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NAACL 2024: Mexico City, Mexico - Short Papers
- Kevin Duh, Helena Gómez-Adorno, Steven Bethard:
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, NAACL 2024, Mexico City, Mexico, June 16-21, 2024. Association for Computational Linguistics 2024, ISBN 979-8-89176-115-5 - Anshuman Chhabra, Hadi Askari, Prasant Mohapatra:
Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position Bias. 1-11 - Xiangru Tang, Yiming Zong, Jason Phang, Yilun Zhao, Wangchunshu Zhou, Arman Cohan, Mark Gerstein:
Struc-Bench: Are Large Language Models Good at Generating Complex Structured Tabular Data? 12-34 - Zeyu Zhang, Egoitz Laparra, Steven Bethard:
Improving Toponym Resolution by Predicting Attributes to Constrain Geographical Ontology Entries. 35-44 - Ting-Han Fan, Ta-Chung Chi, Alexander Rudnicky:
Advancing Regular Language Reasoning in Linear Recurrent Neural Networks. 45-53 - Roy Xie, Orevaoghene Ahia, Yulia Tsvetkov, Antonios Anastasopoulos:
Extracting Lexical Features from Dialects via Interpretable Dialect Classifiers. 54-69 - Ge Bai, Chenji Lu, Daichi Guo, Shilong Li, Ying Liu, Zhang Zhang, Guanting Dong, Ruifang Liu, Yong Sun:
Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt Learning. 70-78 - Shilong Li, Ge Bai, Zhang Zhang, Ying Liu, Chenji Lu, Daichi Guo, Ruifang Liu, Yong Sun:
Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation Extraction. 79-85 - Bei Xu, Yifan Xu:
Personalized Review Recommendation based on Implicit dimension mining. 86-91 - Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier:
Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence. 92-100 - Anneliese Brei, Chao Zhao, Snigdha Chaturvedi:
Returning to the Start: Generating Narratives with Related Endpoints. 101-112 - Nicolas Ong, Hassan Shavarani, Anoop Sarkar:
Unified Examination of Entity Linking in Absence of Candidate Sets. 113-123 - Daryna Dementieva, Nikolay Babakov, Alexander Panchenko:
MultiParaDetox: Extending Text Detoxification with Parallel Data to New Languages. 124-140 - Fangwei Ou, Jinan Xu:
SKICSE: Sentence Knowable Information Prompted by LLMs Improves Contrastive Sentence Embeddings. 141-146 - Jaylen Jones, Lingbo Mo, Eric Fosler-Lussier, Huan Sun:
A Multi-Aspect Framework for Counter Narrative Evaluation using Large Language Models. 147-168 - Harmon Bhasin, Timothy Ossowski, Yiqiao Zhong, Junjie Hu:
How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes. 169-187 - Crystina Zhang, Minghan Li, Jimmy Lin:
CELI: Simple yet Effective Approach to Enhance Out-of-Domain Generalization of Cross-Encoders. 188-196 - Junggeun Do, Jaeseong Lee, Seung-won Hwang:
ContrastiveMix: Overcoming Code-Mixing Dilemma in Cross-Lingual Transfer for Information Retrieval. 197-204 - Vikas Raunak, Tom Kocmi, Matt Post:
SLIDE: Reference-free Evaluation for Machine Translation using a Sliding Document Window. 205-211 - Xiyuan Zou, Yiran Li, Ian Porada, Jackie C. K. Cheung:
Separately Parameterizing Singleton Detection Improves End-to-end Neural Coreference Resolution. 212-219 - Sindhu Kishore, Hangfeng He:
Unveiling Divergent Inductive Biases of LLMs on Temporal Data. 220-228 - Ting-Rui Chiang, Xinyan Yu, Joshua Robinson, Ollie Liu, Isabelle Lee, Dani Yogatama:
On Retrieval Augmentation and the Limitations of Language Model Training. 229-238 - Kang Zhou, Yuepei Li, Qing Wang, Qiao Qiao, Qi Li:
GenDecider: Integrating "None of the Candidates" Judgments in Zero-Shot Entity Linking Re-ranking. 239-245 - Jiabao Ji, Bairu Hou, Zhen Zhang, Guanhua Zhang, Wenqi Fan, Qing Li, Yang Zhang, Gaowen Liu, Sijia Liu, Shiyu Chang:
Advancing the Robustness of Large Language Models through Self-Denoised Smoothing. 246-257 - Vishnu Sashank Dorbala, Sanjoy Chowdhury, Dinesh Manocha:
Can LLM's Generate Human-Like Wayfinding Instructions? Towards Platform-Agnostic Embodied Instruction Synthesis. 258-271 - Marcel Nawrath, Agnieszka Nowak, Tristan Ratz, Danilo C. Walenta, Juri Opitz, Leonardo F. R. Ribeiro, João Sedoc, Daniel Deutsch, Simon Mille, Yixin Liu, Sebastian Gehrmann, Lining Zhang, Saad Mahamood, Miruna Clinciu, Khyathi Raghavi Chandu, Yufang Hou:
On the Role of Summary Content Units in Text Summarization Evaluation. 272-281 - David Samuel, Lucas Georges Gabriel Charpentier, Sondre Wold:
More room for language: Investigating the effect of retrieval on language models. 282-305 - Akash Kumar Gautam, Lukas Lange, Jannik Strötgen:
Discourse-Aware In-Context Learning for Temporal Expression Normalization. 306-315 - Darshan Deshpande, Zhivar Sourati, Filip Ilievski, Fred Morstatter:
Contextualizing Argument Quality Assessment with Relevant Knowledge. 316-326 - Kolby Nottingham, Yasaman Razeghi, Kyungmin Kim, JB Lanier, Pierre Baldi, Roy Fox, Sameer Singh:
Selective Perception: Learning Concise State Descriptions for Language Model Actors. 327-341 - Suzanne Petryk, David M. Chan, Anish Kachinthaya, Haodi Zou, John F. Canny, Joseph Gonzalez, Trevor Darrell:
ALOHa: A New Measure for Hallucination in Captioning Models. 342-357 - Honglei Zhuang, Zhen Qin, Kai Hui, Junru Wu, Le Yan, Xuanhui Wang, Michael Bendersky:
Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels. 358-370 - Zhao Zhang, Yiming Li, Jin Zhang, Hui Xu:
LLM-Driven Knowledge Injection Advances Zero-Shot and Cross-Target Stance Detection. 371-378 - Shadi Iskander, Kira Radinsky, Yonatan Belinkov:
Leveraging Prototypical Representations for Mitigating Social Bias without Demographic Information. 379-390 - Guangyu Yang, Jinghong Chen, Weizhe Lin, Bill Byrne:
Direct Preference Optimization for Neural Machine Translation with Minimum Bayes Risk Decoding. 391-398 - Raja Sekhar Reddy Mekala, Yasaman Razeghi, Sameer Singh:
EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning. 399-432 - Shabnam Behzad, Omid Kashefi, Swapna Somasundaran:
LEAF: Language Learners' English Essays and Feedback Corpus. 433-442 - Abteen Ebrahimi, Katharina von der Wense:
Zero-Shot vs. Translation-Based Cross-Lingual Transfer: The Case of Lexical Gaps. 443-458 - Atsumoto Ohashi, Ukyo Honda, Tetsuro Morimura, Yuu Jinnai:
On the True Distribution Approximation of Minimum Bayes-Risk Decoding. 459-468 - Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze:
Rehearsal-Free Modular and Compositional Continual Learning for Language Models. 469-480 - Ilias Chalkidis, Stephanie Brandl:
Llama meets EU: Investigating the European political spectrum through the lens of LLMs. 481-498 - Benjamin Hsu, Xiaoyu Liu, Huayang Li, Yoshinari Fujinuma, Maria Nadejde, Xing Niu, Ron Litman, Yair Kittenplon, Raghavendra Reddy Pappagari:
M3T: A New Benchmark Dataset for Multi-Modal Document-Level Machine Translation. 499-507 - Jinghong Chen, Weizhe Lin, Jingbiao Mei, Bill Byrne:
Control-DAG: Constrained Decoding for Non-Autoregressive Directed Acyclic T5 using Weighted Finite State Automata. 508-518 - Sonal Kumar, Sreyan Ghosh, S. Sakshi, Utkarsh Tyagi, Dinesh Manocha:
Do Vision-Language Models Understand Compound Nouns? 519-527 - Minji Jung, Soyeon Park, Jeewoo Sul, Yong Suk Choi:
Is Prompt Transfer Always Effective? An Empirical Study of Prompt Transfer for Question Answering. 528-539 - Georgios Pantazopoulos, Alessandro Suglia, Oliver Lemon, Arash Eshghi:
Lost in Space: Probing Fine-grained Spatial Understanding in Vision and Language Resamplers. 540-549 - Julen Etxaniz, Gorka Azkune, Aitor Soroa, Oier Lopez de Lacalle, Mikel Artetxe:
Do Multilingual Language Models Think Better in English? 550-564 - Dong Yuan, Eti Rastogi, Gautam Naik, Sree Prasanna Rajagopal, Sagar Goyal, Fen Zhao, Bharath Chintagunta, Jeff Ward:
A Continued Pretrained LLM Approach for Automatic Medical Note Generation. 565-571 - Michael Saxon, Yiran Luo, Sharon Levy, Chitta Baral, Yezhou Yang, William Yang Wang:
Lost in Translation? Translation Errors and Challenges for Fair Assessment of Text-to-Image Models on Multilingual Concepts. 572-582 - Tingyu Xie, Qi Li, Yan Zhang, Zuozhu Liu, Hongwei Wang:
Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models. 583-593 - Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty:
Lifelong Event Detection with Embedding Space Separation and Compaction. 594-602 - Smriti Singh, Cornelia Caragea, Junyi Jessy Li:
Language Models (Mostly) Do Not Consider Emotion Triggers When Predicting Emotion. 603-614 - Ming Jiang, Mansi Joshi:
CPopQA: Ranking Cultural Concept Popularity by LLMs. 615-630 - Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao:
The Impact of Language on Arithmetic Proficiency: A Multilingual Investigation with Cross-Agent Checking Computation. 631-637 - Philipp Borchert, Jochen De Weerdt, Marie-Francine Moens:
Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning. 638-646 - Felix Leeb, Bernhard Schölkopf:
A diverse Multilingual News Headlines Dataset from around the World. 647-652 - Evgeniia Tokarchuk, Vlad Niculae:
The Unreasonable Effectiveness of Random Target Embeddings for Continuous-Output Neural Machine Translation. 653-662 - Yassir Fathullah, Mark J. F. Gales:
Efficient Sample-Specific Encoder Perturbations. 663-671 - Nuredin Ali Abdelkadir, Charles Zhang, Ned Mayo, Stevie Chancellor:
Diverse Perspectives, Divergent Models: Cross-Cultural Evaluation of Depression Detection on Twitter. 672-680 - Qiusi Zhan, Richard Fang, Rohan Bindu, Akul Gupta, Tatsunori Hashimoto, Daniel Kang:
Removing RLHF Protections in GPT-4 via Fine-Tuning. 681-687 - Minbeom Kim, Jahyun Koo, Hwanhee Lee, Joonsuk Park, Hwaran Lee, Kyomin Jung:
LifeTox: Unveiling Implicit Toxicity in Life Advice. 688-698 - Xiaocheng Yang, Bingsen Chen, Yik-Cheung Tam:
Arithmetic Reasoning with LLM: Prolog Generation & Permutation. 699-710 - Kotaro Aono, Ryohei Sasano, Koichi Takeda:
Verifying Claims About Metaphors with Large-Scale Automatic Metaphor Identification. 711-719 - Kevin Scaria, Himanshu Gupta, Siddharth Goyal, Saurabh Arjun Sawant, Swaroop Mishra, Chitta Baral:
InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis. 720-736 - Yury Zemlyanskiy, Michiel de Jong, Luke Vilnis, Santiago Ontañón, William W. Cohen, Sumit Sanghai, Joshua Ainslie:
MEMORY-VQ: Compression for Tractable Internet-Scale Memory. 737-744 - Zizhong Li, Haopeng Zhang, Jiawei Zhang:
Unveiling the Magic: Investigating Attention Distillation in Retrieval-Augmented Generation. 745-754 - Ahmed Elhady, Khaled Mostafa Elsayed, Eneko Agirre, Mikel Artetxe:
Improving Factuality in Clinical Abstractive Multi-Document Summarization by Guided Continued Pre-training. 755-761 - Constanza Fierro, Nicolas Garneau, Emanuele Bugliarello
, Yova Kementchedjhieva, Anders Søgaard:
MuLan: A Study of Fact Mutability in Language Models. 762-771 - Vladimir Solovyev, Danni Liu, Jan Niehues:
Language-Independent Representations Improve Zero-Shot Summarization. 772-782 - Weijia Shi, Xiaochuang Han, Mike Lewis, Yulia Tsvetkov, Luke Zettlemoyer, Wen-tau Yih:
Trusting Your Evidence: Hallucinate Less with Context-aware Decoding. 783-791 - Christopher Clarke, Roland Daynauth, Jason Mars, Charlene Wilkinson, Hubert Devonish:
GuyLingo: The Republic of Guyana Creole Corpora. 792-798 - Marko Veljanovski, Zach Wood-Doughty:
DoubleLingo: Causal Estimation with Large Language Models. 799-807 - Michail Mitsios, Georgios Vamvoukakis, Georgia Maniati, Nikolaos Ellinas, Georgios Dimitriou, Konstantinos Markopoulos, Panos Kakoulidis
Improved Text Emotion Prediction Using Combined Valence and Arousal Ordinal Classification. 808-813 - Emil Kalbaliyev, Kairit Sirts:
On Narrative Question Answering Skills. 814-820 - Abhilash Nandy, Yash Kulkarni, Pawan Goyal, Niloy Ganguly:
Order-Based Pre-training Strategies for Procedural Text Understanding. 821-828 - Yotam Intrator, Matan Halfon, Roman Goldenberg, Reut Tsarfaty, Matan Eyal, Ehud Rivlin, Yossi Matias, Natalia Aizenberg:
Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications? 829-844
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