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18th EACL 2024: St. Julian's, Malta - Volume 1: Long Papers
- Yvette Graham, Matthew Purver:
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2024 - Volume 1: Long Papers, St. Julian's, Malta, March 17-22, 2024. Association for Computational Linguistics 2024, ISBN 979-8-89176-088-2 - Xin Quan, Marco Valentino, Louise A. Dennis, André Freitas:
Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement. 1-22 - Marco Valentino, Danilo S. Carvalho, André Freitas:
Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions. 23-34 - Nathan Godey, Éric Villemonte de la Clergerie, Benoît Sagot:
Anisotropy Is Inherent to Self-Attention in Transformers. 35-48 - Dor Muhlgay, Ori Ram, Inbal Magar, Yoav Levine, Nir Ratner, Yonatan Belinkov, Omri Abend, Kevin Leyton-Brown, Amnon Shashua, Yoav Shoham:
Generating Benchmarks for Factuality Evaluation of Language Models. 49-66 - Simone Balloccu, Patrícia Schmidtová, Mateusz Lango, Ondrej Dusek:
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs. 67-93 - Danna Zheng, Mirella Lapata, Jeff Z. Pan:
Archer: A Human-Labeled Text-to-SQL Dataset with Arithmetic, Commonsense and Hypothetical Reasoning. 94-111 - Yining Lu, Haoping Yu, Daniel Khashabi:
GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution. 112-138 - Adian Liusie, Potsawee Manakul, Mark J. F. Gales:
LLM Comparative Assessment: Zero-shot NLG Evaluation through Pairwise Comparisons using Large Language Models. 139-151 - Mathieu Ravaut, Hao Zhang, Lu Xu, Aixin Sun, Yong Liu:
Parameter-Efficient Conversational Recommender System as a Language Processing Task. 152-165 - Li Zhang, Hainiu Xu, Abhinav Kommula, Chris Callison-Burch, Niket Tandon:
OpenPI2.0: An Improved Dataset for Entity Tracking in Texts. 166-178 - Andrew Lee, Jonathan K. Kummerfeld, Lawrence C. An, Rada Mihalcea:
A Comparative Multidimensional Analysis of Empathetic Systems. 179-189 - Mingda Chen, Xilun Chen, Wen-tau Yih:
Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering. 190-208 - Zonglin Yang, Li Dong, Xinya Du, Hao Cheng, Erik Cambria, Xiaodong Liu, Jianfeng Gao, Furu Wei:
Language Models as Inductive Reasoners. 209-225 - David Ifeoluwa Adelani, Hannah Liu, Xiaoyu Shen, Nikita Vassilyev, Jesujoba O. Alabi, Yanke Mao, Haonan Gao, En-Shiun Annie Lee:
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects. 226-245 - Zhilu Zhang, Procheta Sen, Zimu Wang, Ruoyu Sun, Zhengyong Jiang, Jionglong Su:
FinBPM: A Framework for Portfolio Management-based Financial Investor Behavior Perception Model. 246-257 - Alberto Testoni, Raquel Fernández:
Asking the Right Question at the Right Time: Human and Model Uncertainty Guidance to Ask Clarification Questions. 258-275 - Luke Bates, Iryna Gurevych:
Like a Good Nearest Neighbor: Practical Content Moderation and Text Classification. 276-297 - Fajri Koto, Tilman Beck, Zeerak Talat, Iryna Gurevych, Timothy Baldwin:
Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon. 298-320 - Zihao Meng, Tao Liu, Heng Zhang, Kai Feng, Peng Zhao:
CEAN: Contrastive Event Aggregation Network with LLM-based Augmentation for Event Extraction. 321-333 - Danni Liu, Jan Niehues:
How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models? 334-348 - William Gantt, Shabnam Behzad, Hannah Youngeun An, Yunmo Chen, Aaron Steven White, Benjamin Van Durme, Mahsa Yarmohammadi:
MultiMUC: Multilingual Template Filling on MUC-4. 349-368 - Francesco Cazzaro, Davide Locatelli, Ariadna Quattoni:
Align and Augment: Generative Data Augmentation for Compositional Generalization. 369-383 - Ömer Veysel Çagatan:
UNSEE: Unsupervised Non-contrastive Sentence Embeddings. 384-393 - Kinjal Basu, Keerthiram Murugesan, Subhajit Chaudhury, Murray Campbell, Kartik Talamadupula, Tim Klinger:
EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning. 394-405 - Fabian Retkowski, Alexander Waibel:
From Text Segmentation to Smart Chaptering: A Novel Benchmark for Structuring Video Transcriptions. 406-419 - Negar Arabzadeh, Charles L. A. Clarke:
Fréchet Distance for Offline Evaluation of Information Retrieval Systems with Sparse Labels. 420-431 - Erik Arakelyan, Zhaoqi Liu, Isabelle Augenstein:
Semantic Sensitivities and Inconsistent Predictions: Measuring the Fragility of NLI Models. 432-444 - Ekaterina Artemova, Verena Blaschke, Barbara Plank:
Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German Varieties. 445-468 - Simeng Sun, Yang Liu, Shuohang Wang, Dan Iter, Chenguang Zhu, Mohit Iyyer:
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents. 469-486 - Ahmed Abdelali, Hamdy Mubarak, Shammur Absar Chowdhury, Maram Hasanain, Basel Mousi, Sabri Boughorbel, Samir Abdaljalil, Yassine El Kheir, Daniel Izham, Fahim Dalvi, Majd Hawasly, Nizi Nazar, Yousseif Elshahawy, Ahmed Ali, Nadir Durrani, Natasa Milic-Frayling, Firoj Alam:
LAraBench: Benchmarking Arabic AI with Large Language Models. 487-520 - Taehun Cha, Donghun Lee:
SentenceLDA: Discriminative and Robust Document Representation with Sentence Level Topic Model. 521-538 - Jiachen Lian, Gopala Anumanchipalli:
Towards Hierarchical Spoken Language Disfluency Modeling. 539-551 - Aly M. Kassem, Sherif Saad:
Finding a Needle in the Adversarial Haystack: A Targeted Paraphrasing Approach For Uncovering Edge Cases with Minimal Distribution Distortion. 552-572 - Divya Jyoti Bajpai, Ayush Maheshwari, Manjesh Kumar Hanawal, Ganesh Ramakrishnan:
FAIR: Filtering of Automatically Induced Rules. 573-588 - Mike Zhang, Rob van der Goot, Min-Yen Kan, Barbara Plank:
NNOSE: Nearest Neighbor Occupational Skill Extraction. 589-608 - Naganand Yadati:
GAINER: Graph Machine Learning with Node-specific Radius for Classification of Short Texts and Documents. 609-626 - Prachi Jain, Ashutosh Sathe, Varun Gumma, Kabir Ahuja, Sunayana Sitaram:
MAFIA: Multi-Adapter Fused Inclusive Language Models. 627-645 - Laurie Burchell, Alexandra Birch, Robert P. Thompson, Kenneth Heafield:
Code-Switched Language Identification is Harder Than You Think. 646-658 - Ruohong Zhang, Yau-Shian Wang, Yiming Yang:
Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM. 659-673 - Adam Wiemerslage, Kyle Gorman, Katharina von der Wense:
Quantifying the Hyperparameter Sensitivity of Neural Networks for Character-level Sequence-to-Sequence Tasks. 674-689 - Kathleen C. Fraser, Svetlana Kiritchenko:
Examining Gender and Racial Bias in Large Vision-Language Models Using a Novel Dataset of Parallel Images. 690-713 - Quyet V. Do, Tianqing Fang, Shizhe Diao, Zhaowei Wang, Yangqiu Song:
ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases. 714-731 - Kyle Gorman, Cyril Allauzen:
A* shortest string decoding for non-idempotent semirings. 732-739 - Minghao Wu, Yufei Wang, George F. Foster, Lizhen Qu, Gholamreza Haffari:
Importance-Aware Data Augmentation for Document-Level Neural Machine Translation. 740-752 - Shira Wein, Nathan Schneider:
Lost in Translationese? Reducing Translation Effect Using Abstract Meaning Representation. 753-765 - Sagi Shaier, Kevin Bennett, Lawrence Hunter, Katharina von der Wense:
Comparing Template-based and Template-free Language Model Probing. 766-776 - Sagi Shaier, Lawrence Hunter, Katharina von der Wense:
Desiderata For The Context Use Of Question Answering Systems. 777-792 - Majd Hawasly, Fahim Dalvi, Nadir Durrani:
Scaling up Discovery of Latent Concepts in Deep NLP Models. 793-806 - Myra Cheng, Kristina Gligoric, Tiziano Piccardi, Dan Jurafsky:
AnthroScore: A Computational Linguistic Measure of Anthropomorphism. 807-825 - Steven Bird, Dean Yibarbuk:
Centering the Speech Community. 826-839 - Zongxia Li, Andrew Mao, Daniel Stephens, Pranav Goel, Emily Walpole, Alden Dima, Juan Fung, Jordan L. Boyd-Graber:
Improving the TENOR of Labeling: Re-evaluating Topic Models for Content Analysis. 840-859 - Surangika Ranathunga, Nisansa de Silva, Menan Velayuthan, Aloka Fernando, Charitha Rathnayake:
Quality Does Matter: A Detailed Look at the Quality and Utility of Web-Mined Parallel Corpora. 860-880 - Prawaal Sharma, Poonam Goyal, Vidisha Sharma, Navneet Goyal:
VOLTAGE: A Versatile Contrastive Learning based OCR Methodology for ultra low-resource scripts through Auto Glyph Feature Extraction. 881-899 - Niklas Stoehr, Pengxiang Cheng, Jing Wang, Daniel Preotiuc-Pietro, Rajarshi Bhowmik:
Unsupervised Contrast-Consistent Ranking with Language Models. 900-914 - Jongyoon Song, Nohil Park, Bongkyu Hwang, Jaewoong Yun, Seongho Joe, Youngjune Gwon, Sungroh Yoon:
Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models. 915-929 - Prince Jha, Krishanu Maity, Raghav Jain, Apoorv Verma, Sriparna Saha, Pushpak Bhattacharyya:
Meme-ingful Analysis: Enhanced Understanding of Cyberbullying in Memes Through Multimodal Explanations. 930-943 - Minghao Wu, Abdul Waheed, Chiyu Zhang, Muhammad Abdul-Mageed, Alham Fikri Aji:
LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions. 944-964 - V. S. D. S. Mahesh Akavarapu, Arnab Bhattacharya:
Automated Cognate Detection as a Supervised Link Prediction Task with Cognate Transformer. 965-975 - Kaiyan Zhao, Qiyu Wu, Xin-Qiang Cai, Yoshimasa Tsuruoka:
Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding. 976-991 - Neele Falk, Eva Maria Vecchi, Iman Jundi, Gabriella Lapesa:
Moderation in the Wild: Investigating User-Driven Moderation in Online Discussions. 992-1013 - Kurt Micallef, Nizar Habash, Claudia Borg
, Fadhl Eryani, Houda Bouamor:
Cross-Lingual Transfer from Related Languages: Treating Low-Resource Maltese as Multilingual Code-Switching. 1014-1025 - Tzuf Paz-Argaman, John Palowitch, Sayali Kulkarni, Jason Baldridge, Reut Tsarfaty:
Where Do We Go From Here? Multi-scale Allocentric Relational Inferencefrom Natural Spatial Descriptions. 1026-1040 - Nannan Huang, Haytham Fayek, Xiuzhen Zhang:
Bias in Opinion Summarisation from Pre-training to Adaptation: A Case Study in Political Bias. 1041-1055 - Jan Buchmann, Max Eichler, Jan-Micha Bodensohn, Ilia Kuznetsov, Iryna Gurevych:
Document Structure in Long Document Transformers. 1056-1073 - Wenyan Li, Jonas F. Lotz, Chen Qiu, Desmond Elliott:
The Role of Data Curation in Image Captioning. 1074-1088 - Peter Viechnicki, Kevin Duh, Anthony Kostacos, Barbara Landau:
Large-Scale Bitext Corpora Provide New Evidence for Cognitive Representations of Spatial Terms. 1089-1099 - Debjit Paul, Mete Ismayilzada, Maxime Peyrard, Beatriz Borges
REFINER: Reasoning Feedback on Intermediate Representations. 1100-1126 - Anthony Sicilia, Jennifer C. Gates, Malihe Alikhani:
HumBEL: A Human-in-the-Loop Approach for Evaluating Demographic Factors of Language Models in Human-Machine Conversations. 1127-1143 - Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari:
LOCOST: State-Space Models for Long Document Abstractive Summarization. 1144-1159 - Sahar Sadrizadeh, Ljiljana Dolamic, Pascal Frossard:
A Classification-Guided Approach for Adversarial Attacks against Neural Machine Translation. 1160-1177 - Irina Saparina, Mirella Lapata:
Improving Generalization in Semantic Parsing by Increasing Natural Language Variation. 1178-1193 - Fenia Christopoulou, Guchun Zhang, Gerasimos Lampouras:
Text-to-Code Generation with Modality-relative Pre-training. 1194-1208 - Agnes Luhtaru, Elizaveta Korotkova, Mark Fishel:
No Error Left Behind: Multilingual Grammatical Error Correction with Pre-trained Translation Models. 1209-1222 - Yang Liu:
Quantifying Stereotypes in Language. 1223-1240 - Andrew Brown, Jiading Zhu, Mohamed Abdelwahab, Alec Dong, Cindy Wang, Jonathan Rose:
Generation, Distillation and Evaluation of Motivational Interviewing-Style Reflections with a Foundational Language Model. 1241-1252 - Frank Palma Gomez, Alla Rozovskaya:
Multi-Reference Benchmarks for Russian Grammatical Error Correction. 1253-1270 - Diogo Glória-Silva, Rafael Ferreira, Diogo Tavares, David Semedo, João Magalhães:
Plan-Grounded Large Language Models for Dual Goal Conversational Settings. 1271-1292 - Huy Nghiem, Umang Gupta, Fred Morstatter:
"Define Your Terms" : Enhancing Efficient Offensive Speech Classification with Definition. 1293-1309 - Thinh Phuoc Ngo, Khoa Tran Anh Dang, Son T. Luu
VlogQA: Task, Dataset, and Baseline Models for Vietnamese Spoken-Based Machine Reading Comprehension. 1310-1324 - Samraj Moorjani, Adit Krishnan, Hari Sundaram:
CEV-LM: Controlled Edit Vector Language Model for Shaping Natural Language Generations. 1325-1340 - Aswin Suresh, Chi-Hsuan Wu, Matthias Grossglauser:
It's All Relative: Learning Interpretable Models for Scoring Subjective Bias in Documents from Pairwise Comparisons. 1341-1353 - Vidit Jain, Mukund Rungta, Yuchen Zhuang, Yue Yu, Zeyu Wang, Mu Gao, Jeffrey Skolnick, Chao Zhang:
HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification. 1354-1368 - Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Chenxi Whitehouse, Osama Mohammed Afzal, Tarek Mahmoud, Toru Sasaki, Thomas Arnold, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov:
M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection. 1369-1407 - Danit Yshaayahu Levi, Reut Tsarfaty:
A Truly Joint Neural Architecture for Segmentation and Parsing. 1408-1420 - Thanh-Nhi Nguyen, Thanh-Phong Le, Kiet Nguyen:
ViLexNorm: A Lexical Normalization Corpus for Vietnamese Social Media Text. 1421-1437 - Kun Zhou, Yifan Li, Xin Zhao, Ji-Rong Wen:
Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive Text Generation. 1438-1451 - Alexander Chernyavskiy, Dmitry Ilvovsky, Preslav Nakov:
Unleashing the Power of Discourse-Enhanced Transformers for Propaganda Detection. 1452-1462 - Tobias Mayer, Neha Warikoo, Amir Eliassaf, Dana Atzil-Slonim, Iryna Gurevych:
Predicting Client Emotions and Therapist Interventions in Psychotherapy Dialogues. 1463-1477 - Yassir Fathullah, Puria Radmard, Adian Liusie, Mark J. F. Gales:
Who Needs Decoders? Efficient Estimation of Sequence-Level Attributes with Proxies. 1478-1496 - Yihua Zhu, Hidetoshi Shimodaira:
3D Rotation and Translation for Hyperbolic Knowledge Graph Embedding. 1497-1515 - Yong Cao, Ruixue Ding, Boli Chen, Xianzhi Li, Min Chen, Daniel Hershcovich, Pengjun Xie, Fei Huang:
Geo-Encoder: A Chunk-Argument Bi-Encoder Framework for Chinese Geographic Re-Ranking. 1516-1530 - Wei-Yao Wang, Yu-Chieh Chang, Wen-Chih Peng:
Style-News: Incorporating Stylized News Generation and Adversarial Verification for Neural Fake News Detection. 1531-1541 - Xianghe Ma, Michael Strube, Wei Zhao:
Graph-based Clustering for Detecting Semantic Change Across Time and Languages. 1542-1561 - Haoqiang Kang, Terra Blevins, Luke Zettlemoyer:
Translate to Disambiguate: Zero-shot Multilingual Word Sense Disambiguation with Pretrained Language Models. 1562-1575 - Rajan Vivek, Kawin Ethayarajh, Diyi Yang, Douwe Kiela:
Anchor Points: Benchmarking Models with Much Fewer Examples. 1576-1601 - Eileen Wang, Soyeon Caren Han, Josiah Poon:
SCO-VIST: Social Interaction Commonsense Knowledge-based Visual Storytelling. 1602-1616 - Maxwell A. Weinzierl, Sanda M. Harabagiu:
Discovering and Articulating Frames of Communication from Social Media Using Chain-of-Thought Reasoning. 1617-1631 - Arushi Rai, Adriana Kovashka:
VEIL: Vetting Extracted Image Labels from In-the-Wild Captions for Weakly-Supervised Object Detection. 1632-1649 - Pardis Sadat Zahraei, Ali Emami:
WSC+: Enhancing The Winograd Schema Challenge Using Tree-of-Experts. 1650-1671 - Lütfi Kerem Senel, Benedikt Ebing, Konul Baghirova, Hinrich Schütze, Goran Glavas:
Kardeş-NLU: Transfer to Low-Resource Languages with Big Brother's Help - A Benchmark and Evaluation for Turkic Languages. 1672-1688 - Jongho Kim, Dohyeon Lee, Minsoo Kim, Seung-won Hwang:
Chaining Event Spans for Temporal Relation Grounding. 1689-1700 - Huajian Zhang, Yumo Xu, Laura Perez-Beltrachini:
Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation Tasks. 1701-1722 - Bhavya, Shradha Sehgal, Jinjun Xiong, ChengXiang Zhai:
AnaDE1.0: A Novel Data Set for Benchmarking Analogy Detection and Extraction. 1723-1737 - Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Viktor Schlegel, Stefan Winkler, See-Kiong Ng, Soujanya Poria:
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the CHATGPT Era and Beyond. 1738-1751 - Liang Wang, Nan Yang, Furu Wei:
Learning to Retrieve In-Context Examples for Large Language Models. 1752-1767 - Frank Mtumbuka, Steven Schockaert:
EnCore: Fine-Grained Entity Typing by Pre-Training Entity Encoders on Coreference Chains. 1768-1781 - Maia Sutter, Antoine Gourru, Amine Trabelsi, Christine Largeron:
Unsupervised stance detection for social media discussions: A generic baseline. 1782-1792 - Nicolò Penzo, Antonio Longa, Bruno Lepri, Sara Tonelli, Marco Guerini:
Putting Context in Context: the Impact of Discussion Structure on Text Classification. 1793-1811 - Leonardo Ranaldi, André Freitas:
Aligning Large and Small Language Models via Chain-of-Thought Reasoning. 1812-1827 - Yan Meng, Christof Monz:
Disentangling the Roles of Target-side Transfer and Regularization in Multilingual Machine Translation. 1828-1840 - Hari Shrawgi, Prasanjit Rath, Tushar Singhal, Sandipan Dandapat:
Uncovering Stereotypes in Large Language Models: A Task Complexity-based Approach. 1841-1857 - Marie Bexte, Andrea Horbach, Torsten Zesch:
Rainbow - A Benchmark for Systematic Testing of How Sensitive Visio-Linguistic Models are to Color Naming. 1858-1875 - Rachneet Sachdeva, Martin Tutek, Iryna Gurevych:
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration. 1876-1898 - Wenyue Hua, Yingqiang Ge, Shuyuan Xu, Jianchao Ji, Zelong Li, Yongfeng Zhang:
UP5: Unbiased Foundation Model for Fairness-aware Recommendation. 1899-1912 - Katarzyna Prus, Mark Steedman, Adam Lopez:
Human Temporal Inferences Go Beyond Aspectual Class. 1913-1923 - Michael Sullivan:
It is not True that Transformers are Inductive Learners: Probing NLI Models with External Negation. 1924-1945 - John Pavlopoulos, Aristidis Likas:
Polarized Opinion Detection Improves the Detection of Toxic Language. 1946-1958 - Amit Meghanani, Thomas Hain:
Improving Acoustic Word Embeddings through Correspondence Training of Self-supervised Speech Representations. 1959-1967 - Ashish Sharma, Sudha Rao, Chris Brockett
Investigating Agency of LLMs in Human-AI Collaboration Tasks. 1968-1987 - Atharva Kulkarni, Bo-Hsiang Tseng, Joel Ruben Antony Moniz, Dhivya Piraviperumal, Hong Yu, Shruti Bhargava:
SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Tracking. 1988-2001 - Masayuki Kawarada, Tsutomu Hirao, Wataru Uchida, Masaaki Nagata:
Argument Mining as a Text-to-Text Generation Task. 2002-2014 - Marius Büttner, Ivan Habernal:
Answering legal questions from laymen in German civil law system. 2015-2027 - Michiel van der Meer, Piek Vossen, Catholijn M. Jonker, Pradeep K. Murukannaiah:
An Empirical Analysis of Diversity in Argument Summarization. 2028-2045 - Amelie Wührl, Yarik Menchaca Resendiz, Lara Grimminger, Roman Klinger:
What Makes Medical Claims (Un)Verifiable? Analyzing Entity and Relation Properties for Fact Verification. 2046-2058 - Lucas Möller, Dmitry Nikolaev, Sebastian Padó:
Approximate Attributions for Off-the-Shelf Siamese Transformers. 2059-2071 - Ece Takmaz, Sandro Pezzelle, Raquel Fernández:
Describing Images Fast and Slow: Quantifying and Predicting the Variation in Human Signals during Visuo-Linguistic Processes. 2072-2087 - Xin Zhao, Naoki Yoshinaga, Daisuke Oba:
Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred Knowledge. 2088-2102 - Juraj Vladika
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification. 2103-2114 - Julius Cheng, Andreas Vlachos:
Measuring Uncertainty in Neural Machine Translation with Similarity-Sensitive Entropy. 2115-2128 - Dor Bernsohn, Gil Semo, Yaron Vazana, Gila Hayat, Ben Hagag, Joel Niklaus, Rohit Saha, Kyryl Truskovskyi:
LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text. 2129-2145 - Fantine Huot, Joshua Maynez, Chris Alberti, Reinald Kim Amplayo, Priyanka Agrawal, Constanza Fierro, Shashi Narayan, Mirella Lapata:
μPLAN: Summarizing using a Content Plan as Cross-Lingual Bridge. 2146-2163 - Muhammad Saad Amin, Luca Anselma, Alessandro Mazzei:
Exploring Data Augmentation in Neural DRS-to-Text Generation. 2164-2178 - Lukás Mikula, Michal Stefánik, Marek Petrovic, Petr Sojka:
Think Twice: Measuring the Efficiency of Eliminating Prediction Shortcuts of Question Answering Models. 2179-2193 - Yujin Kang
Improving Contrastive Learning in Emotion Recognition in Conversation via Data Augmentation and Decoupled Neutral Emotion. 2194-2208 - Francesco Molfese
CroCoAlign: A Cross-Lingual, Context-Aware and Fully-Neural Sentence Alignment System for Long Texts. 2209-2220 - Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis:
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features. 2221-2238 - Jianfeng He, Julian Salazar, Kaisheng Yao, Haoqi Li, Jason Cai:
Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-Training. 2239-2256 - Natalie Shapira, Mosh Levy, Seyed Hossein Alavi, Xuhui Zhou, Yejin Choi, Yoav Goldberg, Maarten Sap, Vered Shwartz:
Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models. 2257-2273 - Orion Weller, Dawn J. Lawrie, Benjamin Van Durme:
NevIR: Negation in Neural Information Retrieval. 2274-2287 - Orion Weller, Marc Marone, Nathaniel Weir, Dawn J. Lawrie, Daniel Khashabi, Benjamin Van Durme:
"According to . . . ": Prompting Language Models Improves Quoting from Pre-Training Data. 2288-2301 - Gonçalo Gomes, Isabel Coutinho, Bruno Martins:
Accurate and Well-Calibrated ICD Code Assignment Through Attention Over Diverse Label Embeddings. 2302-2315 - Kushal Chawla, Hannah Rashkin, Gaurav Singh Tomar, David Reitter:
Investigating Content Planning for Navigating Trade-offs in Knowledge-Grounded Dialogue. 2316-2335 - Xiang Gao, Jiaxin Zhang, Lalla Mouatadid, Kamalika Das:
SPUQ: Perturbation-Based Uncertainty Quantification for Large Language Models. 2336-2346 - Rabeeh Karimi Mahabadi, Hamish Ivison, Jaesung Tae, James Henderson, Iz Beltagy, Matthew E. Peters, Arman Cohan:
TESS: Text-to-Text Self-Conditioned Simplex Diffusion. 2347-2361 - Yunzhe Li, Qian Chen, Weixiang Yan, Wen Wang, Qinglin Zhang, Hari Sundaram:
Advancing Precise Outline-Conditioned Text Generation with Task Duality and Explicit Outline Control. 2362-2377 - Zhuowan Li, Cihang Xie, Benjamin Van Durme, Alan L. Yuille:
Localization vs. Semantics: Visual Representations in Unimodal and Multimodal Models. 2378-2390 - Kaige Xie, Mark O. Riedl:
Creating Suspenseful Stories: Iterative Planning with Large Language Models. 2391-2407 - Kaige Xie, Tong Yu, Haoliang Wang, Junda Wu, Handong Zhao, Ruiyi Zhang, Kanak Mahadik, Ani Nenkova, Mark O. Riedl:
Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning. 2408-2421 - Dongyub Lee, Eunhwan Park, Hodong Lee, Heuiseok Lim:
Ask, Assess, and Refine: Rectifying Factual Consistency and Hallucination in LLMs with Metric-Guided Feedback Learning. 2422-2433 - Shahed Masoudian, Cornelia Volaucnik, Markus Schedl, Navid Rekabsaz:
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters. 2434-2453 - Michal Pietruszka, Michal Turski, Lukasz Borchmann, Tomasz Dwojak, Gabriela Nowakowska, Karolina Szyndler, Dawid Jurkiewicz, Lukasz Garncarek:
STable: Table Generation Framework for Encoder-Decoder Models. 2454-2472 - Asahi Ushio, José Camacho-Collados, Steven Schockaert:
A RelEntLess Benchmark for Modelling Graded Relations between Named Entities. 2473-2486 - Shawly Ahsan, Eftekhar Hossain, Omar Sharif, Avishek Das, Mohammed Moshiul Hoque, M. Ali Akber Dewan:
A Multimodal Framework to Detect Target Aware Aggression in Memes. 2487-2500 - Hai X. Pham, Isma Hadji, Xinnuo Xu, Ziedune Degutyte, Jay Rainey, Evangelos Kazakos, Afsaneh Fazly, Georgios Tzimiropoulos, Brais Martínez:
Graph Guided Question Answer Generation for Procedural Question-Answering. 2501-2525 - Jonas Waldendorf, Barry Haddow, Alexandra Birch:
Contrastive Decoding Reduces Hallucinations in Large Multilingual Machine Translation Models. 2526-2539 - Sotiris Kotitsas, Panagiotis Kounoudis, Eleni Koutli, Haris Papageorgiou:
Leveraging fine-tuned Large Language Models with LoRA for Effective Claim, Claimer, and Claim Object Detection. 2540-2554 - Nefeli Gkouti, Prodromos Malakasiotis, Stavros Toumpis, Ion Androutsopoulos:
Should I try multiple optimizers when fine-tuning a pre-trained Transformer for NLP tasks? Should I tune their hyperparameters? 2555-2574 - Jessica Lin, Amir Zeldes:
GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres. 2575-2588 - Tilman Beck, Hendrik Schuff, Anne Lauscher, Iryna Gurevych:
Sensitivity, Performance, Robustness: Deconstructing the Effect of Sociodemographic Prompting. 2589-2615 - Chanwoo Bae, Guanhong Tao, Zhuo Zhang, Xiangyu Zhang:
Threat Behavior Textual Search by Attention Graph Isomorphism. 2616-2630 - Yosra Abdessamed, Shadi Rezapour, Steven R. Wilson:
Identifying Narrative Content in Podcast Transcripts. 2631-2643 - Byung-Doh Oh, Shisen Yue, William Schuler:
Frequency Explains the Inverse Correlation of Large Language Models' Size, Training Data Amount, and Surprisal's Fit to Reading Times. 2644-2663 - Ishani Mondal, Shwetha S, Anandhavelu Natarajan, Aparna Garimella, Sambaran Bandyopadhyay, Jordan L. Boyd-Graber:
Presentations by the Humans and For the Humans: Harnessing LLMs for Generating Persona-Aware Slides from Documents. 2664-2684 - Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze:
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks. 2685-2702 - Giorgos Vernikos, Arthur Brazinskas, Jakub Adámek, Jonathan Mallinson, Aliaksei Severyn, Eric Malmi:
Small Language Models Improve Giants by Rewriting Their Outputs. 2703-2718 - Gitanjali Kumari, Anubhav Sinha, Asif Ekbal:
Unintended Bias Detection and Mitigation in Misogynous Memes. 2719-2733 - Robert Vacareanu, Siddharth Varia, Kishaloy Halder, Shuai Wang, Giovanni Paolini, Neha Anna John, Miguel Ballesteros, Smaranda Muresan:
A Weak Supervision Approach for Few-Shot Aspect Based Sentiment Analysis. 2734-2752 - Lena Zellinger, Andreas Stephan, Benjamin Roth:
Counterfactual Reasoning with Knowledge Graph Embeddings. 2753-2772 - Weizhe Yuan, Kyunghyun Cho, Jason Weston:
System-Level Natural Language Feedback. 2773-2789 - Yunfang Dong, Xixian Liao
Syntactic Preposing and Discourse Relations. 2790-2802 - Aru Maekawa, Tsutomu Hirao, Hidetaka Kamigaito, Manabu Okumura:
Can we obtain significant success in RST discourse parsing by using Large Language Models? 2803-2815 - Barry Menglong Yao
Ameli: Enhancing Multimodal Entity Linking with Fine-Grained Attributes. 2816-2834 - Peiwen Yuan, Xinglin Wang, Shaoxiong Feng, Boyuan Pan, Yiwei Li, Heda Wang, Xupeng Miao, Kan Li:
Generative Dense Retrieval: Memory Can Be a Burden. 2835-2845 - Raphael Schumann, Elman Mansimov, Yi-An Lai, Nikolaos Pappas, Xibin Gao, Yi Zhang:
Backward Compatibility During Data Updates by Weight Interpolation. 2846-2861 - Nevan Wichers, Carson Denison, Ahmad Beirami:
Gradient-Based Language Model Red Teaming. 2862-2881 - Aditi Khandelwal, Utkarsh Agarwal
Do Moral Judgment and Reasoning Capability of LLMs Change with Language? A Study using the Multilingual Defining Issues Test. 2882-2894 - Sara Rajaee, Christof Monz:
Analyzing the Evaluation of Cross-Lingual Knowledge Transfer in Multilingual Language Models. 2895-2914 - Jonas Golde, Felix Hamborg, Alan Akbik:
Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition. 2915-2930 - Lei Zhang, Yuge Zhang, Kan Ren, Dongsheng Li, Yuqing Yang:
MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks. 2931-2959 - Andreas Stephan, Lukas Miklautz, Kevin Sidak, Jan Philip Wahle, Bela Gipp, Claudia Plant, Benjamin Roth:
Text-Guided Image Clustering. 2960-2976 - Yang Li, Canran Xu, Guodong Long, Tao Shen, Chongyang Tao, Jing Jiang:
CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification. 2977-2988
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