Text2Afford: Probing Object Affordance Prediction abilities of Language Models solely from Text
Sayantan Adak, Daivik Agrawal, Animesh Mukherjee, Somak Aditya
Transformer verbatim in-context retrieval across time and scale
Kristijan Armeni, Marko Pranjić, Senja Pollak
Of Models and Men: Probing Neural Networks for Agreement Attraction with Psycholinguistic Data
Maxim Bazhukov, Ekaterina Voloshina, Sergey Pletenev, Arseny Anisimov, Oleg Serikov, Svetlana Toldova
How Are Metaphors Processed by Language Models? The Case of Analogies
Joanne Boisson
AIStorySimilarity: Quantifying Story Similarity Using Narrative for Search, IP Infringement, and Guided Creativity
Jon Chun
Explaining the Hardest Errors of Contextual Embedding Based Classifiers
Claudio Moisés Valiense de Andrade, Washington Cunha, Guilherme Fonseca, Ana Clara Souza Pagano, Luana de Castro Santos, Adriana Silvina Pagano, Leonardo Chaves Dutra da Rocha, Marcos André Gonçalves
Global Learning with Triplet Relations in Abstractive Summarization
Jiaxin Duan, Fengyu Lu, Junfei Liu
EditEval: An Instruction-Based Benchmark for Text Improvements
Jane Dwivedi-Yu, Timo Schick, Zhengbao Jiang, Maria Lomeli, Patrick Lewis, Gautier Izacard, Edouard Grave, Sebastian Riedel, Fabio Petroni
Advancing Arabic Sentiment Analysis: ArSen Benchmark and the Improved Fuzzy Deep Hybrid Network
Yang Fang, Cheng Xu, Shuhao Guan, Nan Yan, Yuke Mei
Critical Questions Generation: Motivation and Challenges
Blanca Calvo Figueras, Rodrigo Agerri
Generalizations across filler-gap dependencies in neural language models
Katherine Howitt, Sathvik Nair, Allison Dods, Robert Melvin Hopkins
Continuous Attentive Multimodal Prompt Tuning for Few-Shot Multimodal Sarcasm Detection
Soumyadeep Jana, Animesh Dey, Ranbir Singh Sanasam
Is Structure Dependence Shaped for Efficient Communication?: A Case Study on Coordination
Kohei Kajikawa, Yusuke Kubota, Yohei Oseki
Aligning Alignments: Do Colexification and Distributional Similarity Align as Measures of cross-lingual Lexical Alignment?
Taelin Karidi, Eitan Grossman, Omri Abend
On Functional Competence of LLMs for Linguistic Disambiguation
Raihan Kibria, Sheikh Intiser Uddin Dipta, Muhammad Abdullah Adnan
The Effect of Word Predictability on Reading Times in Information Seeking and Repeated Reading
Keren Gruteke Klein, Yoav Meiri, Omer Shubi, Yevgeni Berzak
TpT-ADE: Transformer Based Two-Phase ADE Extraction
Suryamukhi Kuchibhotla, Manish Singh
NeLLCom-X: A Comprehensive Neural-Agent Framework to Simulate Language Learning and Group Communication
Yuchen Lian, Tessa Verhoef, Arianna Bisazza
PRACT: Optimizing Principled Reasoning and Acting of LLM Agent
Zhiwei Liu, Weiran Yao, Jianguo Zhang, Zuxin Liu, Liangwei Yang, Rithesh R N, Tian Lan, Ming Zhu, Juntao Tan, Shirley Kokane, Thai Quoc Hoang, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong
Mitigating Bias in Language Model Evaluators: A Causal ATE Approach
Rahul Madhavan, Kahini Wadhawan
Leveraging a Cognitive Model to Measure Subjective Similarity of Human and GPT-4 Written Content
Tyler Malloy, Maria José Ferreira, Fei Fang, Cleotilde Gonzalez
Words That Stick: Using Keyword Cohesion to Improve Text Segmentation
Amit Maraj, Miguel Vargas Martin, Masoud Makrehchi
Lossy Context Surprisal Predicts Task-Dependent Patterns in Relative Clause Processing
Kate McCurdy, Michael Hahn
An Empirical Comparison of Vocabulary Expansion and Initialization Approaches For Language Models
Nandini Mundra, Aditya Nanda Kishore Khandavally, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Mitesh M Khapra
Noise Be Gone: Does Speech Enhancement Distort Linguistic Nuances?
Iñigo Parra
Multi-Cultural Norm Base: Frame-based Norm Discovery in Multi-Cultural Settings
Viet Thanh Pham, SHILIN QU, Farhad Moghimifar, Suraj Sharma, Yuan-Fang Li, Weiqing Wang, Reza Haf
Revisiting Hierarchical Text Classification: Inference and Metrics
Roman Plaud, Matthieu Labeau, Antoine Saillenfest, Thomas Bonald
Solving the Challenge Set without Solving the Task: On Winograd Schemas as a Test of Pronominal Coreference Resolution
Ian Porada, Jackie CK Cheung
SPAWNing Structural Priming Predictions from a Cognitively Motivated Parser
Grusha Prasad, Tal Linzen
Image-conditioned human language comprehension and psychometric benchmarking of visual language models
Subha Nawer Pushpita, Roger P. Levy
Large Language Model Recall Uncertainty is Modulated by the Fan Effect
Jesse Roberts, Kyle Moore, Douglas Fisher, Oseremhen Ewaleifoh, Thao Pham
Self-supervised speech representations display some human-like cross-linguistic perceptual abilities
Joselyn Rodriguez, Kamala Sreepada, Ruolan Leslie Famularo, Sharon Goldwater, Naomi Feldman
One-Vs-Rest Neural Network English Grapheme Segmentation: A Linguistic Perspective
Samuel Rose, Nina Dethlefs, C. Kambhampati
CrowdCounter: A benchmark type-specific multi-target counterspeech dataset
Punyajoy Saha, Abhilash Datta, Abhik Jana, Animesh Mukherjee
Translating Across Cultures: LLMs for Intralingual Cultural Adaptation
Pushpdeep Singh, Mayur Patidar, Lovekesh Vig
Making Distilled Language Models Even Smaller: Lightweight Reconstruction of Rare Token Embeddings
Kohki Tamura, Naoki Yoshinaga, Masato Neishi
A Novel Instruction Tuning Method for Vietnamese Math Reasoning using Trainable Open-Source Large Language Models
Nguyen Quang Vinh, Thanh-Do Nguyen, Vinh Van Nguyen, Nam Khac-Hoai Bui
Multimodal Large Language Models “Foresee” Objects Based on Verb Information But Not Gender
Shuqi Wang, Xufeng Duan, Zhenguang Cai
Investigating large language models for their competence in extracting grammatically sound sentences from transcribed noisy utterances
Alina Wróblewska
Global-Pruner: A Stable and Efficient Pruner for Retraining-Free Pruning of Encoder-Based Language Models
Guangzhen Yao, Sandong Zhu, Long Zhang, MiaoQI
Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy
Pengfei Yu, Heng Ji