Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies

4 November 2016

Papers citing "Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies"

50 / 496 papers shown

Title
FLUKE: A Linguistically-Driven and Task-Agnostic Framework for Robustness Evaluation Yulia Otmakhova Hung Thinh Truong Rahmad Mahendra Zenan Zhai Rongxin Zhu Daniel Beck Jey Han Lau ELM 78 0 0 24 Apr 2025
Exploring Compositional Generalization (in ReCOGS_pos) by Transformers using Restricted Access Sequence Processing (RASP) William Bruns 48 0 0 21 Apr 2025
Investigating Syntactic Biases in Multilingual Transformers with RC Attachment Ambiguities in Italian and English Michael Kamerath Aniello De Santo 24 0 0 14 Apr 2025
MultiBLiMP 1.0: A Massively Multilingual Benchmark of Linguistic Minimal Pairs Jaap Jumelet Leonie Weissweiler Arianna Bisazza 49 2 0 03 Apr 2025
Generative Linguistics, Large Language Models, and the Social Nature of Scientific Success Sophie Hao ELM AI4CE 56 0 0 25 Mar 2025
Linguistic Blind Spots of Large Language Models Jiali Cheng Hadi Amiri 60 1 0 25 Mar 2025
Construction Identification and Disambiguation Using BERT: A Case Study of NPN Wesley Scivetti Nathan Schneider 49 0 0 24 Mar 2025
Meta-Learning Neural Mechanisms rather than Bayesian Priors Michael Goodale Salvador Mascarenhas Yair Lakretz 48 0 0 20 Mar 2025
MoLEx: Mixture of Layer Experts for Finetuning with Sparse Upcycling R. Teo T. Nguyen MoE 66 2 0 14 Mar 2025
Are formal and functional linguistic mechanisms dissociated in language models? Michael Hanna Sandro Pezzelle Yonatan Belinkov 52 0 0 14 Mar 2025
Language Models Fail to Introspect About Their Knowledge of Language Siyuan Song Jennifer Hu Kyle Mahowald LRM KELM HILM ELM 84 2 0 10 Mar 2025
XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs Linyang He Ercong Nie Sukru Samet Dindar Arsalan Firoozi Adrian Nicolas Florea ... Haotian Ye Jonathan R. Brennan Helmut Schmid Hinrich Schütze Nima Mesgarani 56 1 0 27 Feb 2025
A Close Look at Decomposition-based XAI-Methods for Transformer Language Models L. Arras Bruno Puri Patrick Kahardipraja Sebastian Lapuschkin Wojciech Samek 46 1 0 21 Feb 2025
LLMs as a synthesis between symbolic and continuous approaches to language Gemma Boleda SyDa 76 0 0 17 Feb 2025
Language Models Largely Exhibit Human-like Constituent Ordering Preferences Ada Defne Tur Gaurav Kamath Siva Reddy 61 0 0 08 Feb 2025
Learning from Impairment: Leveraging Insights from Clinical Linguistics in Language Modelling Research Dominique Brunato 79 0 0 20 Dec 2024
A polar coordinate system represents syntax in large language models Pablo Diego-Simón Stéphane DÁscoli Emmanuel Chemla Yair Lakretz J. King LLMSV 72 0 0 07 Dec 2024
Beyond Human-Like Processing: Large Language Models Perform Equivalently on Forward and Backward Scientific Text Xiaoliang Luo Michael Ramscar Bradley C. Love 34 1 0 17 Nov 2024
ZhoBLiMP: a Systematic Assessment of Language Models with Linguistic Minimal Pairs in Chinese Yikang Liu Yeting Shen Hongao Zhu Lilong Xu Zhiheng Qian ... Jialong Tang Pei Zhang Baosong Yang Rui-cang Wang Hai Hu 45 2 0 09 Nov 2024
Investigating Idiomaticity in Word Representations Wei He Tiago Kramer Vieira Marcos García Carolina Scarton M. Idiart Aline Villavicencio 48 1 0 04 Nov 2024
What Goes Into a LM Acceptability Judgment? Rethinking the Impact of Frequency and Length Lindia Tjuatja Graham Neubig Tal Linzen Sophie Hao 47 1 0 04 Nov 2024
Generative linguistics contribution to artificial intelligence: Where this contribution lies? Mohammed Q. Shormani AI4CE 16 1 0 26 Oct 2024
A Psycholinguistic Evaluation of Language Models' Sensitivity to Argument Roles Eun-Kyoung Rosa Lee Sathvik Nair Naomi Feldman 68 4 0 21 Oct 2024
Rolling the DICE on Idiomaticity: How LLMs Fail to Grasp Context Maggie Mi Aline Villavicencio Nafise Sadat Moosavi 53 1 0 21 Oct 2024
ERAS: Evaluating the Robustness of Chinese NLP Models to Morphological Garden Path Errors Qinchan Li Sophie Hao 40 0 0 16 Oct 2024
Kallini et al. (2024) do not compare impossible languages with constituency-based ones Tim Hunter 20 0 0 16 Oct 2024
On the Similarity of Circuits across Languages: a Case Study on the Subject-verb Agreement Task Javier Ferrando Marta R. Costa-jussá 25 5 0 09 Oct 2024
Can Language Models Induce Grammatical Knowledge from Indirect Evidence? Miyu Oba Yohei Oseki Akiyo Fukatsu Akari Haga Hiroki Ouchi Taro Watanabe Saku Sugawara 46 1 0 08 Oct 2024
Mechanistic? Naomi Saphra Sarah Wiegreffe AI4CE 29 10 0 07 Oct 2024
How Language Models Prioritize Contextual Grammatical Cues? Hamidreza Amirzadeh A. Alishahi Hosein Mohebbi 26 0 0 04 Oct 2024
Learning Semantic Structure through First-Order-Logic Translation Akshay Chaturvedi Nicholas Asher LRM 37 0 0 04 Oct 2024
Linguistic Minimal Pairs Elicit Linguistic Similarity in Large Language Models Xinyu Zhou Delong Chen Samuel Cahyawijaya Xufeng Duan Zhenguang G. Cai 40 1 0 19 Sep 2024
Exploring syntactic information in sentence embeddings through multilingual subject-verb agreement Vivi Nastase Chunyang Jiang Giuseppe Samo Paola Merlo 30 1 0 10 Sep 2024
How to Make the Most of LLMs' Grammatical Knowledge for Acceptability Judgments Yusuke Ide Yuto Nishida Miyu Oba Miyu Oba Justin Vasselli Hidetaka Kamigaito Taro Watanabe 46 2 0 19 Aug 2024
LLM Circuit Analyses Are Consistent Across Training and Scale Curt Tigges Michael Hanna Qinan Yu Stella Biderman 41 11 0 15 Jul 2024
LLMs' morphological analyses of complex FST-generated Finnish words Anssi Moisio Mathias Creutz M. Kurimo 52 1 0 11 Jul 2024
Testing learning hypotheses using neural networks by manipulating learning data Cara Su-Yi Leong Tal Linzen 31 5 0 05 Jul 2024
Black Big Boxes: Do Language Models Hide a Theory of Adjective Order? Jaap Jumelet Lisa Bylinina Willem H. Zuidema Jakub Szymanik 75 4 0 02 Jul 2024
RuBLiMP: Russian Benchmark of Linguistic Minimal Pairs Ekaterina Taktasheva Maxim Bazhukov Kirill Koncha Alena Fenogenova Ekaterina Artemova Vladislav Mikhailov 42 9 0 27 Jun 2024
Multi-Objective Linguistic Control of Large Language Models Dang Nguyen Jiuhai Chen Dinesh Manocha 49 0 0 23 Jun 2024
Leading Whitespaces of Language Models' Subword Vocabulary Poses a Confound for Calculating Word Probabilities Byung-Doh Oh William Schuler 30 14 0 16 Jun 2024
Interpretability of Language Models via Task Spaces Lucas Weber Jaap Jumelet Elia Bruni Dieuwke Hupkes 37 4 0 10 Jun 2024
What Languages are Easy to Language-Model? A Perspective from Learning Probabilistic Regular Languages Nadav Borenstein Anej Svete R. Chan Josef Valvoda Franz Nowak Isabelle Augenstein Eleanor Chodroff Ryan Cotterell 42 12 0 06 Jun 2024
Probing the Category of Verbal Aspect in Transformer Language Models Anisia Katinskaia R. Yangarber 61 2 0 04 Jun 2024
The Expressive Capacity of State Space Models: A Formal Language Perspective Yash Sarrof Yana Veitsman Michael Hahn Mamba 38 8 0 27 May 2024
Filtered Corpus Training (FiCT) Shows that Language Models can Generalize from Indirect Evidence Abhinav Patil Jaap Jumelet Yu Ying Chiu Andy Lapastora Peter Shen Lexie Wang Clevis Willrich Shane Steinert-Threlkeld 37 13 0 24 May 2024
GPT-3.5 for Grammatical Error Correction Anisia Katinskaia R. Yangarber KELM 34 9 0 14 May 2024
Potential and Limitations of LLMs in Capturing Structured Semantics: A Case Study on SRL Ning Cheng Zhaohui Yan Ziming Wang Zhijie Li Jiaming Yu Zilong Zheng Kewei Tu Jinan Xu Wenjuan Han 41 5 0 10 May 2024
Language in Vivo vs. in Silico: Size Matters but Larger Language Models Still Do Not Comprehend Language on a Par with Humans Vittoria Dentella Fritz Guenther Evelina Leivada ELM 49 1 0 23 Apr 2024
From Form(s) to Meaning: Probing the Semantic Depths of Language Models Using Multisense Consistency Xenia Ohmer Elia Bruni Dieuwke Hupkes AI4CE 39 6 0 18 Apr 2024