosein Mohebbi, Gabriele Sarti, Willem H. Zuidema, Jaap Jumelet:
DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers. 4764-4780
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